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usaspending-mcp-server

Server Details

Access US federal award, recipient, agency, and spending analytics data from USAspending.gov.

If you are the author of this connector, you can claim ownership by verifying the domain or GitHub account it belongs to. Claimed connector authors can inspect health checks, view analytics, and manage their listing.
Status
Healthy
Uptime
99.9% over 42 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
cyanheads/usaspending-mcp-server
GitHub Stars
3
Server Listing
usaspending-mcp-server

TDQS

A4.4/5.0

Scored across 18 tools

Disambiguation5/5

Each tool targets a distinct resource or analytical dimension: search vs. retrieve vs. aggregate, and award vs. account vs. recipient vs. agency. The descriptions actively cross-reference related tools and clarify boundaries, such as federal accounts vs. DEFC breakdowns.

Naming Consistency5/5

All tools share a uniform usaspending_ prefix followed by snake_case verb_noun names: list_agencies, search_awards, get_award, get_federal_account, spending_by_category. Even the spending_by_* tools follow a clear, predictable family pattern.

Tool Count4/5

18 tools is slightly above the ideal 3-15 range, but the breadth of USAspending data justifies it: award search/retrieval, subawards, transactions, federal accounts, recipients, agencies, disaster spending, and multiple spending aggregations all earn their place. No redundant tools are apparent.

Completeness5/5

The tool set covers the main USAspending workflows end to end: search awards and recipients, retrieve full details, drill into transactions/subawards/federal accounts, aggregate by category/geography/time, and resolve codes via autocomplete. Cross-referenced IDs enable smooth chaining between tools without obvious dead ends.

Available Tools

18 tools
usaspending_autocomplete_filtersAutocomplete Codes and NamesA
Read-onlyIdempotent
Inspect

Look up valid code values for filter fields by searching free-text descriptions. Use the type parameter to select the lookup table: naics (NAICS industry codes), psc (product/service codes), cfda (CFDA/Assistance Listing program numbers), awarding_agency (agency names and IDs), or recipient (recipient names with UEI/DUNS). Call this before filtering awards when you know a description but not the exact code. Returns matching codes and names for use in other tool filters.

ParametersJSON Schema
NameRequiredDescriptionDefault
typeYesLookup table to search: naics (industry codes), psc (product/service codes), cfda (Assistance Listing program numbers, for usaspending_search_awards assistance_listings), awarding_agency (agency names), recipient (recipient names)
limitNoMaximum number of results to return (1–500), enforced client-side. The recipient lookup unions three upstream match buckets (name, UEI, DUNS) and can return up to 3x this value, so its results are capped to this limit before returning — the cap keeps them in bucket order, so name matches fill the page first and identifier matches appear only in whatever room is left. To resolve a specific UEI or DUNS, pass the identifier itself as search_text. naics/psc/cfda/awarding_agency honor this limit exactly.
search_textYesFree-text search string — use a description, keyword, or partial code to find matches

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe limit that was applied.
typeNoLookup table searched
errorNoPresent when the call failed. Absent on success.
queryNoSearch text sent to the autocomplete API
shownNoNumber of results returned.
totalNoNumber of results returned
resultsNoMatching codes and names
truncatedNoTrue when results were capped at the limit.
lookup_typeNoLookup table that was searched
search_textNoSearch text used
result_countNoNumber of matching results returned

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, so the safety profile is covered. The description adds significant behavioral detail beyond annotations, especially for the limit parameter: it explains that recipient lookup unions three upstream match buckets, can return up to 3x the limit, and caps results in bucket order. This is valuable operational context that an agent needs to interpret results correctly.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with no fluff. The purpose is front-loaded, the type list is compactly presented, and the usage advice is actionable. Every sentence earns its place, and the structure is clear and scannable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that an output schema exists (per context signals), the description need not explain return values. The description covers the parameters, the special behavior of limit, and the typical usage context. An agent has everything needed to call the tool correctly and interpret results, including the critical nuance about recipient bucket capping.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents each parameter. The description adds value by explaining the purpose of the type parameter with concrete examples (naics, psc, etc.) and by describing the special limit behavior for recipient lookups, which the schema does not mention. For search_text, it clarifies the accepted input ('description, keyword, or partial code'), enhancing the schema's minimal description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Look up valid code values for filter fields by searching free-text descriptions.' It specifies the verb (look up), the resource (code values), and the type parameter selects the lookup table, naming the five possible types. This distinguishes it from siblings like search_awards and search_recipients, which are for querying awards/recipients directly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives explicit when-to-use guidance: 'Call this before filtering awards when you know a description but not the exact code.' It also explains the workflow (using the returned codes in other tool filters). It does not explicitly name alternatives or say when not to use it, but the context is clear and the description is self-sufficient.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_disaster_spendingDisaster and Emergency SpendingA
Read-onlyIdempotent
Inspect

Fetch disaster and emergency supplemental spending (COVID-19, hurricanes, infrastructure law, etc.) broken down by agency, CFDA assistance program, recipient, or geography. Use the dimension parameter to select the breakdown axis: overview (top-level totals), agency, cfda, recipient, or geography. Filter by DEF codes (Disaster/Emergency Funding codes) to isolate a specific emergency appropriation. DEF codes appear in usaspending_get_award account_obligations_by_defc and usaspending_get_agency def_codes fields.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
limitNoMaximum results per page (1–100). Applies to the agency, cfda, and recipient dimensions; ignored for overview and geography, which are not paginated.
filtersNoFilters — def_codes is required for all non-overview dimensions (agency, cfda, recipient, geography)
dimensionYesBreakdown axis: overview (top-level totals and DEF code funding), agency (by awarding agency), cfda (by assistance program), recipient (by recipient), geography (by state/county)
spending_typeNoData type for the agency dimension: award (award-level obligations and outlays) or total (includes direct non-award spending, plus total budgetary resources). Ignored for cfda, recipient, and overview, which report award-level amounts either way; the geography dimension is not user-controllable and always reports obligation-based amounts.award

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe result-set ceiling the upstream applied.
errorNoPresent when the call failed. Absent on success.
shownNoNumber of results returned on this page.
noticeNoCaveat explaining a capped total and how to bring the set under the cap.
totalsNoTotals across every matching row, as reported upstream — not a sum of this page. Present for the agency, cfda, and recipient dimensions; the members depend on dimension and spending_type. Absent for overview and geography.
resultsNoBreakdown results (empty for overview dimension)
overviewNoTop-level overview totals (dimension=overview only)
dimensionNoBreakdown dimension returned
truncatedNoTrue when the upstream capped the reachable result set rather than counting it.
totalCountNoTotal items for paginated dimensions (when available)
current_pageNoCurrent page (non-overview dimensions)
has_next_pageNoWhether there are more pages
page_metadataNoPagination metadata (non-overview dimensions)
spending_typeNoData type returned — award/total for agency; the requested value echoed for cfda and recipient, whose amounts do not vary with it; obligation for geography; spending for overview
applied_dimensionNoBreakdown dimension applied

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, openWorld, and idempotent behavior, so the safety profile is covered. The description adds useful cross-references for where DEF codes can be found but does not mention pagination caveats or response behavior; those are at least partly covered by the schema and output schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences with no filler: the first states the core action and scope, the second gives the primary usage instruction, and the third adds a useful cross-reference. Information is front-loaded and every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the central selection logic (dimension + DEF codes) and points to where DEF codes can be sourced. Pagination and dimension-specific caveats live in the schema, which is rich enough to support correct calls. A small gap is the lack of explicit guidance distinguishing this tool from sibling spending-by-category or spending-by-geography tools.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all five parameters. The description adds the acronym expansion for DEF codes and a cross-reference to other tools, but largely repeats dimension options and filtering behavior already present in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Fetch') and names an exact resource: disaster and emergency supplemental spending. It enumerates the breakdown axes (overview, agency, cfda, recipient, geography) and highlights the DEF-code focus, which clearly distinguishes it from sibling spending tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit operating instructions: use the dimension parameter to choose the breakdown axis and use DEF codes to isolate a specific emergency appropriation. It does not explicitly name sibling alternatives or state when not to use this tool, but the disaster/emergency scope makes the intended context clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_agencyGet Agency OverviewA
Read-onlyIdempotent
Inspect

Fetch an agency's fiscal-year overview including mission, budgetary resources, obligation and outlay totals (for the most recent fiscal year), sub-agency count, and DEF codes for disaster/emergency funding. Also returns a paginated sub-agency breakdown with obligation and transaction counts. Accepts either a 3-digit toptier_code (e.g., 097 for DoD, 012 for Agriculture) or an agency_slug (e.g., department-of-defense) — both appear in usaspending_list_agencies results and award search results.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoSub-agency breakdown page (1-based, 10 per page). Use with sub_agency_page_metadata.has_next to page through the full list.
agency_slugNoURL-friendly agency slug (e.g., department-of-defense) — from usaspending_list_agencies or award search results. Use either toptier_code or agency_slug, not both.
toptier_codeNo3-digit toptier agency code (e.g., 097, 012) — from usaspending_list_agencies. Use either toptier_code or agency_slug, not both.

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameNoAgency full name
errorNoPresent when the call failed. Absent on success.
noticeNoGuidance when the sub-agency breakdown is truncated — how to page for the rest. Absent when the last page is shown.
missionNoAgency mission statement
websiteNoAgency website URL
agency_idNoInternal agency ID
def_codesNoDisaster/Emergency Funding (DEF) codes applicable to this agency
fiscal_yearNoFiscal year the budgetary totals below reflect (most recent available)
abbreviationNoAgency abbreviation
sub_agenciesNoSub-agency breakdown within this toptier agency (one page)
toptier_codeNo3-digit toptier agency code
outlay_amountNoTotal outlays in USD for the fiscal year
sub_agency_pageNoCurrent sub-agency page returned
obligated_amountNoTotal amount obligated in USD for the fiscal year
sub_agency_totalNoTotal sub-agencies across all pages (when available)
subtier_agency_countNoNumber of sub-agencies within this toptier agency
has_more_sub_agenciesNoWhether more sub-agency pages are available
sub_agency_page_metadataNoPagination metadata for the sub-agency breakdown
budgetary_resources_amountNoTotal budgetary resources in USD for the fiscal year

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already convey readOnlyHint=true and idempotentHint=true, so the agent knows this is safe. The description adds behavioral context by specifying that it returns a paginated breakdown, includes DEF codes for disaster/emergency funding, and provides example codes/slugs. It does not contradict annotations and adds helpful detail about the data scope without over-explaining.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences but packs substantial detail: the first sentence lists the core data returned, the second explains the identifier options and sources. It is front-loaded with the main purpose and uses examples efficiently. It is appropriately sized for a moderately complex tool, though it could be slightly trimmed without loss.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that an output schema exists, return values are already specified, so the description need not restate them. It covers how to obtain the identifiers (from usaspending_list_agencies or award results), the mutual exclusivity rule, and the pagination behavior via sub_agency_page_metadata. The description is sufficient for an agent to call this tool correctly without additional introspection.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% (every parameter has a description), but the tool description adds crucial semantics beyond the schema: it explains that toptier_code and agency_slug are mutually exclusive alternatives and provides concrete examples (097, 012; department-of-defense). It also clarifies that the page parameter is for sub-agency pagination. This extra guidance helps the agent select and format parameters correctly.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Fetch') and a precise resource ('an agency's fiscal-year overview') and enumerates the returned data (mission, budgetary resources, obligation/outlay totals, DEF codes, sub-agency breakdown). It clearly differentiates itself from sibling tools like usaspending_list_agencies, which lists agencies, while this fetches details for one agency.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description states that it accepts either toptier_code or agency_slug and explicitly says 'both appear in usaspending_list_agencies results and award search results,' guiding the agent on where to obtain inputs. It also instructs 'Use either toptier_code or agency_slug, not both,' which is a clear constraint. However, it does not explicitly describe scenarios where a sibling tool (e.g., usaspending_get_federal_account) would be more appropriate, but the purpose is clear enough that this is minimal.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_awardGet Award DetailsA
Read-onlyIdempotent
Inspect

Fetch full details of a federal award by its generated unique award ID. Returns contract or assistance award data including recipient info, agency hierarchy, period of performance, place of performance, funding account linkages (account_obligations_by_defc), parent IDV information, and subaward count. Use generated_internal_id values from usaspending_search_awards as input. Recipient hashes can be passed to usaspending_get_recipient; NAICS codes can be used in usaspending_search_awards filters. For IDV-category awards (category="idv"), use usaspending_get_idv_awards to list the child contracts and task/delivery orders placed under them.

ParametersJSON Schema
NameRequiredDescriptionDefault
award_idYesGenerated unique award ID (e.g., CONT_AWD_FA862118F6251_9700_FA862115D6276_9700) — use generated_internal_id from usaspending_search_awards

Output Schema

ParametersJSON Schema
NameRequiredDescription
cfdaNoCFDA program (grants/assistance)
fainNoFederal Award Identification Number (for assistance)
piidNoProcurement Instrument Identifier (for contracts)
typeNoAward type code
errorNoPresent when the call failed. Absent on success.
naicsNoNAICS code (contracts)
categoryNoAward category (contract, grant, direct_payment, loan, idv, other)
recipientNoRecipient details
date_signedNoDate award was signed (YYYY-MM-DD)
descriptionNoAward description
parent_awardNoParent IDV information (contracts only)
total_outlaysNoTotal outlay amount in USD
funding_agencyNoFunding agency hierarchy
subaward_countNoNumber of subawards; use with usaspending_get_award_subawards
awarding_agencyNoAwarding agency hierarchy
total_obligationNoTotal obligation amount in USD
type_descriptionNoHuman-readable award type
place_of_performanceNoPlace of performance
period_of_performanceNoPeriod of performance dates
product_or_service_codeNoProduct or service code (contracts)
generated_unique_award_idNoGenerated unique award ID
base_and_all_options_valueNoBase and all options value in USD (contracts)
account_obligations_by_defcNoFunding breakdown by Disaster/Emergency Funding (DEF) code — links to disaster appropriations

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint and idempotentHint, so the description doesn't need to repeat that. It adds value by specifying the types of data returned (account_obligations_by_defc, parent IDV info, subaward count) and the special handling for IDV awards. It omits rate limits or auth, but for a read-only operation these are less critical.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured: first sentence states the core purpose, then the return payload, input source, and routing to related tools. Each sentence contributes new information, and the most critical instruction (input source) is prominent. No filler or repetition.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single-parameter, read-only tool with an output schema, the description covers everything an agent needs: what it does, what input to pass, what data it returns, and when to use a different tool. The output schema handles return structure, so no further detail is required.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema already documents the award_id parameter with 100% coverage, including an example and the note to use generated_internal_id. The description reiterates the same guidance without adding new semantic details. Baseline 3 is appropriate because the schema handles parameter semantics fully.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Fetch' and resource 'award details', and lists specific data returned (recipient info, agency hierarchy, etc.). It differentiates from siblings by explicitly directing IDV awards to usaspending_get_idv_awards, making the purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly instructs to use generated_internal_id from usaspending_search_awards, and says when NOT to use this tool (for IDV awards, use usaspending_get_idv_awards). It also mentions related tools for recipient and NAICS data, providing clear routing and exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_award_federal_accountsGet Award Federal AccountsA
Read-onlyIdempotent
Inspect

List the Treasury federal accounts that funded an award, with the amount obligated from each and the funding agency behind it. This is the award → appropriation link: each row returns federal_account (AGENCY-MAIN format, e.g. 080-0120) to chain into usaspending_get_federal_account for the account budget detail. The award_id must be a generated_unique_award_id — from usaspending_search_awards (generated_internal_id field) or usaspending_get_award. Distinct from usaspending_get_award account_obligations_by_defc, which breaks funding down by Disaster/Emergency Funding code rather than by account. An award_id that does not exist returns an empty list rather than an error.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
limitNoMaximum results per page (1–100)
award_idYesAward generated_unique_award_id (e.g., CONT_AWD_GSFC0198106DNAS526555_8000_-NONE-_-NONE-) — use generated_internal_id from usaspending_search_awards or generated_unique_award_id from usaspending_get_award

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery hint when results are empty — the award_id may not exist or may have no account linkage. Absent when results are present.
resultsNoFederal accounts funding this award
award_idNoAward ID queried
totalCountNoTotal number of funding accounts across all pages (when available)
current_pageNoCurrent page returned
has_next_pageNoWhether there are more pages of funding accounts
page_metadataNoPagination metadata

TDQS

A4.9/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the readOnlyHint and idempotentHint annotations, the description discloses a specific edge case: 'An award_id that does not exist returns an empty list rather than an error.' It also details the output format (federal_account in AGENCY-MAIN format), which is behavior not captured by annotations. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact yet dense with information. Each sentence serves a purpose: purpose, output format, ID requirement, differentiation from sibling, and edge-case behavior. There is no filler, and key details are front-loaded (the core function appears first).

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the availability of an output schema and annotations, the description covers all essential aspects: what it returns, how to source the parameter, how it differs from a sibling, and error behavior. It also explains the chaining use case. Nothing critical is missing for an agent to use this tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds meaningful context for award_id by specifying it must be a generated_unique_award_id and providing sources (generated_internal_id from search or generated_unique_award_id from get_award). This goes beyond the schema's example, earning a 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb-resource pair: 'List the Treasury federal accounts that funded an award, with the amount obligated from each and the funding agency behind it.' It further distinguishes itself from the sibling usaspending_get_award's account_obligations_by_defc by noting the different breakdown (by account vs. by DEFC), making the purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicit when-to-use and when-not guidance is provided: the description names an alternative (usaspending_get_award account_obligations_by_defc) and explains the key difference. It also instructs on how to obtain the required award_id (from usaspending_search_awards or usaspending_get_award) and suggests chaining the output to usaspending_get_federal_account.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_award_subawardsGet Award SubawardsA
Read-onlyIdempotent
Inspect

List subaward contracts or grants under a prime federal award. Reveals the sub-contractor or sub-grantee layer — the organizations that actually perform the work. Each row shows the subaward number, amount, description, action date, and recipient. Check subaward_count on usaspending_get_award first to confirm subawards exist before calling this tool.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
sortNoSort field for subawardsaction_date
limitNoMaximum subawards per page (1–100)
orderNoSort directiondesc
award_idYesGenerated unique award ID (generated_internal_id from usaspending_search_awards)

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoGuidance when no subawards were returned — suggests checking subaward_count from usaspending_get_award first. Absent when results are present.
resultsNoList of subawards under this prime award
award_idNoPrime award ID queried
totalCountNoTotal subaward count across all pages (when available)
current_pageNoCurrent page returned
has_next_pageNoWhether there are more pages of subawards
page_metadataNoPagination metadata
prime_award_idNoPrime award ID whose subawards were listed

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, so the description doesn't need to restate safety. The description adds meaningful behavioral context: it clarifies that the tool returns a list of subawards, reveals the sub-contractor layer, and highlights the need to check subaward_count first. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, zero waste. The first sentence front-loads the core purpose and output contents; the second adds a practical usage note. Structure is clean and scannable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 100% schema coverage, an output schema, and strong annotations, the description covers purpose, usage precondition, and expected row fields. It does not explicitly mention pagination, but the schema's page/limit parameters handle that. The check-subaward_count hint adds operational completeness. Adequate for an idempotent read tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so all parameters already have clear descriptions. The description adds only marginal parameter-related value: it implies award_id refers to a 'prime federal award' and mentions row fields that map to sort options, but does not enhance understanding beyond the schema's parameter documentation. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states a specific verb ('List') and a specific resource ('subaward contracts or grants under a prime federal award'). It goes further to explain the purpose ('Reveals the sub-contractor or sub-grantee layer') and enumerates the fields returned per row. This distinguishes it from sibling tools like usaspending_get_award (prime award details) and usaspending_get_award_transactions (transaction layer).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides an explicit usage precondition: 'Check subaward_count on usaspending_get_award first to confirm subawards exist before calling this tool.' This names the exact sibling tool to use and the condition that gates this tool. It does not compare with other award tools like transactions, but the purpose clause already narrows the use case sufficiently.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_award_transactionsGet Award TransactionsA
Read-onlyIdempotent
Inspect

List individual transactions (contract modifications, grant amendments) on a federal award. Each transaction represents a change event — obligation modifications, performance period extensions, scope changes, etc. Use this to trace the spending history and obligation changes over the life of an award. Award IDs come from usaspending_search_awards (generated_internal_id field).

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
sortNoSort field for transactionsaction_date
limitNoMaximum transactions per page (1–100)
orderNoSort directiondesc
award_idYesGenerated unique award ID (generated_internal_id from usaspending_search_awards)

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoGuidance when no transactions were returned — helps confirm the award_id is a valid generated_internal_id. Absent when results are present.
resultsNoList of transactions for this award
award_idNoAward ID queried
totalCountNoTotal transaction count across all pages (when available)
current_pageNoCurrent page returned
has_next_pageNoWhether there are more pages of transactions
page_metadataNoPagination metadata
queried_award_idNoAward ID whose transactions were listed

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, so the agent knows this is a safe, non-mutating operation. The description adds value by explaining what a transaction represents and why it's useful for tracing award history, which is behavior beyond mere read-only status. It does not contradict the annotations and provides semantic context without repeating the hints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Only three sentences, with the core purpose stated in the first sentence. Every sentence contributes: the first defines the operation, the second explains what a transaction is, the third gives the use case and ID source. No word wasted, and the most critical information (what and why) is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with a straightforward list operation, the description is complete. The output schema is present (context signal) so return structure is handled elsewhere. The description covers the conceptual model (what a transaction is), the use case, and the provenance of the required ID. Nothing an agent needs to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% — all five parameters have descriptions in the schema, including the source of award_id. The description reinforces the award_id source but does not add meaningful new information beyond what the schema already provides. With full schema coverage, the baseline of 3 is appropriate; the description does not need to compensate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb ('List'), the resource ('transactions on a federal award'), and the nature of those transactions ('change events — obligation modifications, performance period extensions, scope changes'). This distinguishes it from sibling tools like get_award or get_award_subawards, which target different award-related data. The mention of tracing spending history further clarifies the exact purpose.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives a concrete use case ('trace the spending history and obligation changes over the life of an award') and specifies the source of the required parameter ('Award IDs come from usaspending_search_awards'). It does not explicitly state when NOT to use this tool or mention alternatives, but the context is clear enough for an agent to select it appropriately.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_federal_accountGet Federal AccountA
Read-onlyIdempotent
Inspect

Fetch a federal account's budget data: total obligations, gross outlays, and budgetary resources, plus the per-Treasury-Account-Symbol (TAS) component breakdown in children. Federal accounts connect appropriations law to actual agency spending. Account codes come from usaspending_search_federal_accounts (its account_number output field) or usaspending_get_award_federal_accounts (its federal_account field), and are formatted as AGENCY-MAIN (e.g., 097-0100 for DoD Operation and Maintenance). For obligations broken down by program activity or object class, use usaspending_get_federal_account_breakdown.

ParametersJSON Schema
NameRequiredDescriptionDefault
account_codeYesFederal account code in AGENCY-MAIN format (e.g., 097-0100). Returned as account_number by usaspending_search_federal_accounts and as federal_account by usaspending_get_award_federal_accounts.

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
childrenNoTreasury Account Symbol (TAS) components that make up this federal account, each with its own obligated, outlay, and budgetary-resource amounts. Omitted when the upstream returns none.
bureau_nameNoBureau name within the agency
fiscal_yearNoFiscal year of the financial data
account_titleNoFull account title
agency_identifierNoAgency identifier code
main_account_codeNoMain account code
parent_agency_nameNoManaging parent agency name
federal_account_codeNoFederal account code
total_obligated_amountNoTotal obligated amount in USD
total_budgetary_resourcesNoTotal budgetary resources in USD
total_gross_outlay_amountNoTotal gross outlay amount in USD

TDQS

A4.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, covering the safety profile. The description adds behavioral context by detailing the returned data structure (total obligations, gross outlays, budgetary resources, and per-TAS breakdown in children). It does not contradict annotations and enriches the agent's understanding of what the tool returns beyond the schema.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and efficient. It leads with the core purpose, adds a brief domain context sentence, then provides input sourcing/format, and ends with a clear routing to an alternative. No fluff, every sentence earns its place, and it's well-structured for quick scanning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has an output schema (has output schema: true) and a single well-documented parameter, the description is complete. It explains the input format, how to obtain it, what data comes back, the domain significance, and the alternative for more granular breakdowns. Nothing an agent needs to invoke it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% for the single parameter account_code, so the baseline is 3. The description adds extra value by explicitly stating the format (AGENCY-MAIN, e.g., 097-0100) and pointing to the source tools that return this value, which is beyond the schema's description. This helps the agent form the correct input.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific action – 'Fetch a federal account's budget data' – and enumerates the exact data types: total obligations, gross outlays, budgetary resources, and per-TAS breakdown in children. It also distinguishes itself from the sibling tool usaspending_get_federal_account_breakdown by noting the alternative for obligations by program activity/object class. This clearly separates it from other federal-account tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly tells the agent where to obtain account codes: from usaspending_search_federal_accounts (via account_number) or usaspending_get_award_federal_accounts (via federal_account). It also provides an alternative condition: 'For obligations broken down by program activity or object class, use usaspending_get_federal_account_breakdown.' This is clear when-to-use and when-not-to-use guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_federal_account_breakdownGet Federal Account BreakdownA
Read-onlyIdempotent
Inspect

Fetch a federal account's obligations broken down by program activity (what the money funds) or object class (what it buys — personnel, supplies, contracts). Use the dimension parameter to select the axis. Account codes are AGENCY-MAIN format and come from usaspending_search_federal_accounts (its account_number output field), usaspending_get_award_federal_accounts (its federal_account field), or usaspending_get_federal_account. Paginated with an honest total count. For the account's own metadata and top-level totals, use usaspending_get_federal_account.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
limitNoMaximum results per page (1–100)
dimensionYesBreakdown axis: program_activity (obligations by the program the funds support) or object_class (obligations by the category of goods/services purchased)
account_codeYesFederal account code in AGENCY-MAIN format (e.g., 097-0100). Returned as account_number by usaspending_search_federal_accounts and as federal_account by usaspending_get_award_federal_accounts.

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery hint when results are empty — the account code may not exist or may have no obligations on this axis. Absent when results are present.
resultsNoBreakdown rows for the requested dimension
dimensionNoBreakdown dimension returned
totalCountNoTotal number of breakdown rows across all pages (when available)
account_codeNoFederal account code queried
current_pageNoCurrent page returned
has_next_pageNoWhether there are more pages of breakdown rows
page_metadataNoPagination metadata
applied_dimensionNoBreakdown dimension applied

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, so the safety profile is covered. The description adds valuable behavioral context: pagination with an 'honest total count' and the axis options. This exceeds the minimal bar set by the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences of dense, front-loaded content. The purpose comes first, alternatives are embedded, and no filler exists. Every sentence earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of a complete schema (100% coverage), an output schema for return shape, and annotations covering safety, the description covers the remaining context: pagination behavior, total count, and routing to the correct sibling tool. Nothing an agent needs to call it correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description reinforces the distinction between the two dimension values and mentions the account_code format and source tools, but this information is largely duplicated in the schema's property descriptions. No new semantic detail is added beyond what the schema already provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource ('Fetch a federal account's obligations') and immediately defines the two breakdown axes, distinguishing this from siblings. It also names the alternative tool for metadata/totals, making the purpose unmistakable.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly states when to use this tool (for breakdown by dimension) and when not to ('For the account's own metadata and top-level totals, use usaspending_get_federal_account'). It also tells the agent exactly where to obtain account codes from three sibling tools, leaving no ambiguity about prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_idv_awardsGet IDV Child AwardsA
Read-onlyIdempotent
Inspect

List child contracts and task/delivery orders placed under an IDV (Indefinite Delivery Vehicle) award. Each row includes the generated_unique_award_id to chain into usaspending_get_award for full detail. The award_id must be the generated_unique_award_id of the parent IDV — obtainable from usaspending_search_awards (generated_internal_id field) or from usaspending_get_award. IDV category awards returned by usaspending_get_award have child orders accessible via this tool.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
sortNoField to sort child awards by (e.g., obligated_amount, period_of_performance_start_date)obligated_amount
typeNoType of child awards to list: child_awards = task/delivery orders, child_idvs = sub-IDVs, grandchild_awards = orders under sub-IDVschild_awards
limitNoMaximum results per page (1–100)
orderNoSort directiondesc
award_idYesParent IDV generated_unique_award_id (e.g., CONT_IDV_NNK14MA74C_8000) — use generated_internal_id from usaspending_search_awards or generated_unique_award_id from usaspending_get_award

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe per-page limit that was applied.
errorNoPresent when the call failed. Absent on success.
shownNoNumber of child awards returned on this page.
noticeNoRecovery hint when results are empty — the award may have no children of the requested type. Absent when results are present.
resultsNoChild awards placed under this IDV
award_idNoParent IDV award ID queried
truncatedNoTrue when this page was full and more child awards may remain beyond it.
current_pageNoCurrent page returned
has_next_pageNoWhether more pages of child awards may remain — set on a full page even when the upstream flag reports none.
page_metadataNoPagination metadata (no total count available from this endpoint)
parent_award_idNoParent IDV award ID whose children were listed

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, so the safety profile is covered. The description adds the behavioral context that each row includes the generated_unique_award_id for chaining, and that the award_id must be an IDV-generated unique ID. This goes beyond the annotations by explaining the output linkage and the input constraint, which is valuable for the agent's understanding of how results can be used.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with zero waste. The first sentence states the core purpose, and the second provides essential input requirements and chaining information. It is front-loaded with the most critical information and structured logically, earning its place without any redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's 6 parameters and the presence of an output schema, the description covers the essential operational context: what it returns (rows with generated_unique_award_id), how to obtain the required parent ID, and the relationship to other tools. It does not need to explain the output schema since that exists separately. The only slight gap is that it doesn't explicitly state behavior for non-IDV inputs, but it implies the tool is for IDV awards. Overall, it is complete for an agent to call correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds significant extra meaning for the award_id parameter by specifying it must be the generated_unique_award_id and providing the exact source fields (generated_internal_id from usaspending_search_awards, or generated_unique_award_id from usaspending_get_award). It also clarifies the enum values for type (child_awards, child_idvs, grandchild_awards). This adds value beyond the schema descriptions.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb (List), resource (child contracts and task/delivery orders under an IDV award), and the distinguishing feature that each row includes the generated_unique_award_id to chain into usaspending_get_award. It explicitly differentiates from sibling tools like usaspending_get_award (which provides detail on a single award) and usaspending_search_awards (which searches), so an agent can select this tool unambiguously.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides explicit when-to-use guidance: it tells the agent that the award_id must be the generated_unique_award_id of the parent IDV and explains how to obtain it (from usaspending_search_awards generated_internal_id or usaspending_get_award). It also clarifies that IDV category awards from usaspending_get_award have child orders accessible here, effectively telling the agent to use this tool when they have a parent IDV and need child awards. No exclusions are needed because the scope is clearly defined.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_get_recipientGet Recipient ProfileA
Read-onlyIdempotent
Inspect

Fetch a recipient's full profile including address, business type codes, parent organization, alternate names, and total transaction and loan amounts. Recipient IDs are UUID hashes with a level suffix (-P parent, -C child, -R standalone) from usaspending_search_recipients or usaspending_get_award. Optionally scope the totals to a specific fiscal year and award type. UEI and DUNS values can be used to cross-reference with SAM.gov and SEC EDGAR.

ParametersJSON Schema
NameRequiredDescriptionDefault
award_typeNoAward type category to scope award totals
fiscal_yearNoFiscal year to scope award totals (e.g., 2024)
recipient_idYesRecipient hash ID (UUID with level suffix, e.g., b97d19b0-833c-8d8f-3a2c-157d04ea55ef-P) — from usaspending_search_recipients or usaspending_get_award

Output Schema

ParametersJSON Schema
NameRequiredDescription
ueiNoUnique Entity Identifier (SAM.gov)
dunsNoDUNS number (legacy)
nameNoRecipient legal business name
errorNoPresent when the call failed. Absent on success.
locationNoRecipient address
parent_ueiNoParent organization UEI
parent_nameNoParent organization name
recipient_idNoRecipient hash ID
business_typesNoBusiness type codes
alternate_namesNoAlternate business names
recipient_levelNoHierarchy level: P = parent, C = child, R = standalone
total_transactionsNoTotal number of award transactions
total_transaction_amountNoTotal transaction (award) amount in USD; scoped by fiscal_year/award_type when provided
total_face_value_loan_amountNoTotal face value of loans in USD
total_face_value_loan_transactionsNoNumber of face-value loan transactions

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, so the safety profile is covered. The description adds behavioral detail about the returned profile contents, the ID format (UUID with level suffix), and optional scoping of totals by fiscal year and award type. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three sentences, front-loaded with the core purpose and specific contents. The ID origin and optional filters are introduced efficiently without repetition or fluff. Every sentence adds essential context.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the output schema exists (so return values are structured), the description covers prerequisites (ID source), optional filters, and cross-referencing tips. An agent has everything needed to decide when and how to call this tool, and the read-only/idempotent annotations cover safety. No meaningful gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with descriptions for all parameters. The description adds value by explaining the recipient_id format and provenance (from which tools), and clarifies that award_type and fiscal_year scope award totals. This goes beyond the schema's basic attribute descriptions, aiding correct parameter use.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Fetch a recipient's full profile' and lists specific contents (address, business type codes, parent org, alternate names, totals). This distinguishes it from siblings like usaspending_search_recipients (search) and usaspending_get_award (award details), so an agent can immediately identify the tool's role.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use it: after obtaining a recipient_id from usaspending_search_recipients or usaspending_get_award. It provides context for ID prerequisites but does not explicitly state exclusions (e.g., 'use search_recipients to find recipients'). The guidance is clear but slightly implicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_list_agenciesList Federal AgenciesA
Read-onlyIdempotent
Inspect

List all top-tier federal agencies with toptier codes, agency slugs, budget authority amounts, and obligation totals for the current fiscal year. Use this as the entry point for agency navigation — toptier codes and agency slugs are required inputs for usaspending_get_agency and agency-based filters on spending analysis tools.

ParametersJSON Schema
NameRequiredDescriptionDefault
sortNoSort field: agency_name (alphabetical), budget_authority_amount, obligated_amount, or outlay_amountagency_name
orderNoSort direction: asc or descasc

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
totalNoTotal number of agencies returned
resultsNoList of top-tier federal agencies with budget and obligation data
agency_countNoTotal number of top-tier federal agencies returned

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true, covering the safety profile. The description adds meaningful behavioral context: it returns data for the current fiscal year only, lists the specific data elements, and frames the tool as the initial navigation step. This goes beyond merely restating the read-only nature, though it does not mention pagination or limits—minor given the output schema likely describes the response.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with no wasted words. The first sentence front-loads the core purpose and output content; the second provides critical usage context by naming downstream tools. Every sentence earns its keep.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple list tool with optional sort parameters and an output schema, the description is complete. It tells the agent exactly what will be returned, scopes the data to the current fiscal year, and explains how it fits into the broader toolchain. Required parameters are none, so no input gaps exist. The output schema covers return structure, so the description doesn't need to.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%: both 'sort' and 'order' parameters have clear enum values, defaults, and descriptions in the schema. The tool description does not add any extra parameter semantics beyond what the schema already provides, so the baseline of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('List'), a precise resource ('all top-tier federal agencies'), and the exact fields returned (toptier codes, agency slugs, budget authority, obligation totals). It also explicitly distinguishes itself from usaspending_get_agency by positioning itself as the entry point for agency navigation, so an agent can clearly tell them apart.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly says to use this tool as the entry point for agency navigation and notes that the toptier codes and agency slugs it returns are required inputs for usaspending_get_agency and agency-based filters. This gives clear when-to-use guidance and implies when not to use it (i.e., when you already have an agency identifier and need details).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_search_awardsSearch Federal AwardsA
Read-onlyIdempotent
Inspect

Search federal awards by keyword, recipient, agency, award type, NAICS code, assistance listing (CFDA) number, location, or date range. Returns ranked award summaries including recipient names, amounts, awarding agencies, and generated award IDs for use with usaspending_get_award; loan rows carry loan value, subsidy cost, and issue date in place of award amount and dates. Award types: A/B/C/D = contracts, IDV_A–IDV_E = IDVs, 02/03/04/05/F001/F002 = grants, 06/10/F006/F007 = direct payments, 07/08/F003/F004 = loans, 09/11/-1/F005/F008/F009/F010 = other assistance. Dates must be ISO 8601 (YYYY-MM-DD). Earliest data: 2007-10-01 via search API. DoD contracts have a 90-day publication lag.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based). Page-number pagination caps at a 50,000-result offset (page × limit), but the keyset cursor below is only returned while the offset stays under 10,000 — capture the cursor pair before paging past that, or the only way forward is page numbers.
sortNoSort field for results. Loans (07/08/F003/F004) sort by Loan Value, Subsidy Cost, Issued Date, Recipient Name, or Awarding Agency, defaulting to Loan Value. Every other group sorts by Award Amount, Total Outlays, Start Date, End Date, Recipient Name, or Awarding Agency, defaulting to Award Amount — except IDVs, which have no End Date. A sort the group does not support is rejected before the search runs.
limitNoMaximum results per page (1–100)
orderNoSort directiondesc
filtersNoOptional analytics-style filter object mirroring the shape the spending analytics tools accept, for reusing one filter set across tools. When both this object and the equivalent top-level flat filters are given, this object wins per-field. recipient_id is intentionally not accepted — this endpoint silently ignores it; filter by recipient via recipient_name.
keywordNoFull-text search across award descriptions, recipient names, and place names
agency_nameNoFilter to a specific awarding agency by name (e.g., "Department of Defense"). Use usaspending_autocomplete_filters type=awarding_agency to find exact names.
naics_codesNoFilter by NAICS industry codes (e.g., ["541512"]). Use usaspending_autocomplete_filters type=naics to look up codes.
time_periodNoFilter awards by date range (action date). Both blank means no date filter; one blank end is filled and named in the notice.
recipient_nameNoFilter by recipient name (partial match); maps to this endpoint's recipient_search_text. This endpoint has no recipient_id filter — use usaspending_search_recipients to look up a recipient by name.
location_filterNoFilter by place of performance location. Uses FIPS codes and 2-letter state abbreviations, not place names — use a geocoding server to resolve names to codes first.
award_type_codesNoFilter by award type codes. All codes must belong to a single group: A/B/C/D (contracts), IDV_A/IDV_B/IDV_B_A/IDV_B_B/IDV_B_C/IDV_C/IDV_D/IDV_E (IDVs), 02/03/04/05/F001/F002 (grants), 06/10/F006/F007 (direct payments), 07/08/F003/F004 (loans), 09/11/-1/F005/F008/F009/F010 (other assistance). Defaults to contracts. Mixing groups causes a 422 error. The group decides which sort values apply.
assistance_listingsNoFilter by Assistance Listing (CFDA) program numbers, e.g. ["93.866"]: two digits, a dot, then three digits or capital letters (11.67A). Matches an award when any of its listings equals one of these exactly; several values match any of them. A row's primary listing can differ from the one requested, and its amount is the whole award, not that listing's share. Assistance award types only — set award_type_codes to grants, direct payments, loans, or other assistance; contracts and IDVs carry no listings, so pairing them (including the default award_type_codes) is rejected. Use usaspending_autocomplete_filters type=cfda to look up numbers.
last_record_unique_idNoKeyset-pagination cursor: the last_record_unique_id from a prior response page_metadata. Provide together with last_record_sort_value.
last_record_sort_valueNoKeyset-pagination cursor: the last_record_sort_value from a prior response page_metadata. Provide together with last_record_unique_id to fetch the next page past the 50,000-result page-number cap. The upstream stops emitting the pair once page × limit reaches 10,000, so take it from a page below that offset. When both cursor fields are supplied, page is ignored.

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoPer-page cap (limit) applied to this page.
pageNoCurrent page number returned
errorNoPresent when the call failed. Absent on success.
shownNoNumber of awards returned on this page.
noticeNoHow to page on when more results may remain, which date bound was filled in when only the other was supplied, and — when results are empty — the applied filters with how to broaden. Absent when none applies.
resultsNoMatching award summaries
has_nextNoWhether more results may remain — set on a full page even when the upstream flag reports none.
truncatedNoTrue when this page was capped at `limit` and more results may remain (continue via page or the cursor).
page_metadataNoPagination metadata. This endpoint does not return a total match count; use has_next and the cursor pair to page.
applied_keywordNoKeyword filter applied to this search
upstream_messagesNoNotices the USAspending API returned with this response — e.g. a supplied filter it ignored because this endpoint does not support it. Every successful response also carries a standing advisory that search covers 2007-10-01 onward; that advisory is boilerplate, not a verdict on the dates requested. Present whenever the API returns any messages.
applied_agency_nameNoAwarding agency name filter applied
applied_naics_codesNoNAICS codes filter applied (comma-separated)
applied_time_period_endNoEnd of the date range sent (YYYY-MM-DD), including a filled-in end
applied_time_period_startNoStart of the date range sent (YYYY-MM-DD), including a filled-in start
applied_assistance_listingsNoAssistance Listing numbers filter applied (comma-separated)

TDQS

A4.3/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark the tool as read-only, idempotent, and open-world, and the description adds valuable non-obvious behavior: ranked award summaries, loan-specific field substitutions, award type group meanings, ISO 8601 date requirements, the 2007-10-01 data floor, and the 90-day DoD publication lag. This goes well beyond the structured annotations and materially helps the agent anticipate results.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact yet information-dense: each sentence carries a distinct fact, from search dimensions and return payload shape to award type codes, date constraints, and data lag. It is front-loaded with the core purpose and contains no filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with 15 parameters, a full output schema, and safety annotations, the description covers the highest-risk behavioral constraints—date floor, DoD lag, loan row differences, and award type grouping—while the schema handles pagination, defaults, and parameter-level details. Nothing essential for selecting or invoking the tool is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, with every parameter already documented in detail, including nested filters, cursors, and constraints. The description adds orienting context about award type codes and date formats, but it does not introduce new parameter-level semantics beyond what the schema already contains.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb ('Search federal awards') and enumerates the major search dimensions: keyword, recipient, agency, award type, NAICS, CFDA, location, and date range. It also states that the result includes generated award IDs for use with usaspending_get_award, which clearly distinguishes this search tool from the account, recipient, and spending siblings.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies its role as a broad federal award search and links downstream to usaspending_get_award, but it never explicitly tells an agent when to prefer this tool over usaspending_search_federal_accounts, usaspending_search_recipients, or the spending analysis tools. The schema hints at autocomplete helpers, but the main description does not state exclusions or alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_search_federal_accountsSearch Federal AccountsA
Read-onlyIdempotent
Inspect

List and keyword-search federal accounts by agency identifier or title keyword. Returns account numbers, names, managing agencies, and budgetary resources. Use account_number from results as input to usaspending_get_federal_account for full budget detail. Use usaspending_list_agencies to look up agency_identifier codes (3-digit strings, e.g. "097" for DoD).

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
limitNoMaximum results per page (1–100)
keywordNoFilter accounts by name or title keyword (e.g., "defense", "transportation")
sort_fieldNoField to sort results bybudgetary_resources
sort_directionNoSort directiondesc
agency_identifierNo3-digit agency identifier code (e.g., "097" for Department of Defense). Use usaspending_list_agencies to look up codes.

Output Schema

ParametersJSON Schema
NameRequiredDescription
pageNoCurrent page number returned
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery hint when results are empty — echoes applied filters and suggests how to broaden. Absent when results are present.
resultsNoMatching federal accounts
has_nextNoWhether there are more pages of results
totalCountNoTotal number of matching accounts across all pages (when available)
page_metadataNoPagination metadata

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and openWorldHint, so the description doesn't need to restate those. It adds behavioral value by specifying the returned fields (account numbers, names, managing agencies, budgetary resources) and the intended chaining to get_federal_account. This gives the agent insight into the result shape and how to proceed, which is helpful beyond mere annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences with no fluff. The primary purpose is front-loaded, followed by two directed usage notes for related tools. Every sentence earns its place, and the structure is clear and efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that the tool has an output schema and 6 optional parameters, the description covers the essential workflow: searching, retrieving results, and chaining to related tools. It doesn't explicitly address pagination or sorting, but the schema and defaults handle that. For a search tool, this description is sufficiently complete for an agent to invoke it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description reinforces the agency_identifier parameter by referencing usaspending_list_agencies for code lookup, which adds a hint about valid values. However, it does not add syntax or format details beyond what the schema provides, so it stays at baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool lists and keyword-searches federal accounts by agency identifier or title keyword, which is a specific verb+resource. It also distinguishes itself from the closely related usaspending_get_federal_account (which retrieves full details for a specific account) and usaspending_list_agencies (which returns agency identifiers). The purpose is unambiguous and separates it from other search tools in the sibling list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly tells the agent to use usaspending_get_federal_account for full budget detail after obtaining an account_number, and to use usaspending_list_agencies to look up agency_identifier codes. While it does not explicitly state when not to use this tool (e.g., vs. searching awards), the context of federal accounts is clear. The guidance is practical and linked to the workflow, earning a strong score.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_search_recipientsSearch Award RecipientsA
Read-onlyIdempotent
Inspect

Search for organizations or individuals receiving federal funds by name, UEI (Unique Entity Identifier), or DUNS. Returns recipient hash IDs, UEI/DUNS identifiers, total award amounts, and hierarchy level. Results are paginated — use page to retrieve matches beyond the first page; page_metadata.total reports the full match count. Recipient hash IDs from this tool can be passed to usaspending_get_recipient for full profiles. Recipient level: P = parent organization, C = child entity, R = standalone.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based) — request the next page to retrieve matches beyond the first
limitNoMaximum results per page (1–100)
keywordYesName, UEI, DUNS, or keyword to search for — partial matches are supported
award_typeNoFilter by award type category to scope the total amounts returned

Output Schema

ParametersJSON Schema
NameRequiredDescription
pageNoCurrent page number returned
errorNoPresent when the call failed. Absent on success.
noticeNoRecovery hint — how to continue to the next page when more results exist, or how to broaden the search when empty. Absent when the full match set fits on this page.
resultsNoMatching recipients
has_nextNoWhether there are more pages of results
totalCountNoTotal matching recipients across all pages
page_metadataNoPagination metadata — page through with the page input to reach later matches
recipient_countNoNumber of matching recipients returned on this page

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide readOnlyHint and idempotentHint, so the safety profile is known. The description adds behavioral nuance beyond annotations: pagination mechanics (use page, page_metadata.total), return fields, and hierarchy level definitions (P, C, R). No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is compact and front-loaded. Each sentence serves a purpose: core search action, returned fields, pagination, and hierarchical level explanation. No wasted words; ideal length for an agent to quickly parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of an output schema (which covers return values), the description covers essential aspects: what to search, pagination behavior, and hierarchy codes. It also references the companion tool. Minor gaps like error handling or rate limits are not documented, but they are not required given the annotations and output schema. Complete for typical agent use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all parameters. The description adds marginal semantics (e.g., 'partial matches are supported' is already in schema; pagination note aligns with page parameter but is more behavioral). No new parameter-level meaning is provided beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clear verb+resource: 'Search for organizations or individuals receiving federal funds' by name, UEI, or DUNS. It distinguishes itself from siblings like usaspending_get_recipient by explicitly noting returned hash IDs feed into that tool. Purpose is specific and unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

States clear context: search for recipients by identifier and that results are paginated. Mentions companion usaspending_get_recipient for full profiles, implying a follow-up path. However, it doesn't explicitly state when NOT to use this tool or compare with other search siblings (e.g., usaspending_search_awards), so not a full 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_spending_by_categorySpending by CategoryA
Read-onlyIdempotent
Inspect

Aggregate federal spending grouped by a specific dimension: NAICS industry code, PSC product/service code, awarding agency, funding agency, CFDA assistance program, or recipient. Returns top items with obligation amounts — useful for trend and breakdown analysis. Chain NAICS codes into usaspending_search_awards filters or usaspending_autocomplete_filters lookups.

ParametersJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based)
limitNoMaximum items to return (1–100)
filtersNoOptional filters to scope the aggregation
categoryYesBreakdown dimension: naics (industry), psc (product/service code), awarding_agency, awarding_subagency, funding_agency, funding_subagency, cfda (assistance programs), recipient_duns, or recipient_parent_duns

Output Schema

ParametersJSON Schema
NameRequiredDescription
pageNoCurrent page returned
errorNoPresent when the call failed. Absent on success.
noticeNoNames a date bound that was filled in because only the other was supplied, and suggests how to broaden filters when results are empty. Absent when neither applies.
resultsNoTop items in this category by obligation amount
categoryNoBreakdown dimension used
has_nextNoWhether there are more pages
totalCountNoTotal number of items in this category (when available)
page_metadataNoPagination metadata
applied_keywordsNoKeyword filters applied (comma-separated)
applied_agency_nameNoAwarding agency name filter applied
applied_naics_codesNoNAICS code filters applied (comma-separated)
applied_time_period_endNoEnd date sent (YYYY-MM-DD), including a filled-in end
applied_time_period_startNoStart date sent (YYYY-MM-DD), including a filled-in start

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already cover readOnlyHint, openWorldHint, and idempotentHint, so the safety profile is known. The description adds behavioral context by disclosing aggregation by dimension, top-item results with obligation amounts, and the chaining relationship to search/autocomplete tools. It does not contradict annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences and about 45 words, with the core aggregation behavior front-loaded before the use case and chaining guidance. Every sentence earns its place with no filler or redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is a complex aggregation endpoint with nested filters and an output schema, but the description covers the core behavior, supported categories, use case, and a follow-on workflow. Minor gaps like sorting order for 'top items' are not essential given the output schema and annotations.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all parameters (page, limit, filters, category) are already documented. The description adds minimal parameter-level meaning beyond the schema; it lists categories that echo the enum and gives one NAICS chaining tip. Baseline 3 is appropriate because the schema carries the burden.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the specific verb and resource: 'Aggregate federal spending grouped by a specific dimension', then enumerates the supported dimensions (NAICS, PSC, agencies, CFDA, recipient). It also states the output is top items with obligation amounts, which clearly distinguishes it from sibling tools like spending_by_geography or spending_over_time.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear context: 'useful for trend and breakdown analysis' and provides a concrete follow-on workflow ('Chain NAICS codes into usaspending_search_awards filters or usaspending_autocomplete_filters lookups'). It does not explicitly name alternatives to avoid or state when-not-to-use, but the usage context is strong enough.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_spending_by_geographySpending by GeographyA
Read-onlyIdempotent
Inspect

Aggregate federal spending by state, county, or congressional district. Useful for per-capita analysis, regional comparisons, and mapping federal investment patterns. Geographic filters accept FIPS codes and 2-letter state abbreviations — NOT place names. Resolve place names to FIPS codes using a geocoding server (Census or OpenStreetMap) before applying location filters. Chain per-capita results with Census population data for meaningful comparisons.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum geographic areas to return, ranked by aggregated_amount descending (1–500). The upstream endpoint is not paginated — it returns every matching area in one response — so this caps client-side. A nationwide county query matches over 3,000 areas.
scopeYesWhich location to aggregate by: place_of_performance (where work is done) or recipient_location (where the recipient is based)
filtersNoOptional filters to scope the spending aggregation
geo_layerYesGeographic granularity: state (50 states), county (county-level), or district (congressional district)
subawardsNoInclude subaward data instead of prime award data

Output Schema

ParametersJSON Schema
NameRequiredDescription
capNoThe limit that was applied.
errorNoPresent when the call failed. Absent on success.
scopeNoLocation scope used for aggregation
shownNoNumber of geographic areas returned.
totalNoNumber of geographic areas returned
noticeNoHow to reach areas omitted by limit, which time-period bound was filled in when only the other was supplied, and how to broaden filters when results are empty. Absent when none applies.
resultsNoSpending totals by geographic area
geo_layerNoGeographic granularity used
truncatedNoTrue when the area list was capped at limit.
area_countNoNumber of geographic areas returned
applied_scopeNoLocation scope applied: place_of_performance or recipient_location
applied_keywordsNoKeyword filters applied (comma-separated)
applied_geo_layerNoGeographic granularity applied: state, county, or district
truncationCeilingNoObligation amount of the lowest-ranked area shown — an upper bound on omitted ones.
applied_agency_nameNoAwarding agency name filter applied
applied_naics_codesNoNAICS code filters applied (comma-separated)
total_areas_availableNoNumber of geographic areas the filters matched, before limit was applied
applied_time_period_endNoEnd of the time period sent (YYYY-MM-DD), including a filled-in end
applied_time_period_startNoStart of the time period sent (YYYY-MM-DD), including a filled-in start
applied_award_type_defaultNoDisclosure that no filters were supplied, so award_type_codes defaulted to the complete set. Absent when the caller supplied at least one filter.

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, openWorldHint, and idempotentHint, so the safety profile is covered. The description adds valuable behavioral context beyond the annotations: it warns that geographic inputs must be FIPS codes or state abbreviations, not place names, and advises geocoding beforehand. This is a non-obvious input constraint that materially affects how the agent should call the tool. It does not contradict any annotation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is five sentences and front-loads the core purpose first. Each sentence adds distinct information: purpose, use cases, input format warning, geocoding remedy, and analytical follow-up. It is not overly long, but the geocoding instruction could be tightened to two sentences without losing content. Overall, it is structured and efficient.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the 5-parameter schema, nested filters object, and an output schema, the description does not need to restate return formats. It covers the essential operational guidance: granularity choices, input preparation, and analytical use. The only gap is that the 'location filters' phrase implies a parameter that is not clearly present in the schema, which could confuse an agent, but the output schema and parameter descriptions cover most invocation concerns.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and includes detailed descriptions for all five parameters, so the baseline is 3. The description goes further by explaining geographic input format expectations (FIPS/state abbreviations) and recommending chaining with Census population data, which are not in the schema. This adds practical meaning about how to prepare inputs and interpret results, though the exact parameter that accepts FIPS codes is not explicitly identified in the schema – a minor ambiguity.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description starts with a specific verb-resource pair: 'Aggregate federal spending by state, county, or congressional district.' This clearly distinguishes it from sibling tools like spending_by_category or spending_over_time, which aggregate on different dimensions. The phrase 'by state, county, or congressional district' also maps directly to the geo_layer enum in the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives concrete use cases ('per-capita analysis, regional comparisons, mapping federal investment patterns') and provides a critical prerequisite: resolving place names to FIPS codes before using location filters. It does not explicitly name sibling tools to avoid, but the use-case framing plus the tool name make the intended context clear. It could be stronger with an explicit 'use this when you need geographic aggregation, not when you need...' statement.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

usaspending_spending_over_timeSpending Over TimeA
Read-onlyIdempotent
Inspect

Fetch aggregated federal obligation amounts grouped by fiscal year, fiscal quarter, or fiscal month. All grouping is relative to the US government fiscal year (Oct–Sep), so fiscal month 1 is October, not January. Filter by award type, agency, recipient, keyword, or NAICS code to trace spending trends in a specific area. Returns per-period totals and optional breakdowns by award category (contracts, grants, direct payments, IDVs, loans, other).

ParametersJSON Schema
NameRequiredDescriptionDefault
groupYesTime grouping: fiscal_year (annual US govt FY: Oct–Sep), quarter (fiscal quarter), or month (fiscal month — an ordinal within the fiscal year, where 1 = October)
filtersNoFilters to scope the time-series aggregation. Defaults to contract awards when omitted.
subawardsNoAggregate subaward data instead of prime award data

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoPresent when the call failed. Absent on success.
groupNoTime grouping used
noticeNoNames a time-window bound that was filled in because only the other was supplied, and suggests broadening filters when no periods are returned. Absent when neither applies.
resultsNoTime-series of obligation totals
time_groupNoTime grouping applied: fiscal_year, quarter, or month
period_countNoNumber of time periods returned
total_periodsNoNumber of time periods returned
applied_keywordsNoKeyword filters applied (comma-separated)
applied_agency_nameNoAwarding agency name filter applied
applied_naics_codesNoNAICS code filters applied (comma-separated)
applied_time_period_endNoEnd of the time window sent (YYYY-MM-DD), including a filled-in end
applied_time_period_startNoStart of the time window sent (YYYY-MM-DD), including a filled-in start

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish read-only, idempotent, and open-world behavior, so the bar is lower. The description adds valuable behavioral context by explaining the US government fiscal-year calendar, that fiscal month 1 is October, and that results include per-period totals and optional award-category breakdowns. It does not introduce contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three dense sentences cover purpose, the critical fiscal-year nuance, filtering capabilities, and return shape without redundancy. The most important clarification (fiscal month 1 = October) is front-loaded near the primary purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complexity of a nested `filters` object and a rich output schema, the description adequately orients the agent on what the tool returns and how to scope it. The remaining details like award-type defaults, time window behavior, and subawards are fully described in the schema, so no essential decision-making context is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has 100% description coverage, including detailed explanations for `group`, `filters`, and subfields. The description reinforces the fiscal-year calendar and lists filter dimensions, but it does not add substantive parameter meaning beyond what the schema already provides, so the baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb ('Fetch aggregated federal obligation amounts'), a precise resource (time-series spending data), and distinct grouping dimensions (fiscal year/quarter/month). It clearly differentiates from siblings by emphasizing time-based aggregation rather than category or geography breakdowns.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives a clear use case: 'trace spending trends in a specific area' using temporal aggregation and filters. It does not explicitly name alternatives or state when not to use this tool, so it stops short of a 5, but the context is unambiguous enough for an agent to select it appropriately.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 6 tool updates
    • Changedusaspending_autocomplete_filters2 fields changed
      • changedInput schema / properties / type / description
        Previous value: -"Lookup table to search: naics (industry codes), psc (product/service codes), cfda (assistance programs), awarding_agency (agency names), recipient (recipient names)"New value: +"Lookup table to search: naics (industry codes), psc (product/service codes), cfda (Assistance Listing program numbers, for usaspending_search_awards assistance_listings), awarding_agency (agency names), recipient (recipient names)"
      • changedOutput schema / properties / results / items / properties / code / description
        Previous value: -"Code value (NAICS code, PSC code, CFDA number, or agency code); use this in filter parameters"New value: +"Code value (NAICS code, PSC code, Assistance Listing/CFDA number, or agency code); use this in filter parameters — an Assistance Listing number goes in usaspending_search_awards assistance_listings"
    • Changedusaspending_disaster_spending5 fields changed
      • changedInput schema / properties / spending_type / description
        Previous value: -"Data type for the agency and recipient dimensions: award (award-level obligations and outlays) or total (includes direct non-award spending). Ignored for cfda and overview; the geography dimension is not user-controllable and always reports obligation-based amounts."New value: +"Data type for the agency dimension: award (award-level obligations and outlays) or total (includes direct non-award spending, plus total budgetary resources). Ignored for cfda, recipient, and overview, which report award-level amounts either way; the geography dimension is not user-controllable and always reports obligation-based amounts."
      • changedOutput schema / properties / results / items / properties / id / description
        Previous value: -"Item ID"New value: +"Item ID. On the recipient dimension, a recipient hash ID for usaspending_get_recipient — the recipient-level (-R) ID when the recipient has several."
      • addedOutput schema / properties / results / items / properties / total_budgetary_resources
        Added value: +{
        +  "description": "Total budgetary resources in USD for this row (agency dimension with spending_type total)",
        +  "type": "number"
        +}
      • changedOutput schema / properties / spending_type / description
        Previous value: -"Data type returned — award/total for agency, cfda, and recipient; obligation for geography; spending for overview"New value: +"Data type returned — award/total for agency; the requested value echoed for cfda and recipient, whose amounts do not vary with it; obligation for geography; spending for overview"
      • addedOutput schema / properties / totals
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Totals across every matching row, as reported upstream — not a sum of this page. Present for the agency, cfda, and recipient dimensions; the members depend on dimension and spending_type. Absent for overview and geography.",
        +  "properties": {
        +    "award_count": {
        +      "description": "Number of awards across the result set (award-level breakdowns)",
        +      "type": "number"
        +    },
        +    "obligation": {
        +      "description": "Obligations in USD across the whole matching result set",
        +      "type": "number"
        +    },
        +    "outlay": {
        +      "description": "Outlays in USD across the whole matching result set",
        +      "type": "number"
        +    },
        +    "total_budgetary_resources": {
        +      "description": "Total budgetary resources in USD across the result set (agency dimension with spending_type total)",
        +      "type": "number"
        +    }
        +  },
        +  "type": "object"
        +}
    • Changedusaspending_search_awards29 fields changed
      • addedInput schema / properties / assistance_listings
        Added value: +{
        +  "description": "Filter by Assistance Listing (CFDA) program numbers, e.g. [\"93.866\"]: two digits, a dot, then three digits or capital letters (11.67A). Matches an award when any of its listings equals one of these exactly; several values match any of them. A row's primary listing can differ from the one requested, and its amount is the whole award, not that listing's share. Assistance award types only — set award_type_codes to grants, direct payments, loans, or other assistance; contracts and IDVs carry no listings, so pairing them (including the default award_type_codes) is rejected. Use usaspending_autocomplete_filters type=cfda to look up numbers.",
        +  "items": {
        +    "description": "Assistance Listing number, e.g. 93.866",
        +    "pattern": "^\\d{2}\\.[0-9A-Z]{3}$",
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • changedInput schema / properties / award_type_codes / description
        Previous value: -"Filter by award type codes. All codes must belong to a single group: A/B/C/D (contracts), 02/03/04/05 (grants), 06/10 (direct payments), 07/08 (loans), IDV_A–IDV_E (IDVs). Defaults to contracts. Mixing groups across categories causes a 422 error."New value: +"Filter by award type codes. All codes must belong to a single group: A/B/C/D (contracts), IDV_A/IDV_B/IDV_B_A/IDV_B_B/IDV_B_C/IDV_C/IDV_D/IDV_E (IDVs), 02/03/04/05/F001/F002 (grants), 06/10/F006/F007 (direct payments), 07/08/F003/F004 (loans), 09/11/-1/F005/F008/F009/F010 (other assistance). Defaults to contracts. Mixing groups causes a 422 error. The group decides which sort values apply."
      • addedInput schema / properties / award_type_codes / minItems
        Added value: +1
      • changedInput schema / properties / filters / properties / award_type_codes / description
        Previous value: -"Award type codes; all must belong to one group (A/B/C/D, 02/03/04/05, 06/10, 07/08, IDV_A–IDV_E)"New value: +"Award type codes; all must belong to one group (A/B/C/D contracts, IDV_A–IDV_E IDVs, 02/03/04/05/F001/F002 grants, 06/10/F006/F007 direct payments, 07/08/F003/F004 loans, 09/11/-1/F005/F008/F009/F010 other assistance). When non-empty, overrides the top-level award_type_codes and decides which sort values apply; an empty array falls back to the top-level value."
      • addedInput schema / properties / filters / properties / time_period_end / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_end / description
        Previous value: -"End date (YYYY-MM-DD). Requires time_period_start."New value: +"End date (YYYY-MM-DD). Given alone, the range starts at 2007-10-01, the earliest searchable date."
      • removedInput schema / properties / filters / properties / time_period_end / type
        Removed value: -"string"
      • addedInput schema / properties / filters / properties / time_period_start / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_start / description
        Previous value: -"Start date (YYYY-MM-DD); earliest valid 2007-10-01. Requires time_period_end."New value: +"Start date (YYYY-MM-DD); earliest valid 2007-10-01. Given alone, the range runs through today (UTC)."
      • removedInput schema / properties / filters / properties / time_period_start / type
        Removed value: -"string"
      • removedInput schema / properties / sort / default
        Removed value: -"Award Amount"
      • changedInput schema / properties / sort / description
        Previous value: -"Sort field for results"New value: +"Sort field for results. Loans (07/08/F003/F004) sort by Loan Value, Subsidy Cost, Issued Date, Recipient Name, or Awarding Agency, defaulting to Loan Value. Every other group sorts by Award Amount, Total Outlays, Start Date, End Date, Recipient Name, or Awarding Agency, defaulting to Award Amount — except IDVs, which have no End Date. A sort the group does not support is rejected before the search runs."
      • changedInput schema / properties / sort / enum
        Previous value: -[
        -  "Award Amount",
        -  "Total Outlays",
        -  "Start Date",
        -  "End Date",
        -  "Recipient Name",
        -  "Awarding Agency"
        -]New value: +[
        +  "Award Amount",
        +  "Total Outlays",
        +  "Start Date",
        +  "End Date",
        +  "Loan Value",
        +  "Subsidy Cost",
        +  "Issued Date",
        +  "Recipient Name",
        +  "Awarding Agency"
        +]
      • changedInput schema / properties / time_period / description
        Previous value: -"Filter awards by date range (action date)"New value: +"Filter awards by date range (action date). Both blank means no date filter; one blank end is filled and named in the notice."
      • addedInput schema / properties / time_period / properties / end_date / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / time_period / properties / end_date / description
        Previous value: -"End date in ISO 8601 format (YYYY-MM-DD)"New value: +"End date in ISO 8601 format (YYYY-MM-DD). Blank (\"\") leaves the end open, filled with today (UTC)."
      • removedInput schema / properties / time_period / properties / end_date / type
        Removed value: -"string"
      • addedInput schema / properties / time_period / properties / start_date / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / time_period / properties / start_date / description
        Previous value: -"Start date in ISO 8601 format (YYYY-MM-DD); earliest valid: 2007-10-01"New value: +"Start date in ISO 8601 format (YYYY-MM-DD); earliest valid: 2007-10-01. Blank (\"\") leaves the start open, filled with 2007-10-01."
      • removedInput schema / properties / time_period / properties / start_date / type
        Removed value: -"string"
      • addedOutput schema / properties / applied_assistance_listings
        Added value: +{
        +  "description": "Assistance Listing numbers filter applied (comma-separated)",
        +  "type": "string"
        +}
      • changedOutput schema / properties / applied_time_period_end / description
        Previous value: -"End date filter applied (YYYY-MM-DD)"New value: +"End of the date range sent (YYYY-MM-DD), including a filled-in end"
      • changedOutput schema / properties / applied_time_period_start / description
        Previous value: -"Start date filter applied (YYYY-MM-DD)"New value: +"Start of the date range sent (YYYY-MM-DD), including a filled-in start"
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `pagination_limit_exceeded`: page multiplied by limit exceeds the endpoint 50,000-result page window and no cursor was supplied. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `pagination_limit_exceeded`: page multiplied by limit exceeds the endpoint 50,000-result page window and no cursor was supplied. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. `date_range_inverted`: Both ends of the date range were supplied and the start date falls after the end date. `unsupported_sort`: The sort value is not one the award type group supports. `assistance_listings_type_mismatch`: assistance_listings was given while the award type codes include contract or IDV codes, or were left at the contract default. Other values are possible when a failure originates below the handler."
      • changedOutput schema / properties / error / properties / data / properties / reason / examples
        Previous value: -[
        -  "api_unavailable",
        -  "api_timeout",
        -  "pagination_limit_exceeded",
        -  "date_before_earliest"
        -]New value: +[
        +  "api_unavailable",
        +  "api_timeout",
        +  "pagination_limit_exceeded",
        +  "date_before_earliest",
        +  "date_range_inverted",
        +  "unsupported_sort",
        +  "assistance_listings_type_mismatch"
        +]
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery hint when results are empty — echoes applied filters and suggests how to broaden. Absent when results are present."New value: +"How to page on when more results may remain, which date bound was filled in when only the other was supplied, and — when results are empty — the applied filters with how to broaden. Absent when none applies."
      • addedOutput schema / properties / results / items / properties / issued_date
        Added value: +{
        +  "description": "Date the loan was issued (YYYY-MM-DD; loans only — they carry no start or end date)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / results / items / properties / loan_value
        Added value: +{
        +  "description": "Face value of the loan in USD (loans only — they carry no award_amount)",
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / subsidy_cost
        Added value: +{
        +  "description": "Original subsidy cost of the loan in USD — the estimated long-term cost to the government (loans only)",
        +  "type": "number"
        +}
    • Changedusaspending_spending_by_category11 fields changed
      • addedInput schema / properties / filters / properties / time_period_end / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_end / description
        Previous value: -"End date (YYYY-MM-DD)"New value: +"End date (YYYY-MM-DD). Given alone, the window starts at 2007-10-01, the earliest searchable date."
      • removedInput schema / properties / filters / properties / time_period_end / type
        Removed value: -"string"
      • addedInput schema / properties / filters / properties / time_period_start / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_start / description
        Previous value: -"Start date (YYYY-MM-DD)"New value: +"Start date (YYYY-MM-DD), 2007-10-01 or later. Given alone, the window runs through today (UTC)."
      • removedInput schema / properties / filters / properties / time_period_start / type
        Removed value: -"string"
      • changedOutput schema / properties / applied_time_period_end / description
        Previous value: -"End date filter applied (YYYY-MM-DD)"New value: +"End date sent (YYYY-MM-DD), including a filled-in end"
      • changedOutput schema / properties / applied_time_period_start / description
        Previous value: -"Start date filter applied (YYYY-MM-DD)"New value: +"Start date sent (YYYY-MM-DD), including a filled-in start"
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `date_range_inverted`: Both filters.time_period_start and filters.time_period_end were supplied and the start falls after the end. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. Other values are possible when a failure originates below the handler."
      • changedOutput schema / properties / error / properties / data / properties / reason / examples
        Previous value: -[
        -  "api_unavailable",
        -  "api_timeout"
        -]New value: +[
        +  "api_unavailable",
        +  "api_timeout",
        +  "date_range_inverted",
        +  "date_before_earliest"
        +]
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery hint when results are empty — suggests how to broaden filters. Absent when results are present."New value: +"Names a date bound that was filled in because only the other was supplied, and suggests how to broaden filters when results are empty. Absent when neither applies."
    • Changedusaspending_spending_by_geography11 fields changed
      • addedInput schema / properties / filters / properties / time_period_end / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_end / description
        Previous value: -"End of time period in ISO 8601 format (YYYY-MM-DD)"New value: +"End of time period (YYYY-MM-DD). Given alone, the period starts at 2007-10-01, the earliest searchable date."
      • removedInput schema / properties / filters / properties / time_period_end / type
        Removed value: -"string"
      • addedInput schema / properties / filters / properties / time_period_start / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_start / description
        Previous value: -"Start of time period in ISO 8601 format (YYYY-MM-DD)"New value: +"Start of time period (YYYY-MM-DD), 2007-10-01 or later. Given alone, the period runs through today (UTC)."
      • removedInput schema / properties / filters / properties / time_period_start / type
        Removed value: -"string"
      • changedOutput schema / properties / applied_time_period_end / description
        Previous value: -"End date filter applied (YYYY-MM-DD)"New value: +"End of the time period sent (YYYY-MM-DD), including a filled-in end"
      • changedOutput schema / properties / applied_time_period_start / description
        Previous value: -"Start date filter applied (YYYY-MM-DD)"New value: +"Start of the time period sent (YYYY-MM-DD), including a filled-in start"
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `date_range_inverted`: Both filters.time_period_start and filters.time_period_end were supplied and the start falls after the end. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. Other values are possible when a failure originates below the handler."
      • changedOutput schema / properties / error / properties / data / properties / reason / examples
        Previous value: -[
        -  "api_unavailable",
        -  "api_timeout"
        -]New value: +[
        +  "api_unavailable",
        +  "api_timeout",
        +  "date_range_inverted",
        +  "date_before_earliest"
        +]
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery hint when results are empty — suggests how to broaden filters. Absent when results are present."New value: +"How to reach areas omitted by limit, which time-period bound was filled in when only the other was supplied, and how to broaden filters when results are empty. Absent when none applies."
    • Changedusaspending_spending_over_time11 fields changed
      • addedInput schema / properties / filters / properties / time_period_end / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_end / description
        Previous value: -"End of the time window (YYYY-MM-DD)"New value: +"End of the time window (YYYY-MM-DD). Given alone, the window starts at 2007-10-01, the earliest searchable date."
      • removedInput schema / properties / filters / properties / time_period_end / type
        Removed value: -"string"
      • addedInput schema / properties / filters / properties / time_period_start / anyOf
        Added value: +[
        +  {
        +    "const": "",
        +    "type": "string"
        +  },
        +  {
        +    "description": "Date as YYYY-MM-DD; month and day may be unpadded",
        +    "pattern": "^\\d{4}-\\d{1,2}-\\d{1,2}$",
        +    "type": "string"
        +  }
        +]
      • changedInput schema / properties / filters / properties / time_period_start / description
        Previous value: -"Start of the time window (YYYY-MM-DD)"New value: +"Start of the time window (YYYY-MM-DD), 2007-10-01 or later. Given alone, the window runs through today (UTC)."
      • removedInput schema / properties / filters / properties / time_period_start / type
        Removed value: -"string"
      • changedOutput schema / properties / applied_time_period_end / description
        Previous value: -"End date filter applied (YYYY-MM-DD)"New value: +"End of the time window sent (YYYY-MM-DD), including a filled-in end"
      • changedOutput schema / properties / applied_time_period_start / description
        Previous value: -"Start date filter applied (YYYY-MM-DD)"New value: +"Start of the time window sent (YYYY-MM-DD), including a filled-in start"
      • changedOutput schema / properties / error / properties / data / properties / reason / description
        Previous value: -"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `date_range_inverted`: Both filters.time_period_start and filters.time_period_end were supplied and the start falls after the end. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. Other values are possible when a failure originates below the handler."
      • changedOutput schema / properties / error / properties / data / properties / reason / examples
        Previous value: -[
        -  "api_unavailable",
        -  "api_timeout"
        -]New value: +[
        +  "api_unavailable",
        +  "api_timeout",
        +  "date_range_inverted",
        +  "date_before_earliest"
        +]
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery hint when no periods are returned — suggests broadening filters. Absent when results are present."New value: +"Names a time-window bound that was filled in because only the other was supplied, and suggests broadening filters when no periods are returned. Absent when neither applies."
  2. 18 tool updates
    • Changedusaspending_autocomplete_filters6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "type",
        +      "search_text",
        +      "results",
        +      "total",
        +      "lookup_type",
        +      "query",
        +      "result_count"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `no_match`: No codes or names matched the search text. `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "no_match",
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "type",
        -  "search_text",
        -  "results",
        -  "total",
        -  "lookup_type",
        -  "query",
        -  "result_count"
        -]
    • Changedusaspending_disaster_spending6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "dimension",
        +      "spending_type",
        +      "results",
        +      "applied_dimension"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "dimension",
        -  "spending_type",
        -  "results",
        -  "applied_dimension"
        -]
    • Changedusaspending_get_agency6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "sub_agency_page",
        +      "has_more_sub_agencies"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `agency_not_found`: No agency found for the given toptier_code or agency_slug. `missing_input`: Neither toptier_code nor agency_slug was provided. `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "agency_not_found",
        +            "missing_input",
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "sub_agency_page",
        -  "has_more_sub_agencies"
        -]
    • Changedusaspending_get_award5 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    }
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `award_not_found`: No award exists for the given award ID. `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "award_not_found",
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedusaspending_get_award_federal_accounts6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "award_id",
        +      "results",
        +      "page_metadata",
        +      "current_page",
        +      "has_next_page"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "award_id",
        -  "results",
        -  "page_metadata",
        -  "current_page",
        -  "has_next_page"
        -]
    • Changedusaspending_get_award_subawards6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "award_id",
        +      "results",
        +      "page_metadata",
        +      "prime_award_id",
        +      "current_page",
        +      "has_next_page"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "award_id",
        -  "results",
        -  "page_metadata",
        -  "prime_award_id",
        -  "current_page",
        -  "has_next_page"
        -]
    • Changedusaspending_get_award_transactions6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "award_id",
        +      "results",
        +      "page_metadata",
        +      "queried_award_id",
        +      "current_page",
        +      "has_next_page"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "award_id",
        -  "results",
        -  "page_metadata",
        -  "queried_award_id",
        -  "current_page",
        -  "has_next_page"
        -]
    • Changedusaspending_get_federal_account5 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    }
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `account_not_found`: No federal account found for the given account code. `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "account_not_found",
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedusaspending_get_federal_account_breakdown6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "account_code",
        +      "dimension",
        +      "results",
        +      "page_metadata",
        +      "applied_dimension",
        +      "current_page",
        +      "has_next_page"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "account_code",
        -  "dimension",
        -  "results",
        -  "page_metadata",
        -  "applied_dimension",
        -  "current_page",
        -  "has_next_page"
        -]
    • Changedusaspending_get_idv_awards6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "award_id",
        +      "results",
        +      "page_metadata",
        +      "parent_award_id",
        +      "current_page",
        +      "has_next_page"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "award_id",
        -  "results",
        -  "page_metadata",
        -  "parent_award_id",
        -  "current_page",
        -  "has_next_page"
        -]
    • Changedusaspending_get_recipient5 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    }
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `recipient_not_found`: No recipient found for the given recipient ID. `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "recipient_not_found",
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
    • Changedusaspending_list_agencies6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "total",
        +      "agency_count"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "total",
        -  "agency_count"
        -]
    • Changedusaspending_search_awards6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "page_metadata",
        +      "page",
        +      "has_next"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. `pagination_limit_exceeded`: page multiplied by limit exceeds the endpoint 50,000-result page window and no cursor was supplied. `date_before_earliest`: The resolved start date precedes the 2007-10-01 earliest date this endpoint can search. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout",
        +            "pagination_limit_exceeded",
        +            "date_before_earliest"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "page_metadata",
        -  "page",
        -  "has_next"
        -]
    • Changedusaspending_search_federal_accounts6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "page_metadata",
        +      "page",
        +      "has_next"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "page_metadata",
        -  "page",
        -  "has_next"
        -]
    • Changedusaspending_search_recipients6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "results",
        +      "page_metadata",
        +      "recipient_count",
        +      "page",
        +      "has_next"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "results",
        -  "page_metadata",
        -  "recipient_count",
        -  "page",
        -  "has_next"
        -]
    • Changedusaspending_spending_by_category6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "category",
        +      "results",
        +      "page_metadata",
        +      "page",
        +      "has_next"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "category",
        -  "results",
        -  "page_metadata",
        -  "page",
        -  "has_next"
        -]
    • Changedusaspending_spending_by_geography6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "scope",
        +      "geo_layer",
        +      "results",
        +      "total",
        +      "total_areas_available",
        +      "applied_scope",
        +      "applied_geo_layer",
        +      "area_count"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "scope",
        -  "geo_layer",
        -  "results",
        -  "total",
        -  "total_areas_available",
        -  "applied_scope",
        -  "applied_geo_layer",
        -  "area_count"
        -]
    • Changedusaspending_spending_over_time6 fields changed
      • changedInput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedInput schema / additionalProperties
        Added value: +false
      • changedOutput schema / $schema
        Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
      • addedOutput schema / anyOf
        Added value: +[
        +  {
        +    "not": {
        +      "required": [
        +        "error"
        +      ]
        +    },
        +    "required": [
        +      "group",
        +      "results",
        +      "total_periods",
        +      "time_group",
        +      "period_count"
        +    ]
        +  },
        +  {
        +    "required": [
        +      "error"
        +    ]
        +  }
        +]
      • addedOutput schema / properties / error
        Added value: +{
        +  "additionalProperties": {},
        +  "description": "Present when the call failed. Absent on success.",
        +  "properties": {
        +    "code": {
        +      "description": "JSON-RPC error code for this failure.",
        +      "maximum": 9007199254740991,
        +      "minimum": -9007199254740991,
        +      "type": "integer"
        +    },
        +    "data": {
        +      "additionalProperties": {},
        +      "properties": {
        +        "reason": {
        +          "description": "Machine-readable failure mode. Declared by this tool: `api_unavailable`: USAspending.gov API is unreachable or returns an error. `api_timeout`: USAspending.gov did not respond before the request deadline elapsed. Other values are possible when a failure originates below the handler.",
        +          "examples": [
        +            "api_unavailable",
        +            "api_timeout"
        +          ],
        +          "type": "string"
        +        },
        +        "recovery": {
        +          "additionalProperties": {},
        +          "description": "Actionable next step for the caller.",
        +          "properties": {
        +            "hint": {
        +              "type": "string"
        +            }
        +          },
        +          "required": [
        +            "hint"
        +          ],
        +          "type": "object"
        +        },
        +        "retryable": {
        +          "description": "Whether retrying may succeed.",
        +          "type": "boolean"
        +        }
        +      },
        +      "type": "object"
        +    },
        +    "message": {
        +      "description": "Human-readable description of what went wrong.",
        +      "type": "string"
        +    }
        +  },
        +  "required": [
        +    "code",
        +    "message"
        +  ],
        +  "type": "object"
        +}
      • removedOutput schema / required
        Removed value: -[
        -  "group",
        -  "results",
        -  "total_periods",
        -  "time_group",
        -  "period_count"
        -]
  3. 1 tool update
    • Changedusaspending_disaster_spending4 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The result-set ceiling the upstream applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Caveat explaining a capped total and how to bring the set under the cap.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of results returned on this page.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when the upstream capped the reachable result set rather than counting it.",
        +  "type": "boolean"
        +}
  4. 5 tool updates
    • Removedusaspending_autocomplete
    • Addedusaspending_autocomplete_filters
    • Changedusaspending_get_award3 fields changed
      • changedOutput schema / properties / period_of_performance / properties / end_date / description
        Previous value: -"Performance end date"New value: +"Performance end date (YYYY-MM-DD)"
      • changedOutput schema / properties / period_of_performance / properties / potential_end_date / description
        Previous value: -"Potential end date including options"New value: +"Potential end date including options (YYYY-MM-DD)"
      • changedOutput schema / properties / period_of_performance / properties / start_date / description
        Previous value: -"Performance start date"New value: +"Performance start date (YYYY-MM-DD)"
    • Changedusaspending_search_awards2 fields changed
      • changedInput schema / properties / agency_name / description
        Previous value: -"Filter to a specific awarding agency by name (e.g., \"Department of Defense\"). Use usaspending_autocomplete type=awarding_agency to find exact names."New value: +"Filter to a specific awarding agency by name (e.g., \"Department of Defense\"). Use usaspending_autocomplete_filters type=awarding_agency to find exact names."
      • changedInput schema / properties / naics_codes / description
        Previous value: -"Filter by NAICS industry codes (e.g., [\"541512\"]). Use usaspending_autocomplete type=naics to look up codes."New value: +"Filter by NAICS industry codes (e.g., [\"541512\"]). Use usaspending_autocomplete_filters type=naics to look up codes."
    • Changedusaspending_spending_by_geography9 fields changed
      • changedInput schema / properties / filters / properties / award_type_codes / description
        Previous value: -"Award type codes: A/B/C/D (contracts), 02–05 (grants), 06/10 (direct payments), 07/08 (loans)"New value: +"Award type codes: A/B/C/D (contracts), IDV_A–IDV_E (IDVs), 02–05 (grants), 06/10 (direct payments), 07/08 (loans), 09/11 (insurance and other assistance), -1 (unspecified). Groups may be mixed here. Omit to aggregate every type."
      • addedInput schema / properties / limit
        Added value: +{
        +  "default": 50,
        +  "description": "Maximum geographic areas to return, ranked by aggregated_amount descending (1–500). The upstream endpoint is not paginated — it returns every matching area in one response — so this caps client-side. A nationwide county query matches over 3,000 areas.",
        +  "maximum": 500,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • addedOutput schema / properties / applied_award_type_default
        Added value: +{
        +  "description": "Disclosure that no filters were supplied, so award_type_codes defaulted to the complete set. Absent when the caller supplied at least one filter.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The limit that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of geographic areas returned.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / total_areas_available
        Added value: +{
        +  "description": "Number of geographic areas the filters matched, before limit was applied",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when the area list was capped at limit.",
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / truncationCeiling
        Added value: +{
        +  "description": "Obligation amount of the lowest-ranked area shown — an upper bound on omitted ones.",
        +  "type": "number"
        +}
      • changedOutput schema / required
        Previous value: -[
        -  "scope",
        -  "geo_layer",
        -  "results",
        -  "total",
        -  "applied_scope",
        -  "applied_geo_layer",
        -  "area_count"
        -]New value: +[
        +  "scope",
        +  "geo_layer",
        +  "results",
        +  "total",
        +  "total_areas_available",
        +  "applied_scope",
        +  "applied_geo_layer",
        +  "area_count"
        +]
  5. 2 tool updates
    • Changedusaspending_search_awards7 fields changed
      • changedInput schema / properties / last_record_sort_value / description
        Previous value: -"Keyset-pagination cursor: the last_record_sort_value from a prior response page_metadata. Provide together with last_record_unique_id to fetch the next page past the 50,000-result page-number cap. When both cursor fields are supplied, page is ignored."New value: +"Keyset-pagination cursor: the last_record_sort_value from a prior response page_metadata. Provide together with last_record_unique_id to fetch the next page past the 50,000-result page-number cap. The upstream stops emitting the pair once page × limit reaches 10,000, so take it from a page below that offset. When both cursor fields are supplied, page is ignored."
      • changedInput schema / properties / page / description
        Previous value: -"Page number (1-based). Page-number pagination caps at a 50,000-result offset (page × limit); to read past that, use the cursor fields below."New value: +"Page number (1-based). Page-number pagination caps at a 50,000-result offset (page × limit), but the keyset cursor below is only returned while the offset stays under 10,000 — capture the cursor pair before paging past that, or the only way forward is page numbers."
      • changedOutput schema / properties / has_next / description
        Previous value: -"Whether there are more pages of results"New value: +"Whether more results may remain — set on a full page even when the upstream flag reports none."
      • changedOutput schema / properties / page_metadata / properties / has_next / description
        Previous value: -"Whether there are more pages of results"New value: +"Whether more results may remain — true on a full page even when the upstream flag reports none, since this endpoint under-reports continuation on a final full page and on every page past a 10,000-result offset. A short or empty page marks the end."
      • changedOutput schema / properties / page_metadata / properties / last_record_sort_value / description
        Previous value: -"Keyset-pagination cursor for the next page — pass back as last_record_sort_value to continue past the 50,000-result page limit"New value: +"Keyset-pagination cursor for the next page — pass back as last_record_sort_value to continue past the 50,000-result page limit. Absent once page × limit reaches 10,000, where the upstream stops emitting the pair."
      • changedOutput schema / properties / page_metadata / properties / last_record_unique_id / description
        Previous value: -"Keyset-pagination cursor for the next page — pass back as last_record_unique_id alongside last_record_sort_value"New value: +"Keyset-pagination cursor for the next page — pass back as last_record_unique_id alongside last_record_sort_value. Absent on the same pages that omit last_record_sort_value."
      • changedOutput schema / properties / truncated / description
        Previous value: -"True when this page was capped at `limit` and more results remain (continue via page or the cursor)."New value: +"True when this page was capped at `limit` and more results may remain (continue via page or the cursor)."
    • Changedusaspending_spending_over_time1 field changed
      • addedOutput schema / properties / results / items / properties / idvs
        Added value: +{
        +  "description": "IDV (Indefinite Delivery Vehicle) obligation amount in USD for this period",
        +  "type": "number"
        +}
  6. 3 tool updates
    • Addedusaspending_get_award_federal_accounts
    • Changedusaspending_get_federal_account2 fields changed
      • changedInput schema / properties / account_code / description
        Previous value: -"Federal account code in AGENCY-MAIN format (e.g., 097-0100). Returned as account_number by usaspending_search_federal_accounts."New value: +"Federal account code in AGENCY-MAIN format (e.g., 097-0100). Returned as account_number by usaspending_search_federal_accounts and as federal_account by usaspending_get_award_federal_accounts."
      • addedOutput schema / properties / children
        Added value: +{
        +  "description": "Treasury Account Symbol (TAS) components that make up this federal account, each with its own obligated, outlay, and budgetary-resource amounts. Omitted when the upstream returns none.",
        +  "items": {
        +    "additionalProperties": false,
        +    "description": "Treasury Account Symbol component with its own financial amounts",
        +    "properties": {
        +      "budgetary_resources_amount": {
        +        "description": "Budgetary resources in USD for this Treasury Account Symbol",
        +        "type": "number"
        +      },
        +      "code": {
        +        "description": "Full Treasury Account Symbol (e.g., 080-2020/2021-0120-000) — the availability-period-scoped component of this federal account, not an account_code accepted by this tool",
        +        "type": "string"
        +      },
        +      "gross_outlay_amount": {
        +        "description": "Gross outlay amount in USD for this Treasury Account Symbol",
        +        "type": "number"
        +      },
        +      "name": {
        +        "description": "Treasury Account Symbol title",
        +        "type": "string"
        +      },
        +      "obligated_amount": {
        +        "description": "Obligated amount in USD for this Treasury Account Symbol",
        +        "type": "number"
        +      }
        +    },
        +    "type": "object"
        +  },
        +  "type": "array"
        +}
    • Addedusaspending_get_federal_account_breakdown
  7. 3 tool updates
    • Changedusaspending_get_federal_account1 field changed
      • changedInput schema / properties / account_code / description
        Previous value: -"Federal account code in AGENCY-MAIN format (e.g., 097-0100). Appears in award funding details from usaspending_get_award."New value: +"Federal account code in AGENCY-MAIN format (e.g., 097-0100). Returned as account_number by usaspending_search_federal_accounts."
    • Changedusaspending_search_awards1 field changed
      • changedOutput schema / properties / upstream_messages / description
        Previous value: -"Notices the USAspending API returned for this request — e.g. a supplied filter that was ignored because this endpoint does not support it, or the 2007-10-01 date-floor note. Present whenever the API returns any messages."New value: +"Notices the USAspending API returned with this response — e.g. a supplied filter it ignored because this endpoint does not support it. Every successful response also carries a standing advisory that search covers 2007-10-01 onward; that advisory is boilerplate, not a verdict on the dates requested. Present whenever the API returns any messages."
    • Changedusaspending_spending_over_time4 fields changed
      • changedInput schema / properties / group / description
        Previous value: -"Time grouping: fiscal_year (annual US govt FY: Oct–Sep), quarter (fiscal quarter), or month (calendar month)"New value: +"Time grouping: fiscal_year (annual US govt FY: Oct–Sep), quarter (fiscal quarter), or month (fiscal month — an ordinal within the fiscal year, where 1 = October)"
      • changedOutput schema / properties / results / items / properties / time_period / description
        Previous value: -"Time period for this row"New value: +"Time period for this row. Populated per the requested grouping: fiscal_year alone, fiscal_year + quarter, or fiscal_year + month."
      • removedOutput schema / properties / results / items / properties / time_period / properties / calendar_year
        Removed value: -{
        -  "description": "Calendar year",
        -  "type": "string"
        -}
      • changedOutput schema / properties / results / items / properties / time_period / properties / month / description
        Previous value: -"Calendar month (1–12)"New value: +"Fiscal month: an ordinal within fiscal_year, 1–12, where 1 = October and 12 = September. Fiscal month 1 of FY2025 is October 2024 — not January."
  8. 4 tool updates
    • Changedusaspending_get_agency14 fields changed
      • addedInput schema / properties / page
        Added value: +{
        +  "default": 1,
        +  "description": "Sub-agency breakdown page (1-based, 10 per page). Use with sub_agency_page_metadata.has_next to page through the full list.",
        +  "maximum": 9007199254740991,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • removedOutput schema / properties / budget_authority_amount
        Removed value: -{
        -  "description": "Total budget authority amount in USD for current fiscal year",
        -  "type": "number"
        -}
      • addedOutput schema / properties / budgetary_resources_amount
        Added value: +{
        +  "description": "Total budgetary resources in USD for the fiscal year",
        +  "type": "number"
        +}
      • addedOutput schema / properties / fiscal_year
        Added value: +{
        +  "description": "Fiscal year the budgetary totals below reflect (most recent available)",
        +  "type": "number"
        +}
      • addedOutput schema / properties / has_more_sub_agencies
        Added value: +{
        +  "description": "Whether more sub-agency pages are available",
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Guidance when the sub-agency breakdown is truncated — how to page for the rest. Absent when the last page is shown.",
        +  "type": "string"
        +}
      • changedOutput schema / properties / obligated_amount / description
        Previous value: -"Total obligated amount in USD for current fiscal year"New value: +"Total amount obligated in USD for the fiscal year"
      • addedOutput schema / properties / outlay_amount
        Added value: +{
        +  "description": "Total outlays in USD for the fiscal year",
        +  "type": "number"
        +}
      • changedOutput schema / properties / sub_agencies / description
        Previous value: -"Sub-agency breakdown within this toptier agency"New value: +"Sub-agency breakdown within this toptier agency (one page)"
      • addedOutput schema / properties / sub_agency_page
        Added value: +{
        +  "description": "Current sub-agency page returned",
        +  "type": "number"
        +}
      • addedOutput schema / properties / sub_agency_page_metadata
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Pagination metadata for the sub-agency breakdown",
        +  "properties": {
        +    "has_next": {
        +      "description": "Whether more sub-agency pages are available",
        +      "type": "boolean"
        +    },
        +    "limit": {
        +      "description": "Sub-agencies per page",
        +      "type": "number"
        +    },
        +    "page": {
        +      "description": "Current sub-agency page number",
        +      "type": "number"
        +    },
        +    "total": {
        +      "description": "Total sub-agencies across all pages",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "page",
        +    "has_next",
        +    "limit"
        +  ],
        +  "type": "object"
        +}
      • addedOutput schema / properties / sub_agency_total
        Added value: +{
        +  "description": "Total sub-agencies across all pages (when available)",
        +  "type": "number"
        +}
      • removedOutput schema / properties / transactions_count
        Removed value: -{
        -  "description": "Total transaction count",
        -  "type": "number"
        -}
      • addedOutput schema / required
        Added value: +[
        +  "sub_agency_page",
        +  "has_more_sub_agencies"
        +]
    • Changedusaspending_get_award1 field changed
      • removedOutput schema / properties / transactions_count
        Removed value: -{
        -  "description": "Number of transactions; use with usaspending_get_award_transactions",
        -  "type": "number"
        -}
    • Changedusaspending_get_award_transactions1 field changed
      • changedOutput schema / properties / notice / description
        Previous value: -"Guidance when no transactions were returned — suggests checking transactions_count from usaspending_get_award first. Absent when results are present."New value: +"Guidance when no transactions were returned — helps confirm the award_id is a valid generated_internal_id. Absent when results are present."
    • Changedusaspending_get_recipient9 fields changed
      • removedOutput schema / properties / business_types_description
        Removed value: -{
        -  "description": "Human-readable business type descriptions",
        -  "items": {
        -    "type": "string"
        -  },
        -  "type": "array"
        -}
      • addedOutput schema / properties / location / properties / zip
        Added value: +{
        +  "description": "ZIP code",
        +  "type": "string"
        +}
      • addedOutput schema / properties / location / properties / zip4
        Added value: +{
        +  "description": "ZIP+4 extension",
        +  "type": "string"
        +}
      • removedOutput schema / properties / location / properties / zip5
        Removed value: -{
        -  "description": "5-digit ZIP code",
        -  "type": "string"
        -}
      • removedOutput schema / properties / total
        Removed value: -{
        -  "additionalProperties": false,
        -  "description": "Total award amounts by type",
        -  "properties": {
        -    "contracts": {
        -      "description": "Total contracts amount in USD",
        -      "type": "number"
        -    },
        -    "direct_payments": {
        -      "description": "Total direct payments amount in USD",
        -      "type": "number"
        -    },
        -    "grants": {
        -      "description": "Total grants amount in USD",
        -      "type": "number"
        -    },
        -    "loans": {
        -      "description": "Total loans amount in USD",
        -      "type": "number"
        -    },
        -    "other": {
        -      "description": "Total other financial assistance amount in USD",
        -      "type": "number"
        -    }
        -  },
        -  "type": "object"
        -}
      • addedOutput schema / properties / total_face_value_loan_amount
        Added value: +{
        +  "description": "Total face value of loans in USD",
        +  "type": "number"
        +}
      • addedOutput schema / properties / total_face_value_loan_transactions
        Added value: +{
        +  "description": "Number of face-value loan transactions",
        +  "type": "number"
        +}
      • addedOutput schema / properties / total_transaction_amount
        Added value: +{
        +  "description": "Total transaction (award) amount in USD; scoped by fiscal_year/award_type when provided",
        +  "type": "number"
        +}
      • addedOutput schema / properties / total_transactions
        Added value: +{
        +  "description": "Total number of award transactions",
        +  "type": "number"
        +}
  9. 3 tool updates
    • Changedusaspending_autocomplete6 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum number of results to return (1–50)"New value: +"Maximum number of results to return (1–500). The recipient lookup enforces an upstream max of 500; naics/psc/cfda/awarding_agency return only their matching entries regardless."
      • changedInput schema / properties / limit / maximum
        Previous value: -50New value: +500
      • changedOutput schema / properties / results / items / description
        Previous value: -"Matched code entry with optional code, name, and ID fields"New value: +"Matched entry — code/name for code lookups, name plus optional UEI/DUNS for recipients"
      • addedOutput schema / properties / results / items / properties / duns
        Added value: +{
        +  "description": "DUNS number (legacy) — recipient type only; populated when the search text matches a DUNS",
        +  "type": "string"
        +}
      • changedOutput schema / properties / results / items / properties / id / description
        Previous value: -"Numeric or string ID (for agency and recipient types)"New value: +"Numeric or string ID (for the awarding_agency type)"
      • addedOutput schema / properties / results / items / properties / uei
        Added value: +{
        +  "description": "Unique Entity Identifier (SAM.gov) — recipient type only; populated when the search text matches a UEI",
        +  "type": "string"
        +}
    • Changedusaspending_get_idv_awards3 fields changed
      • changedOutput schema / properties / has_next_page / description
        Previous value: -"Whether there are more pages of child awards"New value: +"Whether more pages of child awards may remain — set on a full page even when the upstream flag reports none."
      • changedOutput schema / properties / page_metadata / properties / has_next / description
        Previous value: -"Whether there are more pages of results"New value: +"Whether more child awards may remain — true on a full page even when the upstream flag reports none (this endpoint returns no total). A short or empty page marks the end."
      • changedOutput schema / properties / truncated / description
        Previous value: -"True when more child awards remain beyond this page."New value: +"True when this page was full and more child awards may remain beyond it."
    • Changedusaspending_search_recipients15 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum results to return (1–100)"New value: +"Maximum results per page (1–100)"
      • addedInput schema / properties / page
        Added value: +{
        +  "default": 1,
        +  "description": "Page number (1-based) — request the next page to retrieve matches beyond the first",
        +  "maximum": 9007199254740991,
        +  "minimum": 1,
        +  "type": "integer"
        +}
      • removedOutput schema / properties / cap
        Removed value: -{
        -  "description": "The limit that was applied.",
        -  "type": "number"
        -}
      • addedOutput schema / properties / has_next
        Added value: +{
        +  "description": "Whether there are more pages of results",
        +  "type": "boolean"
        +}
      • changedOutput schema / properties / notice / description
        Previous value: -"Recovery hint when results are empty — suggests how to broaden the search. Absent when results are present."New value: +"Recovery hint — how to continue to the next page when more results exist, or how to broaden the search when empty. Absent when the full match set fits on this page."
      • addedOutput schema / properties / page
        Added value: +{
        +  "description": "Current page number returned",
        +  "type": "number"
        +}
      • addedOutput schema / properties / page_metadata
        Added value: +{
        +  "additionalProperties": false,
        +  "description": "Pagination metadata — page through with the page input to reach later matches",
        +  "properties": {
        +    "has_next": {
        +      "description": "Whether there are more pages of results",
        +      "type": "boolean"
        +    },
        +    "limit": {
        +      "description": "Results per page",
        +      "type": "number"
        +    },
        +    "page": {
        +      "description": "Current page number",
        +      "type": "number"
        +    },
        +    "total": {
        +      "description": "Total matching recipients across all pages",
        +      "type": "number"
        +    }
        +  },
        +  "required": [
        +    "page",
        +    "has_next",
        +    "limit"
        +  ],
        +  "type": "object"
        +}
      • changedOutput schema / properties / recipient_count / description
        Previous value: -"Number of matching recipients returned"New value: +"Number of matching recipients returned on this page"
      • removedOutput schema / properties / results / items / properties / location
        Removed value: -{
        -  "additionalProperties": false,
        -  "description": "Recipient address location",
        -  "properties": {
        -    "city_name": {
        -      "description": "City of recipient address",
        -      "type": "string"
        -    },
        -    "country_code": {
        -      "description": "Country code",
        -      "type": "string"
        -    },
        -    "state_code": {
        -      "description": "State code",
        -      "type": "string"
        -    }
        -  },
        -  "type": "object"
        -}
      • removedOutput schema / properties / results / items / properties / state
        Removed value: -{
        -  "description": "State code of recipient address",
        -  "type": "string"
        -}
      • removedOutput schema / properties / shown
        Removed value: -{
        -  "description": "Number of recipients returned.",
        -  "type": "number"
        -}
      • removedOutput schema / properties / total
        Removed value: -{
        -  "description": "Number of results returned",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total matching recipients across all pages",
        +  "type": "number"
        +}
      • removedOutput schema / properties / truncated
        Removed value: -{
        -  "description": "True when results were capped at the limit.",
        -  "type": "boolean"
        -}
      • changedOutput schema / required
        Previous value: -[
        -  "results",
        -  "total",
        -  "recipient_count"
        -]New value: +[
        +  "results",
        +  "page_metadata",
        +  "recipient_count",
        +  "page",
        +  "has_next"
        +]
  10. 1 tool update
    • Changedusaspending_search_awards15 fields changed
      • addedInput schema / properties / filters
        Added value: +{
        +  "description": "Optional analytics-style filter object mirroring the shape the spending analytics tools accept, for reusing one filter set across tools. When both this object and the equivalent top-level flat filters are given, this object wins per-field. recipient_id is intentionally not accepted — this endpoint silently ignores it; filter by recipient via recipient_name.",
        +  "properties": {
        +    "agency_name": {
        +      "description": "Awarding agency name (toptier), e.g., \"Department of Defense\"",
        +      "type": "string"
        +    },
        +    "award_type_codes": {
        +      "description": "Award type codes; all must belong to one group (A/B/C/D, 02/03/04/05, 06/10, 07/08, IDV_A–IDV_E)",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "keywords": {
        +      "description": "Full-text search terms across award descriptions, recipient names, and places",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "naics_codes": {
        +      "description": "NAICS industry codes to require, e.g., [\"541512\"]",
        +      "items": {
        +        "type": "string"
        +      },
        +      "type": "array"
        +    },
        +    "recipient_name": {
        +      "description": "Recipient name search (partial match); maps to recipient_search_text. Use instead of recipient_id, which this endpoint ignores.",
        +      "type": "string"
        +    },
        +    "time_period_end": {
        +      "description": "End date (YYYY-MM-DD). Requires time_period_start.",
        +      "type": "string"
        +    },
        +    "time_period_start": {
        +      "description": "Start date (YYYY-MM-DD); earliest valid 2007-10-01. Requires time_period_end.",
        +      "type": "string"
        +    }
        +  },
        +  "type": "object"
        +}
      • addedInput schema / properties / last_record_sort_value
        Added value: +{
        +  "description": "Keyset-pagination cursor: the last_record_sort_value from a prior response page_metadata. Provide together with last_record_unique_id to fetch the next page past the 50,000-result page-number cap. When both cursor fields are supplied, page is ignored.",
        +  "type": "string"
        +}
      • addedInput schema / properties / last_record_unique_id
        Added value: +{
        +  "description": "Keyset-pagination cursor: the last_record_unique_id from a prior response page_metadata. Provide together with last_record_sort_value.",
        +  "maximum": 9007199254740991,
        +  "minimum": -9007199254740991,
        +  "type": "integer"
        +}
      • changedInput schema / properties / page / description
        Previous value: -"Page number (1-based)"New value: +"Page number (1-based). Page-number pagination caps at a 50,000-result offset (page × limit); to read past that, use the cursor fields below."
      • changedInput schema / properties / recipient_name / description
        Previous value: -"Filter by recipient name (partial match). Use usaspending_search_recipients for precise recipient_id filtering."New value: +"Filter by recipient name (partial match); maps to this endpoint's recipient_search_text. This endpoint has no recipient_id filter — use usaspending_search_recipients to look up a recipient by name."
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "Per-page cap (limit) applied to this page.",
        +  "type": "number"
        +}
      • changedOutput schema / properties / page_metadata / description
        Previous value: -"Pagination metadata"New value: +"Pagination metadata. This endpoint does not return a total match count; use has_next and the cursor pair to page."
      • addedOutput schema / properties / page_metadata / properties / last_record_sort_value
        Added value: +{
        +  "description": "Keyset-pagination cursor for the next page — pass back as last_record_sort_value to continue past the 50,000-result page limit",
        +  "type": "string"
        +}
      • addedOutput schema / properties / page_metadata / properties / last_record_unique_id
        Added value: +{
        +  "description": "Keyset-pagination cursor for the next page — pass back as last_record_unique_id alongside last_record_sort_value",
        +  "type": "number"
        +}
      • removedOutput schema / properties / page_metadata / properties / total
        Removed value: -{
        -  "description": "Total number of matching awards",
        -  "type": "number"
        -}
      • addedOutput schema / properties / results / items / properties / agency_slug
        Added value: +{
        +  "description": "URL-friendly awarding-agency slug (e.g., national-aeronautics-and-space-administration) — pass to usaspending_get_agency as agency_slug. Absent when the agency has no profile page.",
        +  "type": "string"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of awards returned on this page.",
        +  "type": "number"
        +}
      • removedOutput schema / properties / totalCount
        Removed value: -{
        -  "description": "Total number of matching awards across all pages (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when this page was capped at `limit` and more results remain (continue via page or the cursor).",
        +  "type": "boolean"
        +}
      • addedOutput schema / properties / upstream_messages
        Added value: +{
        +  "description": "Notices the USAspending API returned for this request — e.g. a supplied filter that was ignored because this endpoint does not support it, or the 2007-10-01 date-floor note. Present whenever the API returns any messages.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
  11. 1 tool update
    • Changedusaspending_disaster_spending6 fields changed
      • changedInput schema / properties / limit / description
        Previous value: -"Maximum results per page (1–100, not used for overview dimension)"New value: +"Maximum results per page (1–100). Applies to the agency, cfda, and recipient dimensions; ignored for overview and geography, which are not paginated."
      • changedInput schema / properties / spending_type / description
        Previous value: -"Data type: award (award-level obligations and outlays) or total (includes direct non-award spending). Applies to agency and recipient dimensions only."New value: +"Data type for the agency and recipient dimensions: award (award-level obligations and outlays) or total (includes direct non-award spending). Ignored for cfda and overview; the geography dimension is not user-controllable and always reports obligation-based amounts."
      • changedOutput schema / properties / results / items / properties / aggregated_amount / description
        Previous value: -"Aggregated amount in USD (geography dimension)"New value: +"Obligation-based spending amount in USD (geography dimension)"
      • addedOutput schema / properties / results / items / properties / per_capita
        Added value: +{
        +  "description": "Obligation-based spending per capita in USD (geography dimension)",
        +  "type": "number"
        +}
      • addedOutput schema / properties / results / items / properties / population
        Added value: +{
        +  "description": "Population of the geographic area (geography dimension)",
        +  "type": "number"
        +}
      • changedOutput schema / properties / spending_type / description
        Previous value: -"Data type returned (award or total)"New value: +"Data type returned — award/total for agency, cfda, and recipient; obligation for geography; spending for overview"
  12. 9 tool updates
    • Changedusaspending_autocomplete3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The limit that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of results returned.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when results were capped at the limit.",
        +  "type": "boolean"
        +}
    • Changedusaspending_disaster_spending2 fields changed
      • removedOutput schema / properties / result_total
        Removed value: -{
        -  "description": "Total items for paginated dimensions (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total items for paginated dimensions (when available)",
        +  "type": "number"
        +}
    • Changedusaspending_get_award_subawards2 fields changed
      • removedOutput schema / properties / subaward_total
        Removed value: -{
        -  "description": "Total subaward count across all pages (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total subaward count across all pages (when available)",
        +  "type": "number"
        +}
    • Changedusaspending_get_award_transactions2 fields changed
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total transaction count across all pages (when available)",
        +  "type": "number"
        +}
      • removedOutput schema / properties / transaction_total
        Removed value: -{
        -  "description": "Total transaction count across all pages (when available)",
        -  "type": "number"
        -}
    • Changedusaspending_get_idv_awards3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The per-page limit that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of child awards returned on this page.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when more child awards remain beyond this page.",
        +  "type": "boolean"
        +}
    • Changedusaspending_search_awards2 fields changed
      • removedOutput schema / properties / total
        Removed value: -{
        -  "description": "Total number of matching awards across all pages (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total number of matching awards across all pages (when available)",
        +  "type": "number"
        +}
    • Changedusaspending_search_federal_accounts2 fields changed
      • removedOutput schema / properties / total
        Removed value: -{
        -  "description": "Total number of matching accounts across all pages (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total number of matching accounts across all pages (when available)",
        +  "type": "number"
        +}
    • Changedusaspending_search_recipients3 fields changed
      • addedOutput schema / properties / cap
        Added value: +{
        +  "description": "The limit that was applied.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / shown
        Added value: +{
        +  "description": "Number of recipients returned.",
        +  "type": "number"
        +}
      • addedOutput schema / properties / truncated
        Added value: +{
        +  "description": "True when results were capped at the limit.",
        +  "type": "boolean"
        +}
    • Changedusaspending_spending_by_category2 fields changed
      • removedOutput schema / properties / total
        Removed value: -{
        -  "description": "Total number of items in this category (when available)",
        -  "type": "number"
        -}
      • addedOutput schema / properties / totalCount
        Added value: +{
        +  "description": "Total number of items in this category (when available)",
        +  "type": "number"
        +}
  13. 8 tool updates
    • Changedusaspending_get_award_subawards1 field changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Guidance when no subawards were returned — suggests checking subaward_count from usaspending_get_award first. Absent when results are present.",
        +  "type": "string"
        +}
    • Changedusaspending_get_award_transactions1 field changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Guidance when no transactions were returned — suggests checking transactions_count from usaspending_get_award first. Absent when results are present.",
        +  "type": "string"
        +}
    • Addedusaspending_get_idv_awards
    • Changedusaspending_search_awards7 fields changed
      • removedInput schema / properties / naics_code
        Removed value: -{
        -  "description": "Filter by NAICS industry code (e.g., \"541512\"). Use usaspending_autocomplete type=naics to look up codes.",
        -  "type": "string"
        -}
      • addedInput schema / properties / naics_codes
        Added value: +{
        +  "description": "Filter by NAICS industry codes (e.g., [\"541512\"]). Use usaspending_autocomplete type=naics to look up codes.",
        +  "items": {
        +    "type": "string"
        +  },
        +  "type": "array"
        +}
      • addedOutput schema / properties / applied_agency_name
        Added value: +{
        +  "description": "Awarding agency name filter applied",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_keyword
        Added value: +{
        +  "description": "Keyword filter applied to this search",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_naics_codes
        Added value: +{
        +  "description": "NAICS codes filter applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_end
        Added value: +{
        +  "description": "End date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_start
        Added value: +{
        +  "description": "Start date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
    • Addedusaspending_search_federal_accounts
    • Changedusaspending_spending_by_category5 fields changed
      • addedOutput schema / properties / applied_agency_name
        Added value: +{
        +  "description": "Awarding agency name filter applied",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_keywords
        Added value: +{
        +  "description": "Keyword filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_naics_codes
        Added value: +{
        +  "description": "NAICS code filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_end
        Added value: +{
        +  "description": "End date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_start
        Added value: +{
        +  "description": "Start date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
    • Changedusaspending_spending_by_geography5 fields changed
      • addedOutput schema / properties / applied_agency_name
        Added value: +{
        +  "description": "Awarding agency name filter applied",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_keywords
        Added value: +{
        +  "description": "Keyword filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_naics_codes
        Added value: +{
        +  "description": "NAICS code filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_end
        Added value: +{
        +  "description": "End date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_start
        Added value: +{
        +  "description": "Start date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
    • Changedusaspending_spending_over_time5 fields changed
      • addedOutput schema / properties / applied_agency_name
        Added value: +{
        +  "description": "Awarding agency name filter applied",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_keywords
        Added value: +{
        +  "description": "Keyword filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_naics_codes
        Added value: +{
        +  "description": "NAICS code filters applied (comma-separated)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_end
        Added value: +{
        +  "description": "End date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
      • addedOutput schema / properties / applied_time_period_start
        Added value: +{
        +  "description": "Start date filter applied (YYYY-MM-DD)",
        +  "type": "string"
        +}
  14. 3 tool updates
    • Changedusaspending_disaster_spending2 fields changed
      • changedInput schema / properties / filters / description
        Previous value: -"Optional filters — def_codes narrows to a specific emergency appropriation"New value: +"Filters — def_codes is required for all non-overview dimensions (agency, cfda, recipient, geography)"
      • changedInput schema / properties / filters / properties / def_codes / description
        Previous value: -"DEF codes to filter by (e.g., [\"L\", \"M\", \"N\", \"O\", \"P\"] for COVID-19). Omit to include all emergency funding."New value: +"DEF codes to filter by (e.g., [\"L\", \"M\", \"N\", \"O\", \"P\"] for COVID-19). Required for all dimensions except overview — the upstream API returns HTTP 422 when omitted for agency, cfda, recipient, and geography breakdowns. DEF codes appear in usaspending_get_agency def_codes fields."
    • Changedusaspending_spending_by_geography1 field changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery hint when results are empty — suggests how to broaden filters. Absent when results are present.",
        +  "type": "string"
        +}
    • Changedusaspending_spending_over_time1 field changed
      • addedOutput schema / properties / notice
        Added value: +{
        +  "description": "Recovery hint when no periods are returned — suggests broadening filters. Absent when results are present.",
        +  "type": "string"
        +}

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