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Openfec Search Expenditures

openfec_search_expenditures
Read-onlyIdempotent

Search independent expenditures (Schedule E) — outside spending supporting or opposing federal candidates. Covers Super PACs, party committees, and other groups. Use itemized mode for individual expenditure records, or by_candidate for aggregated totals per candidate; by_candidate needs either a candidate_id or a full race scope (candidate_office alone for President, plus candidate_office_state for Senate, plus candidate_office_district as well for House).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNoQuery mode. "itemized" returns individual expenditure records (keyset pagination). "by_candidate" returns aggregated totals per candidate by committee (page-based).itemized
pageNoPage number (1-indexed) for by_candidate mode. Explicit page is rejected in itemized mode, which paginates with cursor. Defaults to 1 for by_candidate.
sortNoSort field. A "-" prefix sorts descending: use "-expenditure_amount" for the largest outside spending first, since the ascending form leads with the most negative rows (corrections and voided entries). Itemized only; OpenFEC sorts by "-expenditure_date" when omitted.
cycleNoTwo-year election cycle (e.g., 2024). Even years only. Itemized mode defaults to the current cycle when omitted — Schedule E spans all history and an unscoped scan times out upstream. Pass an explicit cycle to search an earlier period. In by_candidate mode the cycle names the election, and election_full decides whether the totals cover the full election period ending in it (4yr president, 6yr senate, 2yr house) or only this two-year cycle.
cursorNoOpaque pagination cursor from a previous response of this tool. Itemized mode only (keyset pagination). Valid only for an otherwise-identical call — changing any other argument, including sort, rejects the cursor; omit it to start over.
max_dateNoLatest expenditure date (YYYY-MM-DD). Itemized only.
min_dateNoEarliest expenditure date (YYYY-MM-DD). Itemized only.
per_pageNoResults per page. Itemized mode sends at most 60 upstream when scoped by committee_id and 30 otherwise, keeping the response under a 100,000-byte budget; a page bounded below your request reports truncated and cap, and next_cursor continues it.
is_noticeNoOnly 24/48-hour notice filings (near-election spending). Itemized only.
max_amountNoMaximum expenditure amount in dollars. Itemized only.
min_amountNoMinimum expenditure amount in dollars. Itemized only.
payee_nameNoFull-text payee name search. Itemized only.
most_recentNoOnly the most recent version of amended filings. Itemized only — by_candidate rejects it. Defaults to true in itemized mode when omitted; pass false to see superseded versions of amended filings.
candidate_idNoTargeted candidate ID (e.g., P00003392). Get IDs from openfec_search_candidates results.
committee_idNoSpending committee ID (e.g., C00703975). Get IDs from openfec_search_committees results.
election_fullNoby_candidate only: expand cycle to the full election period (4yr president, 6yr senate, 2yr house) instead of the two-year cycle alone. Defaults to true when omitted; itemized mode rejects it, since that endpoint has no such parameter. Carries no schema default, so an explicit value is distinguishable from an omission.
support_opposeNoS = support, O = oppose. Filter by whether the expenditure supports or opposes the candidate.
candidate_partyNoThree-letter party code of the targeted candidate (e.g., DEM, REP). Itemized only — by_candidate rejects it, since the aggregate endpoint has no party filter.
candidate_officeNoOffice of the targeted candidate: H=House, S=Senate, P=President. In by_candidate mode this scopes a whole race: P stands alone, S also needs candidate_office_state, H also needs candidate_office_state and candidate_office_district.
candidate_office_stateNoTwo-letter state code of the targeted race. Required alongside candidate_office=H or candidate_office=S in by_candidate mode; leave it off for candidate_office=P, whose aggregate rows carry no state and match nothing when one is supplied.
candidate_office_districtNoTwo-digit House district of the targeted race (e.g., "09"). Required alongside candidate_office=H and candidate_office_state in by_candidate mode; Senate and presidential rows carry no district and match nothing when one is supplied.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
capNoThe per_page this call applied in place of the one requested — the page-size ceiling for this tool and scope. Present only when truncated is true.
modeNoQuery mode as the server resolved it. Row shapes differ by mode — itemized rows are individual expenditures, by_candidate rows are per-candidate totals — so read this rather than inferring the shape from the fields present.
countNoTotal matching independent expenditures (itemized mode). Check count_is_approximate before quoting it as a figure.
errorNoPresent when the call failed. Absent on success.
shownNoRows in this page. Present only when truncated is true.
noticeNoGuidance when the response needs context: how to broaden a search that matched nothing, which requested position ran out when expenditures did match, that the total is an estimate, or that the page was bounded below the per_page requested and how to continue.
resultsNoExpenditure result set; itemized records or per-candidate aggregates depending on mode.
committeeNoThe committee every row in this response belongs to, carried once instead of repeated in each row. Present only when the query was scoped to a single committee_id; otherwise each row keeps its own committee object.
truncatedNoTrue when this page holds fewer rows than the per_page requested because a full page would exceed the 100,000-byte response budget, and more rows remain. Absent on a complete page, including a naturally short last page.
paginationNoPage-based pagination info (by_candidate mode only).
totalCountNoTotal matching expenditures or per-candidate aggregates.
next_cursorNoPagination cursor for the next page of itemized results. Null when no more pages.
search_criteriaNoEcho of the search filters this call applied, as the server parsed them, minus paging arguments. Always present — compare it against what you sent to confirm every filter was honoured.
count_is_approximateNoTrue when OpenFEC reports count as an estimate rather than a tally, which it does on its highest-volume queries. Absent means the count is a tally.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed8 schema fields changed
    • changedInput schema / properties / cycle / description
      Previous value: -"Two-year election cycle (e.g., 2024). Even years only. Itemized mode defaults to the current cycle when omitted — Schedule E spans all history and an unscoped scan times out upstream. Pass an explicit cycle to search an earlier period."New value: +"Two-year election cycle (e.g., 2024). Even years only. Itemized mode defaults to the current cycle when omitted — Schedule E spans all history and an unscoped scan times out upstream. Pass an explicit cycle to search an earlier period. In by_candidate mode the cycle names the election, and election_full decides whether the totals cover the full election period ending in it (4yr president, 6yr senate, 2yr house) or only this two-year cycle."
    • addedInput schema / properties / election_full
      Added value: +{
      +  "description": "by_candidate only: expand cycle to the full election period (4yr president, 6yr senate, 2yr house) instead of the two-year cycle alone. Defaults to true when omitted; itemized mode rejects it, since that endpoint has no such parameter. Carries no schema default, so an explicit value is distinguishable from an omission.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / per_page / description
      Previous value: -"Results per page."New value: +"Results per page. Itemized mode sends at most 60 upstream when scoped by committee_id and 30 otherwise, keeping the response under a 100,000-byte budget; a page bounded below your request reports truncated and cap, and next_cursor continues it."
    • addedOutput schema / properties / cap
      Added value: +{
      +  "description": "The per_page this call applied in place of the one requested — the page-size ceiling for this tool and scope. Present only when truncated is true.",
      +  "type": "number"
      +}
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope. `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it. `inputs_not_applicable_to_mode`: Itemized mode receives an explicit page number that its keyset endpoint cannot apply. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope. `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it. `inputs_not_applicable_to_mode`: Itemized mode receives an explicit page number or election_full, neither of which its keyset endpoint can apply. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / notice / description
      Previous value: -"Guidance when the response needs context: how to broaden a search that matched nothing, which requested position ran out when expenditures did match, or that the total is an estimate."New value: +"Guidance when the response needs context: how to broaden a search that matched nothing, which requested position ran out when expenditures did match, that the total is an estimate, or that the page was bounded below the per_page requested and how to continue."
    • addedOutput schema / properties / shown
      Added value: +{
      +  "description": "Rows in this page. Present only when truncated is true.",
      +  "type": "number"
      +}
    • addedOutput schema / properties / truncated
      Added value: +{
      +  "description": "True when this page holds fewer rows than the per_page requested because a full page would exceed the 100,000-byte response budget, and more rows remain. Absent on a complete page, including a naturally short last page.",
      +  "type": "boolean"
      +}
  2. Changed4 schema fields changed
    • changedOutput schema / properties / count / description
      Previous value: -"Total result count (may be approximate for itemized)."New value: +"Total matching independent expenditures (itemized mode). Check count_is_approximate before quoting it as a figure."
    • addedOutput schema / properties / count_is_approximate
      Added value: +{
      +  "description": "True when OpenFEC reports count as an estimate rather than a tally, which it does on its highest-volume queries. Absent means the count is a tally.",
      +  "type": "boolean"
      +}
    • changedOutput schema / properties / notice / description
      Previous value: -"Guidance when no expenditures matched — echoes filters and suggests how to broaden."New value: +"Guidance when the response needs context: how to broaden a search that matched nothing, which requested position ran out when expenditures did match, or that the total is an estimate."
    • addedOutput schema / properties / pagination / properties / count_is_approximate
      Added value: +{
      +  "description": "True when OpenFEC reports this count as an estimate rather than a tally, which it does on its highest-volume datasets. Absent means the count is a tally. An estimated count — and the pages derived from it — can be off by a wide margin; treat it as an order of magnitude, not a figure to quote.",
      +  "type": "boolean"
      +}
  3. Changed3 schema fields changed
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it `inputs_not_applicable_to_mode`: Itemized mode receives an explicit page number that its keyset endpoint cannot apply Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope. `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it. `inputs_not_applicable_to_mode`: Itemized mode receives an explicit page number that its keyset endpoint cannot apply. Other values are possible when a failure originates below the handler."
    • removedOutput schema / properties / next_cursor / anyOf
      Removed value: -[
      -  {
      -    "type": "string"
      -  },
      -  {
      -    "type": "null"
      -  }
      -]
    • addedOutput schema / properties / next_cursor / type
      Added value: +[
      +  "string",
      +  "null"
      +]
  4. Changed4 schema fields changed
    • removedInput schema / properties / page / default
      Removed value: -1
    • changedInput schema / properties / page / description
      Previous value: -"Page number (1-indexed) for by_candidate mode. Ignored in itemized mode, which paginates with cursor. Read pagination.pages in the response to see how many pages exist."New value: +"Page number (1-indexed) for by_candidate mode. Explicit page is rejected in itemized mode, which paginates with cursor. Defaults to 1 for by_candidate."
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it `inputs_not_applicable_to_mode`: Itemized mode receives an explicit page number that its keyset endpoint cannot apply Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "by_candidate_requires_scope",
      -  "itemized_only_filters_in_aggregate_mode"
      -]New value: +[
      +  "by_candidate_requires_scope",
      +  "itemized_only_filters_in_aggregate_mode",
      +  "inputs_not_applicable_to_mode"
      +]
  5. Changed6 schema 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",
      +      "mode",
      +      "search_criteria",
      +      "totalCount"
      +    ]
      +  },
      +  {
      +    "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: `by_candidate_requires_scope`: by_candidate mode invoked without a candidate_id and without a full race scope `itemized_only_filters_in_aggregate_mode`: An itemized-only filter (payee_name, candidate_party, a date or amount bound, is_notice, most_recent, sort, cursor) was supplied alongside mode by_candidate, which cannot apply it Other values are possible when a failure originates below the handler.",
      +          "examples": [
      +            "by_candidate_requires_scope",
      +            "itemized_only_filters_in_aggregate_mode"
      +          ],
      +          "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",
      -  "mode",
      -  "search_criteria",
      -  "totalCount"
      -]
  6. Changed6 schema fields changed
    • removedInput schema / properties / most_recent / default
      Removed value: -true
    • changedInput schema / properties / most_recent / description
      Previous value: -"Only the most recent version of amended filings. Itemized only."New value: +"Only the most recent version of amended filings. Itemized only — by_candidate rejects it. Defaults to true in itemized mode when omitted; pass false to see superseded versions of amended filings."
    • addedOutput schema / properties / committee
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "The committee every row in this response belongs to, carried once instead of repeated in each row. Present only when the query was scoped to a single committee_id; otherwise each row keeps its own committee object.",
      +  "properties": {},
      +  "type": "object"
      +}
    • addedOutput schema / properties / mode
      Added value: +{
      +  "description": "Query mode as the server resolved it. Row shapes differ by mode — itemized rows are individual expenditures, by_candidate rows are per-candidate totals — so read this rather than inferring the shape from the fields present.",
      +  "enum": [
      +    "itemized",
      +    "by_candidate"
      +  ],
      +  "type": "string"
      +}
    • changedOutput schema / properties / search_criteria / description
      Previous value: -"Echo of the search filters that produced this result set. Populated when results are empty to help diagnose why nothing matched."New value: +"Echo of the search filters this call applied, as the server parsed them, minus paging arguments. Always present — compare it against what you sent to confirm every filter was honoured."
    • changedOutput schema / required
      Previous value: -[
      -  "results",
      -  "totalCount"
      -]New value: +[
      +  "results",
      +  "mode",
      +  "search_criteria",
      +  "totalCount"
      +]
  7. Changed5 schema fields changed
    • changedInput schema / properties / candidate_office / description
      Previous value: -"Office of the targeted candidate: H=House, S=Senate, P=President."New value: +"Office of the targeted candidate: H=House, S=Senate, P=President. In by_candidate mode this scopes a whole race: P stands alone, S also needs candidate_office_state, H also needs candidate_office_state and candidate_office_district."
    • addedInput schema / properties / candidate_office_district
      Added value: +{
      +  "description": "Two-digit House district of the targeted race (e.g., \"09\"). Required alongside candidate_office=H and candidate_office_state in by_candidate mode; Senate and presidential rows carry no district and match nothing when one is supplied.",
      +  "type": "string"
      +}
    • changedInput schema / properties / candidate_office_state / description
      Previous value: -"Two-letter state code of the targeted race."New value: +"Two-letter state code of the targeted race. Required alongside candidate_office=H or candidate_office=S in by_candidate mode; leave it off for candidate_office=P, whose aggregate rows carry no state and match nothing when one is supplied."
    • changedInput schema / properties / candidate_party / description
      Previous value: -"Three-letter party code of the targeted candidate (e.g., DEM, REP)."New value: +"Three-letter party code of the targeted candidate (e.g., DEM, REP). Itemized only — by_candidate rejects it, since the aggregate endpoint has no party filter."
    • changedInput schema / properties / cycle / description
      Previous value: -"Two-year election cycle (e.g., 2024). Even years only."New value: +"Two-year election cycle (e.g., 2024). Even years only. Itemized mode defaults to the current cycle when omitted — Schedule E spans all history and an unscoped scan times out upstream. Pass an explicit cycle to search an earlier period."
  8. Changed1 schema field changed
    • addedInput schema / properties / page
      Added value: +{
      +  "default": 1,
      +  "description": "Page number (1-indexed) for by_candidate mode. Ignored in itemized mode, which paginates with cursor. Read pagination.pages in the response to see how many pages exist.",
      +  "maximum": 9007199254740991,
      +  "minimum": 1,
      +  "type": "integer"
      +}
  9. Changed3 schema fields changed
    • changedInput schema / properties / cursor / description
      Previous value: -"Opaque pagination cursor from a previous response. Itemized mode only (keyset pagination)."New value: +"Opaque pagination cursor from a previous response of this tool. Itemized mode only (keyset pagination). Valid only for an otherwise-identical call — changing any other argument, including sort, rejects the cursor; omit it to start over."
    • changedInput schema / properties / sort / description
      Previous value: -"Sort field. Itemized only."New value: +"Sort field. A \"-\" prefix sorts descending: use \"-expenditure_amount\" for the largest outside spending first, since the ascending form leads with the most negative rows (corrections and voided entries). Itemized only; OpenFEC sorts by \"-expenditure_date\" when omitted."
    • changedInput schema / properties / sort / enum
      Previous value: -[
      -  "expenditure_date",
      -  "expenditure_amount",
      -  "office_total_ytd"
      -]New value: +[
      +  "expenditure_date",
      +  "-expenditure_date",
      +  "expenditure_amount",
      +  "-expenditure_amount",
      +  "office_total_ytd",
      +  "-office_total_ytd"
      +]
  10. Changed2 schema fields changed
    • removedInput schema / properties / candidate_id / pattern
      Removed value: -"^[HSP][0-9A-Z]+$"
    • removedInput schema / properties / committee_id / pattern
      Removed value: -"^C\\d+$"
  11. Changed3 schema fields changed
    • addedOutput schema / properties / notice
      Added value: +{
      +  "description": "Guidance when no expenditures matched — echoes filters and suggests how to broaden.",
      +  "type": "string"
      +}
    • addedOutput schema / properties / totalCount
      Added value: +{
      +  "description": "Total matching expenditures or per-candidate aggregates.",
      +  "type": "number"
      +}
    • changedOutput schema / required
      Previous value: -[
      -  "results"
      -]New value: +[
      +  "results",
      +  "totalCount"
      +]
  12. Changed4 schema fields changed
    • changedInput schema / properties / candidate_id / description
      Previous value: -"Targeted candidate ID (e.g., P00003392)."New value: +"Targeted candidate ID (e.g., P00003392). Get IDs from openfec_search_candidates results."
    • addedInput schema / properties / candidate_id / pattern
      Added value: +"^[HSP][0-9A-Z]+$"
    • changedInput schema / properties / committee_id / description
      Previous value: -"Spending committee ID (e.g., C00703975)."New value: +"Spending committee ID (e.g., C00703975). Get IDs from openfec_search_committees results."
    • addedInput schema / properties / committee_id / pattern
      Added value: +"^C\\d+$"
  13. Changed9 schema fields changed
    • changedInput schema / properties / per_page / description
      Previous value: -"Results per page (max 100)."New value: +"Results per page."
    • addedInput schema / properties / per_page / maximum
      Added value: +100
    • addedInput schema / properties / per_page / minimum
      Added value: +1
    • changedInput schema / properties / per_page / type
      Previous value: -"number"New value: +"integer"
    • changedOutput schema / properties / pagination / properties / count / description
      Previous value: -"Total results."New value: +"Total result count."
    • changedOutput schema / properties / pagination / properties / page / description
      Previous value: -"Current page number."New value: +"Current page number (1-indexed)."
    • changedOutput schema / properties / pagination / properties / pages / description
      Previous value: -"Total pages."New value: +"Total number of pages."
    • changedOutput schema / properties / results / description
      Previous value: -"Expenditure records (itemized) or per-candidate aggregate rows."New value: +"Expenditure result set; itemized records or per-candidate aggregates depending on mode."
    • changedOutput schema / properties / results / items / description
      Previous value: -"An expenditure record (itemized entry) or a per-candidate aggregate row."New value: +"Itemized independent expenditure record (mode=itemized) or per-candidate aggregate row (mode=by_candidate)."
  14. Changed1 schema field changed
    • addedOutput schema / properties / results / items / description
      Added value: +"An expenditure record (itemized entry) or a per-candidate aggregate row."
  15. Changed4 schema fields changed
    • addedOutput schema / properties / results / items / properties
      Added value: +{}
    • removedOutput schema / properties / results / items / propertyNames
      Removed value: -{
      -  "type": "string"
      -}
    • addedOutput schema / properties / search_criteria / properties
      Added value: +{}
    • removedOutput schema / properties / search_criteria / propertyNames
      Removed value: -{
      -  "type": "string"
      -}
  16. First observed

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 safety burden is covered and the bar is lower. The description adds meaningful mode behavior — itemized returns individual records, by_candidate aggregates per candidate — plus the precondition that by_candidate needs either a candidate_id or a full race scope. Finer behaviors like keyset vs page pagination, cursor invalidation, and sort quirks live in the schema property descriptions, which is acceptable given annotation coverage.

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 zero filler: purpose first, coverage second, mode and scope guidance third. The most decision-relevant rule (itemized vs by_candidate and what by_candidate requires) is front-loaded immediately after the purpose statement.

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 21-parameter, two-mode tool with an output schema, the description supplies the up-front mental model an agent needs — what the tool searches, what it covers, and how to choose a mode — while the 100%-documented schema covers every parameter and the output schema documents return values. No critical decision is left undocumented.

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 and the schema correctly carries the heavy lifting for all 21 parameters. The description earns the bump by composing candidate_office, candidate_office_state, and candidate_office_district into coherent race-scope rules that no single property description conveys on its own.

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: 'Search independent expenditures (Schedule E)'. The parenthetical 'Schedule E' plus the qualifier 'independent' cleanly separates it from the sibling openfec_search_coordinated_expenditures, and 'outside spending supporting or opposing federal candidates' fixes the domain precisely.

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?

Explicit internal mode guidance is present: 'Use itemized mode for individual expenditure records, or by_candidate for aggregated totals per candidate', and the by_candidate scope requirements are spelled out exactly (candidate_office alone for President, plus state for Senate, plus district for House). It never explicitly names a sibling alternative as a when-not-to-use, so it stops short of a 5, but the Schedule E designation makes the boundary clear.

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

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