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us-lobbying-mcp-server

Search foreign agents

uslobbying_search_foreign_agents
Read-onlyIdempotent

Search official FARA daily registrant or foreign-principal snapshots, or retrieve one registration principal, short-form or document collection. Follow cursors to pinned local windows; principal status differs from registrant status. Disclosure records do not establish wrongdoing or influence.

Input Schema

NameRequiredDescriptionDefault
modeNoSearch daily snapshots or fetch one registration detail collection; defaults to search.
cursorNoOpaque continuation; original filters may be omitted or repeated unchanged.
detailNoDetail collection, default foreign_principals; unavailable in search mode.
entityNoSearch entity, default registrants; unavailable in detail mode.
statusNoSelected entity status, default active; documents require all.
countryNoExact represented country/location label, foreign-principal search only.
page_sizeNoMaximum records in one local output window; positive integers clamp to 25, default 25.
record_pathNoJSON Pointer to a stored value; empty selects the root.
record_limitNoMaximum object entries or array items, clamped to 25; text fragments use the response byte budget.
name_containsNoSearch-only literal case-insensitive token-AND match over entity names.
record_handleNoOpaque tenant/tool-bound deferred record handle; exclusive with source selectors and cursor.
record_offsetNoKey, item or Unicode-code-point offset.
registration_numberNoLossless digit-string registration number, required for detail mode.

Output Schema

NameRequiredDescriptionDefault
modeNoOriginal acquisition mode.
errorNoPresent when the call failed. Absent on success.
detailNoSelected detail collection.
entityNoSelected search entity.
offsetNoStart position in the pinned result set.
sourceNoOfficial source system.
statusNoEffective selected entity status.
noticesNoLimitations and success notices.
recordsNoComplete normalized parent records delivered in this window.
coverageNoAcquisition progress, independent of delivery.
truncatedNoMore data is available through next_cursor, record_handles or record windows; no source data was discarded.
attributionNoRequired verbatim attribution for LDA data.
next_cursorNoOpaque next local result window.
source_urlsNoOfficial source URLs actually acquired.
retrieved_atNoRetrieval ISO timestamp.
record_windowNoExact recursive window of a retained parent.
total_matchesNoExact matched records in the pinned acquisition.
record_handlesNoRetained oversized parents, excluded from full records delivered.
delivery_limitsNoClamped controls for this call; an empty map means no clamp. Immediate cursor replay retains its original values.
output_completeNoWhether every matched parent has been delivered or deferred.
records_deferredNoOversized parents represented by handles.
records_returnedNoFull records delivered in this window.
cursor_expires_atNoContinuation expiry ISO timestamp.
effective_filtersNoNormalized effective scope.
snapshot_source_urlsNoOfficial snapshot URLs.
snapshot_retrieved_atNoFARA snapshot retrieval timestamp.
snapshot_last_modifiedNoUpstream Last-Modified header.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already cover read-only, idempotent and open-world behavior, yet the description adds real context: cursors bind to pinned local windows (so filter resubmission matters), status semantics vary by entity, and disclosure records carry no implication of wrongdoing. It omits any mention of the deferred record_handle workflow, but against annotation coverage this is a solid additive contribution.

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?

Three compact sentences with the mode distinction front-loaded and no filler. Some phrasing is opaque jargon ('pinned local windows', 'retrieve one registration principal, short-form or document collection') that costs a little clarity for its density.

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

Completeness3/5

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

With 13 parameters, an output schema and full annotation coverage, the description handles the primary search/detail split, cursors and status caveats adequately. However, the deferred record_handle / record_path / record_offset retrieval pattern — a non-obvious two-phase workflow for this tool — gets no mention at all, leaving a meaningful gap for a tool of this complexity.

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%, so the baseline is 3, but the description adds genuine semantic meaning beyond the schema: that cursor continuation is pinned to a local window and that identical status values mean different things for registrants vs foreign principals. Navigation parameters (record_path, record_offset, record_limit) are left entirely to the schema.

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

Purpose4/5

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

States specific verbs (search / retrieve) and specific resources (FARA daily registrant or foreign-principal snapshots, registration detail collections), which lets an agent distinguish this FARA-oriented tool from the lobbying-focused siblings like search_filings and search_lobbyists. It never names those siblings explicitly, so differentiation is implicit rather than stated.

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 FARA/disclosure framing implies when the tool applies, and 'principal status differs from registrant status' hints at a selection consideration. But there is no explicit when-to-use vs when-to-use-an-alternative guidance, and nothing routes the agent between this tool and the sibling search tools.

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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