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civiq

U.S. civic data for AI agents: reps, votes, bills, finance, lobbying, cited gov sources. 47 tools.

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品質與安全性

A
說明品質
92%
結構描述完整度
96%
命名品質
96%
汙染風險
100%
權限相符程度
100%
協定合規性
100%

發現項目（17）

  • LOWTool 'compare_legislators' description lacks action verb在 compare_legislators 中
  • LOWTool 'analyze_vote_prediction' description lacks action verb在 analyze_vote_prediction 中
  • LOWTool 'analyze_industry_regulatory_landscape' description lacks action verb在 analyze_industry_regulatory_landscape 中
  • LOWTool 'analyze_policy_area_ecosystem' description lacks action verb在 analyze_policy_area_ecosystem 中
  • LOWTool 'get_state_climate_profile' description lacks action verb在 get_state_climate_profile 中
  • LOWTool 'get_district_disaster_history' description lacks action verb在 get_district_disaster_history 中
  • LOWTool 'get_district_healthcare_profile' description lacks action verb在 get_district_healthcare_profile 中
  • LOWTool 'get_district_education_profile' description lacks action verb在 get_district_education_profile 中
  • LOWTool 'get_federal_fiscal_data' description lacks action verb在 get_federal_fiscal_data 中
  • LOWTool 'analyze_industry_regulatory_landscape' name length outside 3-30 range在 analyze_industry_regulatory_landscape 中

根據工具定義與協定合規性的自動化分析。

上下文成本

~6,986Token（工具定義）
~1013 B典型回應大小
顯著的注意力影響（128k 上下文的 5.46%）

這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。

安裝

一鍵安裝

將以下內容加入你的 `claude_desktop_config.json` 檔案：

{
  "mcpServers": {
    "civiq": {
      "url": "https://civdotiq.org/api/mcp"
    }
  }
}

遠端端點

https://civdotiq.org/api/mcpstreamable-http

它能做什麼

工具清單

工具（47）

🟢 唯讀🟡 寫入🔴 刪除⚪ 未知
🟢lookup_representatives(street, city, state, zip)

Find everyone who represents a full street address: the two US Senators and House member (bioguideId, name, party, state, district, chamber) plus every state legislator for the address (name, party, district, chamber, phone, email). The Census Geocoder resolves the exact districts; a ZIP code alone is not accepted because ZIPs cross district lines.

輸入結構描述

{
  "type": "object",
  "properties": {
    "street": {
      "description": "Street address (e.g., \"123 Main St\") — required for district-level lookup",
      "type": "string"
    },
    "city": {
      "description": "City name",
      "type": "string"
    },
    "state": {
      "description": "Two-letter state code (e.g., MI)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "zip": {
      "description": "5-digit ZIP code — improves geocoding accuracy",
      "type": "string",
      "pattern": "^\\d{5}$"
    }
  },
  "required": [
    "street",
    "city",
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢list_state_delegation(state)

List all federal legislators for a state (both senators and all House representatives).

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., MI)",
      "type": "string"
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_representative_profile(bioguideId)

Get detailed profile for a specific legislator including committees, social media, biography, and contact info.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideId": {
      "description": "Congress bioguide identifier (e.g., P000197)",
      "type": "string"
    }
  },
  "required": [
    "bioguideId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢compare_legislators(bioguideIds)

Compare multiple legislators side-by-side. Returns profiles for each bioguideId.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideIds": {
      "description": "Array of bioguide identifiers to compare",
      "minItems": 2,
      "maxItems": 10,
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "bioguideIds"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_legislation(query, congress, type, limit)

Search for bills in Congress. Provide `query` for full-text keyword/topic search (e.g. "broadband", "veterans healthcare") via GovInfo's full-text bill index; results include a congress-type-number id you can pass to get_bill_details. Without `query`, returns the most recently updated bills (optionally filtered by type).

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Keyword or topic to full-text search bill text (e.g. \"broadband\"). Omit to list most recent bills.",
      "type": "string"
    },
    "congress": {
      "description": "Congress number (defaults to the current Congress)",
      "type": "integer",
      "minimum": 1,
      "maximum": 120
    },
    "type": {
      "description": "Bill type filter",
      "type": "string",
      "enum": [
        "hr",
        "s",
        "hjres",
        "sjres",
        "hconres",
        "sconres",
        "hres",
        "sres"
      ]
    },
    "limit": {
      "description": "Max results, default 20",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_bill_details(billId)

Get detailed information about a specific bill including sponsor, cosponsors, committees, actions, and policy area.

輸入結構描述

{
  "type": "object",
  "properties": {
    "billId": {
      "description": "Bill identifier in congress-type-number format (e.g., \"119-hr-1\" for H.R.1 in 119th Congress)",
      "type": "string"
    }
  },
  "required": [
    "billId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_voting_history(bioguideId, chamber, limit)

Get a legislator's recent voting record. Returns vote ID, bill info, position, result, and date.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideId": {
      "description": "Congress bioguide identifier",
      "type": "string"
    },
    "chamber": {
      "description": "Chamber of the legislator",
      "type": "string",
      "enum": [
        "House",
        "Senate"
      ]
    },
    "limit": {
      "description": "Max votes to return, default 20",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "required": [
    "bioguideId",
    "chamber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_vote_record(congress, session, rollCallNumber)

Get details about a specific House roll call vote including all member positions. Note: only House votes are available via this tool.

輸入結構描述

{
  "type": "object",
  "properties": {
    "congress": {
      "description": "Congress number, default 119",
      "type": "integer",
      "minimum": 1,
      "maximum": 120
    },
    "session": {
      "description": "Session number, default current",
      "type": "integer",
      "minimum": 1,
      "maximum": 2
    },
    "rollCallNumber": {
      "description": "Roll call number",
      "type": "number"
    }
  },
  "required": [
    "rollCallNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_campaign_finance(bioguideId, cycle)

Get FEC campaign finance data for a legislator including total raised/spent, PAC contributions, and industry breakdown.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideId": {
      "description": "Congress bioguide identifier",
      "type": "string"
    },
    "cycle": {
      "description": "Election cycle year, default current",
      "type": "integer",
      "minimum": 1990,
      "maximum": 2030
    }
  },
  "required": [
    "bioguideId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_lobbying(year, quarter, organization, limit)

Search Senate LDA lobbying filings from the complete corpus — every quarterly report (LD-2) in the covered window, not a sample. Returns registrant, client, spending amount, issue codes and the committees each filing touches, plus exact totals. Filter by quarter, by organization, or both. Amounts are plausibility-gated (income <= $5M, expenses <= $50M per filing).

輸入結構描述

{
  "type": "object",
  "properties": {
    "year": {
      "description": "Filing year. Omit to search every quarter the corpus covers.",
      "type": "integer",
      "minimum": 1990,
      "maximum": 2030
    },
    "quarter": {
      "description": "Quarter (1-4). Requires `year`.",
      "type": "number",
      "minimum": 1,
      "maximum": 4
    },
    "organization": {
      "description": "Client or registrant name. Matched on a normalized form, so \"Pfizer Inc.\" and \"PFIZER, INC.\" reach the same filings.",
      "type": "string"
    },
    "limit": {
      "description": "Rows to return, largest amount first. Default 50. Totals always cover every match.",
      "type": "integer",
      "minimum": 1,
      "maximum": 200
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_federal_spending(state, district)

Get federal contracts and grants for a congressional district from USASpending.gov.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., MI)",
      "type": "string"
    },
    "district": {
      "description": "District number (e.g., 05)",
      "type": "string"
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_vote_prediction(bioguideId)

ML-based vote prediction analysis. Returns independence score (how often a legislator votes against their donor-predicted position), SHAP factors, and notable deviations.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideId": {
      "description": "Congress bioguide identifier",
      "type": "string"
    }
  },
  "required": [
    "bioguideId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_influence_chain(bioguideId)

Trace lobbying money through contributions, committee assignments, and votes for a legislator. Shows the path from lobbying org to legislative outcome.

輸入結構描述

{
  "type": "object",
  "properties": {
    "bioguideId": {
      "description": "Congress bioguide identifier",
      "type": "string"
    }
  },
  "required": [
    "bioguideId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_district_comprehensive(stateCode, districtNumber)

District representative info combined with STATE-level context across domains: environment (EPA), safety (FEMA, CFPB), health (CMS), economy (EIA, education, research, banking). Domain counts are statewide aggregates — these sources do not publish district-level rollups.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., PA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_industry_regulatory_landscape(sector, stateCode)

For a given industry sector: all regulatory actions (EPA, FDA, NHTSA), lobbying filings, campaign contributions, and committee jurisdiction. Maps sector to agencies and oversight committees.

輸入結構描述

{
  "type": "object",
  "properties": {
    "sector": {
      "description": "Industry sector (e.g., Health, Energy, Finance, Defense, Transportation, Agribusiness)",
      "type": "string"
    },
    "stateCode": {
      "description": "Optional state filter for regulatory actions",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    }
  },
  "required": [
    "sector"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_policy_area_ecosystem(policyArea)

For a Congress.gov policy area: related agencies, industry sectors, lobbying activity, committee oversight, and Federal Register keywords. Uses policy-area-map as the cross-domain join hub.

輸入結構描述

{
  "type": "object",
  "properties": {
    "policyArea": {
      "description": "Congress.gov policy area (e.g., \"Health\", \"Energy\", \"Finance and Financial Sector\")",
      "type": "string"
    }
  },
  "required": [
    "policyArea"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_committee_info(committeeId)

Get detailed information about a congressional committee including members, jurisdiction, and subcommittees.

輸入結構描述

{
  "type": "object",
  "properties": {
    "committeeId": {
      "description": "Committee identifier (e.g., HSIF for House Energy & Commerce)",
      "type": "string"
    }
  },
  "required": [
    "committeeId"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_federal_register(query, type, agency, limit)

Search Federal Register for rules, proposed rules, notices, and executive orders.

輸入結構描述

{
  "type": "object",
  "properties": {
    "query": {
      "description": "Search term",
      "type": "string"
    },
    "type": {
      "description": "Document type",
      "type": "string",
      "enum": [
        "rule",
        "proposed_rule",
        "notice",
        "presidential_document"
      ]
    },
    "agency": {
      "description": "Agency slug (e.g., \"environmental-protection-agency\", \"department-of-defense\")",
      "type": "string"
    },
    "limit": {
      "description": "Max results, default 20",
      "type": "integer",
      "minimum": 1,
      "maximum": 50
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_info(stateCode, districtNumber)

Get comprehensive information about a congressional district including demographics, economics, and representative.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., MI)",
      "type": "string"
    },
    "districtNumber": {
      "description": "District number (e.g., 07)",
      "type": "string"
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_epa_facilities(state, zip, sicCode, limit)

Search EPA-regulated facilities by state, ZIP, or SIC code. Returns facility name, address, compliance status, violations, and penalties.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., CA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "zip": {
      "description": "5-digit ZIP code",
      "type": "string",
      "pattern": "^\\d{5}$"
    },
    "sicCode": {
      "description": "4-digit SIC code to filter by industry",
      "type": "string"
    },
    "limit": {
      "description": "Max results (default 20)",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_environmental_profile(stateCode, districtNumber)

Environmental profile for a congressional district: regulated facilities, active violations and toxic releases, all scoped to the district by county FIPS. Superfund sites are returned STATEWIDE, not per district, because the EPA layer serving them carries no county FIPS. Includes serving representative.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., MI)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_environmental_influence(stateCode, districtNumber)

Cross-reference EPA violations in a district with lobbying and campaign finance. Maps facility SIC codes to sectors, finds lobbying in those sectors by the district rep, checks EPA-oversight committee membership overlap, and identifies environmental legislation votes.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., OH)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_climate_data(state)

NOAA climate normals for a state: average temperature, min/max temperatures, precipitation, and snowfall from 30-year normal period. Requires NOAA_TOKEN.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., CO)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_state_climate_profile(stateCode, year)

Climate profile for a state: NOAA climate normals, severe weather event history, and the state delegation's Environment committee membership for climate policy context.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., FL)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "year": {
      "description": "Year for severe weather events (default: last year)",
      "type": "integer",
      "minimum": 2000,
      "maximum": 2030
    }
  },
  "required": [
    "stateCode"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_fema_disasters(state, year, type, limit)

Search FEMA disaster declarations by state, year, or type (DR=Major Disaster, EM=Emergency, FM=Fire Management). Returns declaration number, dates, programs, and designated areas.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., CA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "year": {
      "description": "Fiscal year declared",
      "type": "integer",
      "minimum": 1953,
      "maximum": 2030
    },
    "type": {
      "description": "Declaration type: DR (Major Disaster), EM (Emergency), FM (Fire Management)",
      "type": "string",
      "enum": [
        "DR",
        "EM",
        "FM"
      ]
    },
    "limit": {
      "description": "Max results (default 50)",
      "type": "integer",
      "minimum": 1,
      "maximum": 200
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_disaster_history(stateCode, districtNumber, yearsBack)

Disaster history for a congressional district: FEMA declarations, recurring hazard types, total assistance amounts. Cross-references with USASpending disaster relief in the district.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., FL)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    },
    "yearsBack": {
      "description": "Years of history (default 10)",
      "type": "integer",
      "minimum": 1,
      "maximum": 30
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_crime_statistics(state, year)

FBI UCR crime statistics by state and offense type. Returns actual counts, rates per 100,000, clearances, and national comparison. Offense types: violent-crime, property-crime, HOM, RPE, ROB, ASS, BUR, LAR, MVT, ARS.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., CA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "year": {
      "description": "Year (default: most recent available)",
      "type": "integer",
      "minimum": 1985,
      "maximum": 2030
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_state_public_safety_profile(stateCode, yearsBack)

State crime trends with national comparison, Judiciary committee memberships from the state's congressional delegation, and relevant policy area context for criminal justice legislation.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., TX)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "yearsBack": {
      "description": "Years of trend data (default 5)",
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "stateCode"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_consumer_complaints(company, product, state, dateFrom, dateTo, ...)

Search CFPB consumer complaints by company, product, state, or date range. Returns complaint details including issue, response, and timeliness.

輸入結構描述

{
  "type": "object",
  "properties": {
    "company": {
      "description": "Company name to filter by",
      "type": "string"
    },
    "product": {
      "description": "Product type (e.g., \"Credit reporting\")",
      "type": "string"
    },
    "state": {
      "description": "Two-letter state code",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "dateFrom": {
      "description": "Start date (YYYY-MM-DD)",
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
    },
    "dateTo": {
      "description": "End date (YYYY-MM-DD)",
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$"
    },
    "size": {
      "description": "Max results (default 25)",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_consumer_complaints(stateCode, districtNumber)

Consumer complaints aggregated by congressional district using ZIP-district mapping. Shows top complained-about companies, products, and issues for a district.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., PA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_consumer_protection_influence(stateCode, districtNumber)

Cross-reference top complained-about companies in a state with lobbying registrants (entity resolution fuzzy match) and campaign contributions to the district representative. Checks rep votes on Finance-related legislation. Shows correlations only — not causation.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., IL)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_housing_affordability(countyFips)

HUD Fair Market Rents and income limits by county FIPS code. Returns rental rates by bedroom count and income thresholds (very low, extremely low, low) by household size.

輸入結構描述

{
  "type": "object",
  "properties": {
    "countyFips": {
      "description": "County FIPS code (e.g., 06037 for Los Angeles County)",
      "type": "string",
      "pattern": "^\\d{5,10}$"
    }
  },
  "required": [
    "countyFips"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_housing_profile(stateCode, districtNumber)

Housing affordability profile for a congressional district: HUD Fair Market Rents and income limits for district counties, representative's Housing committee membership, and relevant housing policy context.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., NY)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_vehicle_recalls(make, model, year)

Search NHTSA vehicle recalls by make, model, and/or year. Returns campaign number, affected component, safety summary, consequence, remedy, and whether to park the vehicle immediately.

輸入結構描述

{
  "type": "object",
  "properties": {
    "make": {
      "description": "Vehicle make (e.g., Ford, Toyota)",
      "type": "string"
    },
    "model": {
      "description": "Vehicle model (e.g., F-150, Camry)",
      "type": "string"
    },
    "year": {
      "description": "Model year",
      "type": "integer",
      "minimum": 1966,
      "maximum": 2030
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_vehicle_complaints(make, model, component)

Search NHTSA consumer complaints about vehicles by make, model, and/or component. Returns incident details including injuries, deaths, crashes, fires, and complaint summary.

輸入結構描述

{
  "type": "object",
  "properties": {
    "make": {
      "description": "Vehicle make (e.g., Ford, Toyota)",
      "type": "string"
    },
    "model": {
      "description": "Vehicle model (e.g., F-150, Camry)",
      "type": "string"
    },
    "component": {
      "description": "Vehicle component (e.g., STEERING, BRAKES, AIR BAGS)",
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_healthcare_providers(state, city, type)

Search CMS hospitals and nursing homes by state with quality ratings. Returns overall star ratings, safety/mortality comparisons for hospitals, and inspection/staffing ratings for nursing homes.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., CA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "city": {
      "description": "City name to filter results",
      "type": "string"
    },
    "type": {
      "description": "Provider type (default: both)",
      "type": "string",
      "enum": [
        "hospital",
        "nursing_home",
        "both"
      ]
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_healthcare_profile(stateCode, districtNumber)

Healthcare infrastructure for a congressional district: CMS hospitals and nursing homes with quality ratings, representative's Health committee membership, and pending health legislation context.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., TX)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_state_energy_profile(state)

State energy profile from EIA: total consumption, production, electricity generation, renewable percentage, and top energy sources. Returns production mix and trends.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., TX)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    }
  },
  "required": [
    "state"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢analyze_energy_policy_influence(stateCode, districtNumber)

Cross-reference state energy profile with energy sector lobbying registrants (entity resolution fuzzy match), Energy/Commerce committee membership, campaign contributions, and energy legislation votes. Shows correlations only — not causation.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., TX)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_colleges(state, name, limit)

Search College Scorecard for higher education institutions by state and/or name. Returns admission rate, graduation rate, average net price, median earnings, median debt, and size.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., MA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "name": {
      "description": "Institution name (partial match)",
      "type": "string"
    },
    "limit": {
      "description": "Max results (default 25)",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_education_profile(stateCode, districtNumber)

Higher education landscape for a congressional district: colleges/universities by state with outcomes data, representative's Education committee membership, and relevant education policy context.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., OH)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_nih_grants(state, institution, topic, limit)

Search NIH-funded research grants by state, institution, or topic. Returns project title, principal investigator, award amount, NIH institute, and organization.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., MD)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "institution": {
      "description": "Research institution name",
      "type": "string"
    },
    "topic": {
      "description": "Research topic or keyword",
      "type": "string"
    },
    "limit": {
      "description": "Max results (default 25)",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_research_profile(stateCode, districtNumber)

NIH-funded research in a congressional district: grants by state, top institutions, top-funded topics, total award amounts, and representative's Science/Health committee membership.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., MA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢search_fdic_institutions(state, name, city, limit)

Search FDIC-insured banks and financial institutions by state, name, or city. Returns total assets, deposits, number of offices, charter class, and regulator.

輸入結構描述

{
  "type": "object",
  "properties": {
    "state": {
      "description": "Two-letter state code (e.g., NY)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "name": {
      "description": "Institution name (partial match)",
      "type": "string"
    },
    "city": {
      "description": "City name",
      "type": "string"
    },
    "limit": {
      "description": "Max results (default 25)",
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_district_banking_profile(stateCode, districtNumber)

Banking landscape for a congressional district: FDIC-insured institutions, total deposits/assets, recent bank failures, and representative's Banking/Financial Services committee membership.

輸入結構描述

{
  "type": "object",
  "properties": {
    "stateCode": {
      "description": "Two-letter state code (e.g., GA)",
      "type": "string",
      "minLength": 2,
      "maxLength": 2
    },
    "districtNumber": {
      "description": "District number (0 for at-large)",
      "type": "integer",
      "minimum": 0,
      "maximum": 53
    }
  },
  "required": [
    "stateCode",
    "districtNumber"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_federal_fiscal_data(year)

Federal fiscal overview from Treasury: national debt, monthly revenue by category, and spending by category. Returns current figures and fiscal year totals.

輸入結構描述

{
  "type": "object",
  "properties": {
    "year": {
      "description": "Fiscal year for revenue/spending (default: current year)",
      "type": "integer",
      "minimum": 2000,
      "maximum": 2030
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢get_federal_debt_context

Current federal debt with context: total public debt outstanding, debt held by public vs intragovernmental holdings, and record date. Useful for fiscal policy discussions.

輸入結構描述

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

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