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20 Best Documentation MCP Servers: compared and ranked, November 2026Ranked from 2,559 matching servers on stars, growth, downloads and maintenance. Updated .

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"A guide to creating software project documentation" matching MCP servers:

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  • A
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    Enables AI agents to discover official public data sources, inspect their metadata and endpoint parameters, and execute live queries through a unified response envelope with a 500 ms budget.
    MIT
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    A
    quality
    C
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    Enables read-only lookups of state septic licensing agencies with their official verification URLs, searches of license-matched septic contractors by state, city, county, zip or service, and retrieval of sourced septic cost guides. Every response carries a thesepticguide.com source link, requires no API key, and reports its snapshot date.
    4
    MIT
  • A
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    D
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    MCP server for consulting vehicle data from DETRAN TO official source. Read-only, pay-per-use, works with any MCP-compatible client.
    MIT
  • A
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    B
    maintenance
    Provides read-only access to verified French software price benchmarks, including public procurement contracts and private market rates, enabling budget estimates and quote positioning.
    MIT
  • A
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    D
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    Finds companies registered at JUCESP from a partner's name, CPF, or CNPJ, returning the NIRE of each participation. It is a read-only MCP server hosted at api.mcp.ai.
    MIT
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    Enables users to query IPVA (vehicle property tax) data from the official SEFAZ TO source via a read-only MCP tool.
    MIT
  • A
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    D
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    Enables AI assistants to query the official DETRAN TO source for CRLV printing via a read-only, hosted MCP server with pay-per-query prepaid credit.
    MIT
  • A
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    D
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    Read-only MCP server for querying SEFAZ Tocantins (SEFAZ TO) NFC-e (electronic consumer invoice) data from official government sources via natural language, working with any MCP-compatible client such as Claude, Cursor, VS Code, and more.
    MIT
  • A
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    A
    quality
    B
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    Enables lookup of licensed US real estate agents on official state license registers by license number or name, returning the brokerage of record along with its active agent count, size band, and the agent's license status and expiry. It also lists every active agent at a given brokerage or every brokerage office in a zip code across 19 states.
    1
    50 npm
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables querying of a locally pinned snapshot of the Education-to-Workforce Indicator Framework — 99 indicators and 11.8M observations — to browse questions, describe metrics, resolve places, and fetch or rank data across national, state, county, and district levels.
    4
    MIT
  • A
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    quality
    C
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    Enables searching government awards through the Sell to State API by proxying JSON-RPC to the live HTTP MCP endpoint, requiring an API key.
    21 npm
    MIT
  • A
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    Not graded
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    D
    maintenance
    Enables natural language queries to official dental council registration data in Tocantins, Brazil. Read-only, hosted, and works with any MCP client.
    MIT
  • F
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    quality
    D
    maintenance
    Provides real-time access to Israeli emergency alerts from the official Pikud Haoref (Home Front Command) API. Enables AI assistants to check current alerts, retrieve alert history with intelligent city filtering, and monitor emergency notifications including rocket alerts, aerial intrusions, and earthquakes.
    5
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  • A
    license
    A
    quality
    C
    maintenance
    Provides access to the official German Federal Legal Information Portal (rechtsinformationen.bund.de) enabling AI agents to search German federal laws, court decisions, and legal documentation with authoritative citations from official sources.
    5
    24
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    MCP server for querying Korean occupational safety, health, and chemical regulations, including MSDS, KOSHA GUIDE, and legal information.
    12
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  • A
    license
    B
    quality
    B
    maintenance
    MCP server for Kenya housing — rental market guide, tenant rights, building permits, affordable housing programs, housing finance.
    5
    238 PyPI
    MIT
  • A
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    Enables cited site feasibility and pre-development project workflows for Canada and the US, returning lot, zoning, permitted uses, and material envelope details with provenance for a given street address.
    Apache 2.0
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    C
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    Lets an assistant check a personal inventory against EU Safety Gate, German medicine shortage, US vehicle campaign and software end-of-support registers, returning graded matches together with each source's coverage and known blind spots. Read-only, so it can query what is watched, past notices and source status but cannot alter inventory or acknowledge findings.
    17 npm
    MIT
  • A
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    B
    maintenance
    Enables AI clients to query public US Department of Energy and national-laboratory data — research literature, datasets, software, patents, EIA grid and BPA operations, facilities, Daymet weather, climate models, sensors, and materials structures — through focused stdio servers. Every answer carries a provenance envelope naming the systems read, when they were read, and what the search did not cover.
    1
    Apache 2.0
  • A
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    D
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    Enables consulting the Receita Federal Simei MEI for issuing installment guides, using an official source. Read-only MCP server with a single tool for querying Brazilian MEI payment guide information.
    MIT
  • A
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    B
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    Enables AI agents and grant software to discover current U.S. federal grants without an API key, offering search, official detail, transparent fit scoring, sourced briefs, and deterministic shortlist preflight calls that settle in USDC on Base via x402.
    MIT
  • A
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    Enables MCP clients to query public ICEGATE customs data without login, including shipping bill status, import duty calculations, CBIC exchange rates, code and trade-guide lookups, and GSTIN status.
    GPL 3.0
  • A
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    D
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    MCP server for querying FGTS quick guide issuance from official sources. Provides read-only access to FGTS guide data with pay-per-use pricing and works with any MCP-compatible client.
    MIT
  • A
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    D
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    A comprehensive MCP server providing access to all FRED API endpoints with intelligent large data handling, project-based storage, and async job processing for AI assistants like Claude.
    MIT
  • A
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    quality
    D
    maintenance
    Enables searching, validating, and referencing Finnish standardized terminology, data models, and code lists to ensure consistency in design documentation for Finnish government and building industry projects.
    2
    MIT
  • A
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    D
    maintenance
    Provides a read-only tool to query official vehicle documentation for printing low vehicle certificates, with pay-per-use prepaid credits and no platform credentials required.
    MIT
  • A
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    D
    maintenance
    A production-ready MCP server that provides access to the German Bundestag's parliamentary documentation system (DIP API).
    1
    MIT