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20 Best GitHub MCP Servers: compared and ranked, November 2026Ranked from 2,236 matching servers on stars, growth, downloads and maintenance. Updated .

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    Provides aggregated municipal development costs for US jurisdictions, including impact fees and utility connection charges, enabling AI agents to assess building feasibility quickly.
    14
    14 npm
    MIT
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    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.
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    Provides AI assistants with specialized tools to interact with NIST's Open Security Controls Assessment Language (OSCAL) framework. It enables agents to retrieve schemas, explore models, and generate valid OSCAL documentation for security compliance automation.
    40
    52
    Apache 2.0
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    Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via
    MIT
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    A Model Context Protocol server that provides access to Spanish public data sources (cadastral, business registry, judicial, and tenders) by wrapping the DataPrem REST API for AI agents.
    4
    MIT
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    MCP server for searching and accessing Korean public data from data.go.kr, enabling dataset search, metadata lookup, and data retrieval/download via Python API or CLI.
    10
    28 PyPI
    1
    MIT
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    Enables users to search and query information about military service alternative companies in South Korea through the Military Manpower Administration (MMA) API. Supports filtering by service type, industry, company size, location, and recruitment status.
    1
    MIT
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    MCP server for structured Australian macroeconomic and financial data from the Australian Bureau of Statistics (ABS), the Reserve Bank of Australia (RBA), and the Australian Prudential Regulation Authority (APRA).
    14
    89 PyPI
    5
    MIT
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    Enables AI assistants to look up Austrian public holidays for any year, school holidays per federal state for 2026/27, the 2026 small-business VAT threshold, and SVS 2026 contribution rates including a rough estimate from annual profit. Runs locally over stdio with no dependencies.
    5
    MIT
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    Enables AI assistants to search and read consolidated legislation from multiple countries, retrieve exact law texts as of any historical date with citations and git commit SHAs, and create webhook or email subscriptions to track legal changes.
    2
    MIT
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    Cost of living, CPI, PPP, and regional price data for 190+ countries. Semantic endpoints with natural language parameters. MCP server for AI agents.
    MIT
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    Facilitates retrieval of National Park Services data using the NPS API, allowing users to list national parks by state and access detailed information about specific parks.
    41,657 npm
    3
    MIT
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    Enables AI assistants to search Japanese government subsidies and grants, including archived closed calls and recurring application periods based on historical data.
    7 npm
    1
    MIT
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    Exposes Denmark's Statistical Bureau API as programmable resources, making it easy to integrate with language models and modern AI applications to enable natural language queries for statistical data.
    18
    MIT
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    OpenLawMCP is an open-source legal AI research tool built to make AI-assisted legal research more reliable. A major problem with using AI for legal research is that it can give confident answers without showing whether the answer is grounded in real legal sources. For legal work, that creates a credibility problem. Users need answers that can be checked against actual legal material.
    10 npm
    5
    Apache 2.0
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    Enables natural language access to Denmark's Statistics API (Danmarks Statistik), allowing users to query and analyze Danish statistical data without coding knowledge through AI-powered interactions.
    MIT
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    Provides real SEC EDGAR filings as MCP tools, allowing agents to fetch clean, cited, token-lean filing data from a single URL with no installation.
    105 npm
    Apache 2.0
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    Enables AI assistants to query the BOE's daily gazette summary and search recent summaries for provisions whose titles contain given words, returning titles, sections, departments and links. Runs locally over stdio or as a stateless HTTP MCP server on AWS Lambda.
    MIT
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    US + EU salary benchmarking, pay transparency compliance, and semantic endpoints. 1,400+ US occupations, 28 EU countries. MCP server for AI agents.
    MIT
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    Enables querying and retrieving daily feeds of newly incorporated Canadian federal companies, with filters for incorporation date, province, keywords, and incremental updates, returning structured company data including addresses and directors.
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    Provides real-time weather forecasts for locations across Malaysia by fetching data directly from MET Malaysia's API. It enables AI assistants to query today's conditions and seven-day forecasts for states, districts, and towns.
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    MCP server for the Danish Address Web API (DAWA), enabling free-text address search, house number search, and detailed address lookup by ID.
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    An MCP server that lets an LLM answer a pharmacist's question about drug shortages by normalizing drug names, finding pharmacologic alternatives, and checking their shortage status using public FDA and NLM data.
    5
    MIT