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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
  • A
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    quality
    D
    maintenance
    Fetches live weather data from Open-Meteo without an API key and returns structured JSON with location disambiguation, enabling weather queries in LM Studio chat.
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to convert recipe amounts between volume and weight for specific ingredients using measured densities, scale recipes, and convert oven temperatures, with source citations and alternative published values.
    4
    52 npm
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-compatible AI agents, enabling them to fetch and reason about real-time geophysical events.
    1
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  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to convert raw and cooked weights for meat and poultry by cut and cooking method from USDA data, calculate how much raw meat to buy for cooked servings, and look up cooking yields and sample ranges.
    5
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    A daily census of the AI agent tooling ecosystem on GitHub (MCP servers, agent frameworks, skills): look up whether a repository is still maintained and under what licence, search by words with status and licence filters, get the day's totals and two acted-on lists. Standard library only, public metadata only.
    4
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables resolving the likely employer behind Gmail, Outlook, iCloud, Yahoo, and other free-mail signups by checking public Gravatar profiles, signed GitHub commits, and LinkedIn results. It returns the person’s name, employer, employer domain, confidence score, and evidence URLs.
    1
    333 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    This project implements a Model Context Protocol (MCP) server providing Formula One racing data using the Python FastF1 library. Inspired by an existing TypeScript server, it offers similar F1 data functionalities natively in Python via FastF1.
    8
    2
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only search and comparison of compliance audit firms and GRC/security AI agents, with lookups cross-checked against official registries.
    1
    MIT
  • A
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    quality
    D
    maintenance
    MCP server for querying the Central Bank of Brazil's 'Valores a Receber' (amounts to receive) service, providing read-only access to official data through natural language with a hosted server and prepaid credits.
    MIT
  • A
    license
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    quality
    D
    maintenance
    MCP server that aggregates and deduplicates job listings from multiple public sources, ranks them against a user's resume, and exposes tools for searching, viewing details, explaining fit, and tracking applications.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to retrieve free, source-linked decision methods and optional decision packs through MCP tools such as catalog, method, sample_pack, and pack_offer. It operates without model calls and disables payments by default.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for consulting vehicle data from DETRAN TO official source. Read-only, pay-per-use, works with any MCP-compatible client.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Provides free Chinese A-share stock data including real-time quotes, historical K-lines, market scanning, and multi-factor stock screening via BaoStock and Sina Finance APIs.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for legal research that enables searching US case law via CourtListener, retrieving full opinion text, and looking up legal definitions from Cornell's Wex. Students can connect via a remote connector in Claude.ai to cite real, free legal sources.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables autonomous agents to access transparent public utilities such as UTC time, HTTP status catalogs, IANA time zones, and tool compatibility checks, while preserving privacy through daily rotating pseudonyms and no storage of raw identifiers.
    6 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables retrieval of active NOAA weather alerts for US states and five-period forecasts for geographic coordinates, with future support planned for German weather data.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that provides country information lookup and an interactive dashboard, exposing a get_country_info tool and HTTP endpoints for querying demographic, geographic, and economic data.
    1
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    MCP server for currency conversion with real-time exchange rates via the Frankfurter API. Enables agents to retrieve latest currency data and perform conversions.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    One MCP server that gives AI agents nine live data tools — company hiring signals, SEC filings, academic papers, GitHub repos, Hacker News, Stack Overflow, clinical trials, Federal Register, and global news — all as flat, citation-ready JSON with pay-per-result billing.
    -
  • F
    license
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    quality
    B
    maintenance
    Answers count questions about the MCP server ecosystem, including totals, growth over time, namespace types, daily new servers, data freshness, and recent MCP/A2A spec changes, using a dated snapshot of the Official MCP Registry.
    -
  • A
    license
    A
    quality
    D
    maintenance
    MCP server exposing Taiwan's MOPS salary data (2019-2025) via four read-only tools, enabling LLMs to query company salaries, industry stats, and trends under strict constraints.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables searching and retrieving articles, citations, and structured content from Grokipedia for research and information retrieval. It provides specialized tools for section extraction, related page discovery, and filtered search results.
    7
    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
    license
    A
    quality
    D
    maintenance
    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • F
    license
    A
    quality
    D
    maintenance
    Provides current weather and forecast data for any city via OpenWeatherMap. Can be used with Ollama or Claude Desktop for natural-language weather queries.
    2
    -
  • F
    license
    B
    quality
    D
    maintenance
    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7
    -
  • A
    license
    B
    quality
    C
    maintenance
    MCP server providing Vietnamese stock market data including historical prices, financial statements, company info, trading data, forex, crypto, world indices, and mutual funds through 21 MCP tools and 22 CLI commands with support for stdio, SSE, and Streamable HTTP transports.
    21
    MIT
  • F
    license
    B
    quality
    C
    maintenance
    Provides an LLM with tools to retrieve US National Weather Service forecasts and active alerts, enabling natural-language answers about current conditions.
    2
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables searching government awards through the Sell to State API by proxying JSON-RPC to the live HTTP MCP endpoint, requiring an API key.
    26 npm
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to look up US NHTSA and EU Safety Gate car recalls and complaints, compare a model's years by risk score, check UK MOT failure rates, retrieve EU vehicle specifications with WLTP CO2 and fuel consumption, and verify Cyprus company records, EU VAT numbers via VIES and LEIs. It draws only on official open data and is hosted through Apify, so nothing needs to be installed.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables coding agents to query a sourced directory of real apps shipped with AI coding tools, plus build tools, agent harnesses and frameworks with dated official pricing and revenue rankings. Supports searching and comparing tools side by side, ranking stacks for an app idea, and submitting an app or newsletter subscription on the user's behalf.
    MIT
  • A
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    Not graded
    quality
    C
    maintenance
    Enables MCP clients to browse a free, read-only feed of paid tasks that AI agents can perform, filtered by lane, source, reward, currency or keyword, and to fetch individual gig records, list indexed bounty boards with payout grades, or search roughly 30,000 human tech jobs — all without authentication or API keys.
    MIT