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    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    13
    MIT
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    Read-only MCP server for the July 2026 survey of AI in open-source design systems, enabling agents to query 19 systems' affordances, coercion techniques, and platform data via 9 tools, 2 resources, and 2 prompts.
    1
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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
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    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
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    Enables natural language queries to official dental council registration data in Tocantins, Brazil. Read-only, hosted, and works with any MCP client.
    MIT
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    An MCP server that connects AI chatbots directly to data.gouv.fr, France’s national open data platform. It allows users to search, explore, and analyze thousands of public datasets simply by asking questions in natural language.
    10
    1,588
    MIT
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    An MCP server to query Colombian public procurement data from SECOP I and II in real time, enabling contract research, transparency oversight, and data journalism.
    10
    2
    MIT
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    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
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    Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.
    743
    Apache 2.0
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    An MCP server that provides tools for searching the ORCID registry, reading researcher profiles, retrieving publications, and exporting citations in RIS and BibTeX formats.
    MIT
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    Enables AI assistants to search and retrieve French job profiles, RNCP certifications, training programs, training centers, and skills comparisons in read-only mode without requiring an account.
    MIT
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    An MCP server for auditing LaTeX citations and numeric claims in academic papers, verifying numerical values against resolved full-text sources.
    MIT
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    Checks whether a citation has been retracted, corrected, or flagged with an expression of concern by querying Crossref — including retractions that Crossref backfills from the Retraction Watch database, which publishers often never record in their own metadata. Lets an AI agent verify a DOI, or every DOI in a reference list, before using it in research or writing.
    1
    MIT
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    MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. Enables an AI assistant to search metadata records, view details, and discover services (WMS, WFS, downloads, etc.) referenced in the catalog.
    3
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    Enables Claude users to look up RCA and ICSARA documents for a SEIA project by expediente ID directly in chat, without running scripts or needing an API key.