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"Reading Local Project Files to Assist Development" matching MCP servers:

  • local-datasource

    jarvislee90s-dot
    F
    license
    -
    quality
    B
    maintenance
    将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具，使支持MCP的智能体无需第三方账号和云额度即可直接查询金融市场、宏观经济和学术论文数据。

  • Local San Antonio MCP

    mindwear-capitian
    A
    license
    A
    quality
    C
    maintenance
    Provides Claude and any MCP client with plain-English access to official San Antonio-area public data including weather alerts, school ratings, and 311 service calls, with no API keys required.
    4
    1
    Apache 2.0

  • local-dfw-mcp

    LizzleChen
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to answer DFW civic and property questions using official data sources without API keys.
    9
    183
    2
    Apache 2.0

  • materials-project-mcp-from

    ibtisamkhan96
    F
    license
    -
    quality
    C
    maintenance
    An educational MCP server that wraps the Materials Project API, exposing tools to search chemical systems, get material summaries, find semiconductors by band gap, and retrieve crystal structure facts.
  • PIA MCP Server by Program-Integrity-Alliance

    PIA MCP Serverofficial

    Program-Integrity-Alliance
    A
    license
    A
    quality
    B
    maintenance
    Enables AI to search and retrieve detailed information from U.S. government datasets, including GAO reports, oversight recommendations, congressional bills, and more, with OData filtering and faceted search.
    2
    4
    MIT

  • Formula One MCP Server

    Machine-To-Machine
    A
    license
    A
    quality
    C
    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

  • ArXiv MCP Server

    hous-ailab
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to search, download, and read arXiv papers, with automatic detection of open-source code repositories and support for both LaTeX and PDF content.
    MIT

  • mcp-stashbox

    smeet666
    A
    license
    A
    quality
    A
    maintenance
    An MCP server for public stash-box metadata catalogues, enabling search of scenes and performers, reading records, and identifying files via fingerprints.
    10
    0
    MIT

  • wikimedia

    RapidMCP
    A
    license
    A
    quality
    D
    maintenance
    Enables natural language queries to search, retrieve, and explore Wikipedia and other Wikimedia project content, including featured articles and historical events.
    6
    MIT

  • mcp-worldbank-procurement

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables access to World Bank Procurement Notices for global development tenders through the Pipeworx MCP gateway, with keyless access and natural language querying via ask_pipeworx.
    8
    MIT

  • Ratatoskr-mcp

    edk4971
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that exposes a single tool to retrieve Wikipedia articles from local multistream dump files, offering fast offline access with redirect following and fuzzy matching.
    The Unlicense

  • gutenberg-mcp

    Awzy11
    A
    license
    -
    quality
    C
    maintenance
    Enables search and reading of Project Gutenberg books with tools for searching by title/author/subject and fetching word-range slices of book text.
    MIT

  • world-bank-server

    gu-dsan6725
    F
    license
    -
    quality
    D
    maintenance
    Exposes World Bank development data to AI agents via local CSV resources and live API tools, enabling queries about GDP, population, and other indicators.

  • world-bank-server

    gu-dsan6725
    F
    license
    -
    quality
    D
    maintenance
    Exposes World Bank development data and country information via MCP resources and tools, enabling AI agents to query historical indicators and live API data.

  • Bidding MCP Server

    handaas
    F
    license
    -
    quality
    D
    maintenance
    Provides comprehensive access to Chinese bidding and tendering data, enabling users to search for companies, analyze bidding statistics, query tender announcements, and discover project opportunities for market analysis and business development.
    9

  • netcdf-mcp

    dogukanteber
    F
    license
    -
    quality
    D
    maintenance
    Enables reading and understanding NetCDF files, providing tools to inspect structure, variables, metadata, and data quality for scientific datasets.