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"Enhancing Claude-based Code Generation" matching MCP servers:

  • claude-wilder-mcp

    claudewilder
    A
    license
    A
    quality
    D
    maintenance
    Description: AI-authored book and software reviews, plus news and data investigations with downloadable CSV datasets and an open response protocol. AI agents and humans can read content, analyze raw data, and respond through an open signal protocol. 9 tools, no auth.
    9
    MIT

  • Japan Area Code MCP Server

    CORDEA
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.
    2
    Apache 2.0

  • LittleSis MCP

    code-rabi
    A
    license
    B
    quality
    C
    maintenance
    Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.
    8
    15
    2
    MIT

  • Claude MCP Server for USGS

    blake365
    A
    license
    -
    quality
    D
    maintenance
    Provides access to the USGS Quakes API within Claude Desktop, enabling users to retrieve earthquake data and details through natural language queries.
    1
    MIT

  • brasil-data-mcp

    alanpcf
    A
    license
    A
    quality
    A
    maintenance
    MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays) via BrasilAPI. For Claude Desktop, Claude Code, Cursor, and other MCP-compatible clients.
    15
    38
    4
    MIT

  • Āina Atlas MCP

    portofcams
    F
    license
    A
    quality
    C
    maintenance
    MCP server that exposes a Hawaii property pipeline as Claude tools, allowing natural language queries about parcel records, hazards, zoning, ADU eligibility, and more, based on real public data.
    3

  • REE MCP Server

    ESJavadex
    A
    license
    A
    quality
    C
    maintenance
    Enables natural language conversations with Spain's electrical grid data through Claude, providing real-time access to electricity demand, generation, prices, and emissions data from Red Eléctrica de España (REE).
    18
    11
    MIT

  • mcp-public-apis

    josephsenior
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI coding agents real-time access to the public-apis dataset, enabling search, live probing, and code snippet generation for 1,500+ free public APIs.
    7
    37
    4
    MIT
  • apicrate-mcp by apicrateio

    apicrate-mcpofficial

    apicrateio
    A
    license
    -
    quality
    D
    maintenance
    Provides AI agents with 22 data tools across 9 domains, including IP geolocation, email risk scoring, postal codes, countries, timezones, user-agent parsing, cryptographic hashing, Bible search, and QR code generation.
    MIT

  • dataset-search-mcp

    hyeonseo2
    A
    license
    -
    quality
    D
    maintenance
    Unified MCP server for discovering open datasets across Hugging Face, Zenodo, and Kaggle, with ranked search results and one-click Colab starter code generation.
    1
    MIT

  • osm-mcp

    abangbroy
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that provides live geospatial data such as geocoding, POI search, isochrones, and area density from open data sources to LLM clients like Claude, Cursor, or Claude Code.
    MIT

  • UK Parliament MCP Server

    ChrisBrooksbank
    A
    license
    -
    quality
    B
    maintenance
    An MCP server that gives AI assistants access to UK Parliament data. Query MPs, Lords, bills, votes, committees, debates, and more through AI assistants like Claude Desktop and VS Code Copilot.
    4
    MIT

  • Energy Charts MCP

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables querying European electricity generation, prices, and capacity data from Fraunhofer ISE's Energy-Charts platform.
    13
    MIT

  • fetch-weather

    mishrole
    F
    license
    -
    quality
    D
    maintenance
    Enables users to get weather forecasts for any city using the Open-Meteo API through natural language in Claude Desktop or VS Code.

  • Weather MCP Server

    cemremengu
    F
    license
    -
    quality
    D
    maintenance
    Provides weather information tools based on the National Weather Service APIs through an SSE-based MCP server that can run as a standalone process or Docker container.

  • jaxa-earth-mcp

    a-hikata
    A
    license
    A
    quality
    C
    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

  • crawlgraph-mcp

    pucilpet
    A
    license
    A
    quality
    A
    maintenance
    MCP server for the CrawlGraph backlink-intelligence API. Gives any MCP client - Claude Desktop, Claude Code, Cursor, Cline, Zed, Windsurf - backlink lookups and competitor gap analysis built on the public Common Crawl webgraph (4.4B edges, 120M domains).
    4
    22
    1
    MIT