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"A tool or assistant to explore and debug my codebase" matching MCP servers:

  • datapulse-my

    r3dz4r
    A
    license
    -
    quality
    A
    maintenance
    Trust layer for 375 Malaysian public datasets. Independent probes every 15 min, 10-status taxonomy, machine-readable licence metadata, read-only MCP. No API key.
    MIT

  • mcp-opendosm-my

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Connects to Malaysia's OpenDOSM open data API via Pipeworx, enabling access to official statistics through MCP tools or natural language queries.
    8
    MIT

  • Reuters Business and Financial

    BACH-AI-Tools
    A
    license
    C
    quality
    D
    maintenance
    Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.
    20
    MIT

  • Simple MCP Weather Tool

    pi0tr010
    A
    license
    -
    quality
    C
    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
  • Statistics Query and Verification MCP by ONSdigital

    Statistics Query andofficial

    ONSdigital
    F
    license
    B
    quality
    C
    maintenance
    MCP server for answering questions about official statistics from a single publication URL, with tools to check query scope, retrieve overview, text, data files, and search.
    5

  • A-Stock MCP Server

    jiangyj545
    A
    license
    -
    quality
    C
    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

  • Grokipedia MCP Server

    TheOneTrueNiz
    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

  • 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

  • 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

  • osm-mcp

    a-tsitanov
    F
    license
    B
    quality
    B
    maintenance
    Provides read-only query tools over OpenStreetMap data in PostGIS, enabling natural language queries for features, categories, and spatial analysis.
    7

  • CompanyScope

    Stewyboy1990
    A
    license
    A
    quality
    F
    maintenance
    Delivers comprehensive company intelligence in a single tool call, aggregating profiles, tech stacks, key people, news, and corporate data from any domain or company name. Sources data from Wikipedia, GitHub, OpenCorporates, and web scraping to provide structured business insights using only free public APIs.
    6
    99
    4
    MIT

  • datosgobdo-mcp

    alcastaro
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol server that exposes the Dominican Republic's open government data (datos.gob.do) as tools consumable by any AI assistant.
    23
    3
    MIT

  • BCRP-MCP

    rodcar
    F
    license
    A
    quality
    D
    maintenance
    Model Context Protocol server that provides access to economic and financial time series data from Peru's Central Reserve Bank, enabling AI agents to search, explore, and analyze Peru's economic indicators through a standardized interface.
    3
    3
  • Schema.gov.it MCP Server by italia

    Schema.gov.it MCP Serverofficial

    italia
    A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to semantically explore and analyze the Italian government data catalog (schema.gov.it), including ontologies, vocabularies, datasets, and data quality checks.
    47
    9
    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