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"Understanding Claude AI's Reasoning and Thinking Ability" 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

  • 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
  • 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

  • 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

  • Sozio Thin

    FabianBartschDatenanalyse
    A
    license
    -
    quality
    A
    maintenance
    Enables reproducible analysis of 100 curated Swiss open-data resources by searching profiles, materializing PXWeb data, validating and executing SQL, and formatting reproduction details, with reasoning delegated to the MCP client.
    Apache 2.0

  • building-register-mcp

    dongwook-chan
    A
    license
    -
    quality
    D
    maintenance
    Queries South Korean building register data (e.g., floor area, parking, seismic design) via a single unified tool, converting API responses to Korean field names for easy AI understanding.
    12
    1
    MIT

  • 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.

  • geolabel-mcp

    geolabel
    A
    license
    A
    quality
    D
    maintenance
    Turn GPS coordinates into place name, category, and live opening hours via OpenStreetMap. Works in Claude, Hermes Agent, OpenClaw, and any MCP client.
    1
    1
    MIT

  • jk-mcp-usls

    jedi-knights
    A
    license
    A
    quality
    A
    maintenance
    MCP server providing Claude live access to USL Super League data—teams, matches, standings, rosters, and schedule-strength analytics—via the ESPN public API.
    11
    MIT

  • jk-mcp-mls

    jedi-knights
    A
    license
    A
    quality
    A
    maintenance
    MCP server that gives Claude live access to Major League Soccer data — teams, matches, standings, rosters, and schedule-strength analytics — via the ESPN public API.
    11
    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

  • korea-onegov-mcp

    socialkim
    F
    license
    A
    quality
    B
    maintenance
    Enables searching and retrieving Korean government documents (press releases, policies, laws, statistics, etc.) from about 50 central administrative agencies through natural language interactions with AI assistants like Claude and ChatGPT.
    11

  • jk-mcp-wsl

    jedi-knights
    A
    license
    A
    quality
    A
    maintenance
    MCP server that gives Claude live access to Women's Super League (England) data — teams, matches, standings, rosters, and schedule-strength analytics — via the ESPN public API.
    11
    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

  • 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

  • France Data MCP

    cturkieh
    A
    license
    A
    quality
    A
    maintenance
    France Data MCP lets AI agents query, cross-reference and automatically enrich multiple French public registries through a unified MCP interface. France Data MCP provides a French territorial intelligence layer designed for multi-source reasoning and agentic orchestration.
    36
    362
    3
    MIT