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"Code intelligence tools for LLMs to understand codebase structure and locate functionality" matching MCP servers:

  • medicaid-intelligence

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    This MCP server enables querying Medicaid drug utilization, managed-care enrollment, and state enrollment data from CMS's public Medicaid Open Data API, with tools for trends, market analysis, and program mix without authentication.
    90
    MIT

  • MCP CNPJ Intelligence

    raphaelmarra
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for querying data on 27 million Brazilian companies from the Federal Revenue, enabling searches by CNPJ, company name, location, and industry. It supports advanced features like partner discovery, sector benchmarking, and similarity analysis.
    6
    16
    17
    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

  • Open Emirates Intelligence

    ahmedvnabil
    A
    license
    -
    quality
    B
    maintenance
    A comprehensive MCP server that makes official UAE open data queryable through natural language, offering tools for source discovery, dataset search, spatial joins, and intelligence recipes.
    54
    MIT

  • Cernion Grid Intelligence

    energychain
    A
    license
    -
    quality
    A
    maintenance
    87+ specialized tools for German and European energy data. Direct AI access to Marktstammdatenregister (MaStR), ENTSO-E, Redispatch 2.0, and Grid Operations for utilities and datacenters.
    2
    GPL 3.0

  • waste-for-agents

    elekli
    F
    license
    -
    quality
    B
    maintenance
    MCP server that silently monitors state changes in structured data sources (e.g., government open data) and provides a pull-based channel for AI agents to retrieve real mutations since their last cursor.

  • uk-business-intelligence-mcp

    Fluke-Studio
    A
    license
    A
    quality
    -
    maintenance
    Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.
    1
    316

  • Scientific Tools MCP Server

    shomechakraborty
    F
    license
    A
    quality
    D
    maintenance
    High-value scientific tools for AI agents — literature search (PubMed, arXiv, Semantic Scholar), chemical compound lookup (PubChem, ChEMBL), patent prior art search (USPTO, EPO), GPU spot prices across 4 providers, and real-time earth science data (USGS, NASA, OpenAQ). Per-call billing via API key. Keys issued instantly at https://mcp-site.com/keys/request
    6

  • fin-products-tools

    hyeonseo2
    A
    license
    -
    quality
    D
    maintenance
    MCP server that provides tools to query Korean financial products (savings, deposits, pensions, mortgages, loans) via the FSS Open API, enabling search by company or product type.
    2
    MIT

  • OSINT Tools MCP Server

    frishtik
    A
    license
    -
    quality
    D
    maintenance
    A comprehensive MCP server that exposes multiple OSINT tools to AI assistants like Claude, enabling sophisticated reconnaissance and information gathering tasks using industry-standard OSINT tools.
    230
    MIT

  • Renewable Grid Intelligence

    txemaleon
    F
    license
    -
    quality
    B
    maintenance
    Enables AI agents to search and retrieve cited evidence packs for renewable energy assets, analyze locations, and access regional energy context, all from a local DuckDB snapshot of Aragon renewable infrastructure data.

  • France Business Intelligence

    fzthiait-ai
    F
    license
    -
    quality
    C
    maintenance
    Enables AI agents to search and retrieve detailed profiles of 25 million French companies from the official government registry, including directors, activity codes, and establishment data, without requiring an API key.