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"Indexing a codebase for accessible contextual queries" matching MCP servers:

  • Codebase Insights MCP Server

    llanterme
    A
    license
    -
    quality
    D
    maintenance
    Analyzes API codebases from GitHub and Bitbucket repositories to generate Postman collections, business reports, and detailed code insights. Supports multiple frameworks including FastAPI, Spring Boot, Flask, Express, and OpenAPI/Swagger specifications.
    MIT

  • Post For Me MCP Server

    DayMoonDevelopment
    A
    license
    -
    quality
    A
    maintenance
    Enables AI assistants to interact with the Post For Me API, allowing them to explore endpoints, make test requests, and use documentation to help integrate this SDK into your application.
    1,315
    1
    Apache 2.0

  • ALECS - MCP server for Akamai

    henrikaslund
    -
    license
    B
    quality
    -
    maintenance
    MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS, WAF, and reporting. Built with TypeScript, featuring modular architecture, comprehensive testing, and multi-account support. Make Akamai accessible to AI assistants.
    1
    9
    10

  • Tusk Drift MCP

    Use-Tusk
    A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to search, analyze, and debug application API traffic captured by Tusk Drift, including HTTP requests, database queries, distributed traces, latency metrics, and error rates.
    6
    17
    5
    MIT

  • Treasure Data MCP Server

    knishioka
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for interacting with Treasure Data API, allowing users to retrieve database information and check server status through natural language queries.
    23

  • api-mcp

    Hassan-Jamal
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that automatically discovers API endpoints from any codebase, generates and runs tests, and produces per-role QA audit reports in PDF and XLSX.
    2
    10
    753
    MIT

  • Text-to-GraphQL MCP Server

    Arize-ai
    F
    license
    A
    quality
    D
    maintenance
    Converts natural language queries into valid GraphQL queries and executes them against GraphQL APIs. Includes schema introspection, query validation, execution with authentication, and query history tracking.
    5
    24

  • Swagger MCP

    Vizioz
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that connects to a Swagger specification and helps an AI to build all the required models to generate a MCP server for that service.
    5
    75
    162
    MIT

  • appsmith-mcp

    Davidgraciano
    A
    license
    B
    quality
    C
    maintenance
    MCP server for interacting with a self-hosted Appsmith instance via its REST API, enabling read/update/create of pages, queries, JS objects, widgets, datasources, and applications with lazy session management and destructive-operation gating.
    30
    MIT

  • Gong MCP Server

    kenazk
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that allows Claude to access Gong's API for retrieving call recordings and transcripts through a standardized interface.
    2
    27
    39
    MIT

  • Postman MCP Server

    shannonlal
    A
    license
    B
    quality
    F
    maintenance
    Enables running Postman collections using Newman for conducting API tests and obtaining detailed result analysis via a standardized interface.
    1
    18
    84
    MIT