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"A tool or method for searching a codebase and providing relevant context" matching MCP servers:

  • swagger-mcp-tool

    sdlbp
    A
    license
    Not graded
    quality
    D
    maintenance
    A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documentation from local files or remote URLs. It enables users to search for APIs, retrieve detailed endpoint definitions, and fetch schemas to facilitate code generation and API integration.
    113
    3
    MIT

  • Codebase Insights MCP Server

    llanterme
    A
    license
    Not graded
    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

  • context-aware-mcp

    navjeet4real
    A
    license
    Not graded
    quality
    D
    maintenance
    A configurable MCP server that intelligently routes natural language queries to the appropriate microservice endpoint based on user-defined service configurations.
    9
    MIT

  • browser-for-ai

    icueth
    A
    license
    Not graded
    quality
    B
    maintenance
    A CDP-native MCP server that lets AI agents drive a real Chrome browser with deep network/console inspection, robust page interaction, and the ability to reverse-engineer a site's API flow into runnable code with dependency chaining and replay verification.
    1
    MIT

  • Postman Tool Generation MCP

    giovannicocco
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that generates AI agent tools from Postman collections and requests. This server integrates with the Postman API to convert API endpoints into type-safe code that can be used with various AI frameworks.
    1
    13
    MIT

  • Post For Me MCP Server

    DayMoonDevelopment
    A
    license
    Not graded
    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.
    703
    1
    Apache 2.0

  • Universal MCP Tool

    suhuail
    F
    license
    Not graded
    quality
    C
    maintenance
    A versatile tool that converts Web API interfaces into MCP tools for AI assistants, allowing them to access various web services through simple configuration and API key management.
    74

  • EVE ESI Tool

    Berman510
    A
    license
    Not graded
    quality
    D
    maintenance
    An MCP server that integrates EVE Online's ESI API with AI assistants to enable natural language interaction with character data, market information, and assets. It provides 22 tools for managing skills, wallet balances, ship fittings, and more directly through AI-powered clients.
    2
    MIT

  • Schwab Model Context Protocol

    jkoelker
    A
    license
    Not graded
    quality
    B
    maintenance
    A server that implements the Model Context Protocol for Schwab API, allowing access to account information, positions, stock quotes, and order/transaction history designed for integration with Large Language Models.
    58
    MIT

  • SuperiorAPIs MCP Server Tool

    CTeaminfo
    F
    license
    Not graded
    quality
    D
    maintenance
    A Python-based MCP server that dynamically fetches plugin definitions from SuperiorAPIs and auto-generates tool functions based on OpenAPI schemas, enabling seamless integration with API services.

  • ALECS - MCP server for Akamai

    henrikaslund
    -
    license
    B
    quality
    Not graded
    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

  • MCP Server with Authentication

    ahmad-act
    A
    license
    C
    quality
    D
    maintenance
    Implements a secure MCP server with API Key and JWT authentication, providing tools like echo, login, secure_action, and admin_action. Includes MCP Inspector integration for testing and debugging.
    1
    3
    MIT

  • curl-mcp

    calibress
    A
    license
    Not graded
    quality
    C
    maintenance
    Provides a structured HTTP client tool for making web requests with full HTTP method support, detailed response metadata, and error handling. Enables AI assistants to interact with any web API or endpoint through the curl_request tool.
    13
    2
    MIT

  • OpenAPI to Model Context

    gujord
    A
    license
    Not graded
    quality
    D
    maintenance
    A proxy server that bridges AI agents and external APIs by dynamically translating OpenAPI specifications into standardized MCP tools, enabling seamless interaction without custom integration code.
    69
    MIT

  • openapi2mcp

    yulinlina
    A
    license
    Not graded
    quality
    C
    maintenance
    Turns any OpenAPI spec into a Model Context Protocol server, generating tools from paths and schemas with support for auth headers, method allowlists, and base URL overrides.
    MIT