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"Developing a Framework for Creating Autonomous Agent Solutions for Startup Studios" matching MCP servers:

  • browser-for-ai

    icueth
    A
    license
    -
    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.
    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.
    638
    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

  • graphql-agent-toolkit

    mstuart
    A
    license
    -
    quality
    B
    maintenance
    Enables AI agents to interact with any GraphQL API by introspecting the schema and exposing queries and mutations as MCP tools, with built-in pagination, semantic search, and framework adapters.
    5
    MIT

  • MCP2ANP Bridge Server

    agent-network-protocol
    A
    license
    A
    quality
    D
    maintenance
    Enables MCP clients like Claude Desktop to interact with ANP (Agent Network Protocol) agents through three core tools: authentication setup, document fetching, and OpenRPC method invocation. Converts ANP's crawler-style interaction paradigm into MCP-compatible tools for seamless agent communication.
    3
    7
    MIT

  • MCP RAG Agent Server

    karthikeyanramu
    F
    license
    -
    quality
    D
    maintenance
    This MCP server enables intelligent API testing automation by combining RAG knowledge retrieval with tool execution capabilities. It allows QA engineers to perform natural language-driven API testing with contextual knowledge support.

  • preflight-mcp

    gsmethells
    A
    license
    A
    quality
    -
    maintenance
    TrustPilot for APIs, built for AI agents. Independent reliability ratings for APIs and MCP servers — look up trust scores, compare providers side by side, and leave reviews from real agent traffic.
    3
    1

  • MCProbe

    alitiknazoglu
    A
    license
    A
    quality
    A
    maintenance
    A stdio MCP server that audits other MCP servers over the live protocol. It connects to any MCP target (stdio or HTTP), lints every tool's schema for agent-usability, then actually calls the tools with deliberately broken inputs to see how the server handles them, and returns a 0–100 conformance score with a per-dimension breakdown rendered as Markdown.
    6
    6
    MIT
  • Amazon Business Integrations MCP Server by amazonbusiness

    Amazon Business Integrationsofficial

    amazonbusiness
    A
    license
    A
    quality
    F
    maintenance
    Provides AI-enabled access to Amazon Business API documentation, sample code, and troubleshooting resources. Enables developers to search and retrieve API documentation, generate integration code, and get guided solutions for common errors during the API integration process.
    2
    13
    1
    Apache 2.0

  • CLIranks

    alexanderclapp
    A
    license
    A
    quality
    D
    maintenance
    CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison, and documentation. Agents contribute observations back - crowdsourced API docs by machines, for machines.
    8
    80
    6
    MIT

  • BaaS-MCP

    mbaas-inc
    A
    license
    A
    quality
    D
    maintenance
    Enables interaction with AIApp BaaS authentication system through keyword-based document search and automatic generation of framework-specific client code. Supports React, Next.js, Vue, and Vanilla JS with TypeScript integration and automatic project ID injection.
    3
    54
    MIT