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"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

  • 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

  • MCP RAG Agent Server

    karthikeyanramu
    F
    license
    Not graded
    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.

  • http-mcp

    cUDGk
    A
    license
    A
    quality
    D
    maintenance
    Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, and cURL command generation, while providing security features like SSRF protection and TLS enforcement.
    1
    MIT

  • mockd

    getmockd
    A
    license
    A
    quality
    A
    maintenance
    A high-performance, multi-protocol API mock server with 18 built-in MCP tools for managing HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, and SOAP mocks, chaos engineering, stateful CRUD resources, and request verification.
    18
    142
    Apache 2.0

  • Apifox MCP Server

    Juzisuan965
    A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to fetch and understand API endpoint definitions from Apifox projects in real-time. Supports retrieving complete API specifications including request methods, parameters, headers, and response schemas to improve development efficiency and code generation quality.
    1
    22
    3
    MIT

  • Tern MCP

    Hookflo
    A
    license
    A
    quality
    D
    maintenance
    An MCP server for Tern that enables the generation, verification, and management of webhook handlers across over 16 platforms and various frameworks. It provides tools to create verified endpoints, debug signature failures, and manage failed event replays via dead letter queues.
    5
    23
    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

  • mcp-public-apis

    josephsenior
    A
    license
    A
    quality
    D
    maintenance
    An MCP server that gives AI coding agents real-time access to the public-apis dataset, enabling search, live probing, and code snippet generation for 1,500+ free public APIs.
    7
    34
    5
    MIT

  • rest-api-mcp

    NicolaSpadari
    A
    license
    A
    quality
    D
    maintenance
    A lightweight MCP server that enables LLMs to interact with any REST API via HTTP requests, with smart response truncation, TypeScript type generation, and field extraction.
    5
    17
    MIT

  • Swagger Testcase MCP

    eyaushev
    A
    license
    A
    quality
    F
    maintenance
    MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8 categories (positive, negative, boundary, auth, security, idempotency, pagination, business logic), and exports to Postman, TestRail, Allure, k6, pytest, Gherkin, and CSV. Supports internal corporate APIs with auth headers. Auto-saves export files to your working di
    10
    11
    2
    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

  • Binance MCP Server

    ethancod1ng
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides Claude Code with seamless access to Binance exchange API functionality for market data retrieval, account management, and trading operations.
    10
    84
    32
    MIT

  • Searchspring Integration

    yangjeep
    F
    license
    B
    quality
    D
    maintenance
    Provides implementation guidance, code validation, and troubleshooting tools for Searchspring's e-commerce APIs including search, autocomplete, recommendations, and tracking. Helps developers properly integrate Searchspring functionality with platform-specific code examples and best practices.
    4

  • ACOMO MCP Server

    progress-all
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with ACOMO API through MCP tools and resources. Provides comprehensive API exploration, operation calling, and schema inspection capabilities for ACOMO backend services.
    8
    2
    MIT

  • Google Ads MCP Server

    martechery
    A
    license
    B
    quality
    D
    maintenance
    Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.
    9
    MIT

  • Flux Schnell Server

    m-mcp
    F
    license
    B
    quality
    D
    maintenance
    An MCP image generation server based on the Flux Schnell model that provides API access for generating images from text prompts with customizable dimensions and seeds.
    1
    1