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  • Agentic-Investor

    jon-fox
    A
    license
    A
    quality
    D
    maintenance
    Provides comprehensive financial analysis and real-time market data including stock information, options chains, technical indicators, financial statements, earnings calendars, and market sentiment indicators through integration with yfinance and other financial APIs.
    14
    MIT

  • mon-marche-mcp

    theomartiz
    A
    license
    A
    quality
    C
    maintenance
    Enables an AI assistant to search the mon-marche.fr grocery catalog and build a basket, stopping at the cart without automating payment.
    10
    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

  • TOS MCP Server

    dinghuazhou
    F
    license
    B
    quality
    D
    maintenance
    Enables natural language exploration and management of Volcengine TOS storage, allowing users to list buckets, browse objects, and retrieve file contents. It supports content retrieval for various data types including text, images, and video files.
    3
    1

  • TongXiao Common Search MCP

    aliyun
    A
    license
    B
    quality
    D
    maintenance
    A Model Context Protocol server that provides enhanced real-time search capabilities by integrating with Alibaba Cloud IQS APIs to deliver clean, accurate results from multiple data sources.
    1
    32
    5
    ISC

  • How-To-Cook

    xiaobenyang-com
    A
    license
    B
    quality
    D
    maintenance
    An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.
    5
    1
    Apache 2.0

  • SAP OData to MCP Server

    Raistlin82
    A
    license
    C
    quality
    D
    maintenance
    Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by exposing all OData services as dynamic MCP tools. Enables natural language interactions with ERP data including querying, creating, updating, and deleting entities through SAP BTP integration.
    19
    56
    6
    MIT

  • Tiny Chat

    to-aoki
    A
    license
    D
    quality
    C
    maintenance
    A lightweight RAG system that provides an MCP server for searching and interacting with vector-based knowledge bases. It enables users to perform retrieval-augmented generation and search across Qdrant collections through a standardized interface.
    1
    2
    MIT

  • Docs-to-AI

    dorianmeric
    A
    license
    -
    quality
    C
    maintenance
    Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.
    1
    MIT

  • web-mcp

    Chang-Tong
    A
    license
    -
    quality
    B
    maintenance
    MCP server for multi-engine web search and web page fetching, supporting parallel search, content extraction, and optional LLM-powered search summarization and deep search.
    2
    MIT

  • simple-websearch-mcp

    aws-samples
    A
    license
    -
    quality
    C
    maintenance
    This MCP server enables any MCP client to perform web searches over HTTP using just an endpoint URL and API key, abstracting away AWS SigV4 signing and Bedrock AgentCore protocol translation entirely server-side.
    1
    MIT No Attribution

  • DB MCP (HR CSV to SQLite)

    daviddata-cloud
    A
    license
    -
    quality
    C
    maintenance
    An open-source MCP server that imports HR CSV data into an in-memory SQLite database for structured querying and metadata retrieval. It enables users to perform read-only SQL queries and structured searches on employee data through natural language.
    MIT

  • EdgeLake MCP Server

    tom-viviano
    A
    license
    -
    quality
    D
    maintenance
    Enables AI assistants to query and explore distributed data across EdgeLake nodes through SQL operations, resource discovery, and schema inspection. Supports complex queries with joins, aggregations, and metadata fields across multiple databases and tables.
    Mozilla Public 2.0

  • Iceberg MCP Server

    inirah02
    A
    license
    -
    quality
    B
    maintenance
    Enables natural language querying of Apache Iceberg lakehouse by exposing typed tools for namespace discovery, table metadata inspection, snapshot history, time travel SQL generation, and partition pruning explanation.
    Apache 2.0

  • Git.Top

    haocn-ops
    A
    license
    -
    quality
    A
    maintenance
    Provides MCP tools to search, compare, and get recommendations for open-source projects from a structured knowledge graph of GitHub data.
    MIT

  • Text-to-SQL MCP Server

    tmstack
    F
    license
    -
    quality
    D
    maintenance
    A secure database query service built on FastMCP framework that allows users to query MySQL databases using natural language, with comprehensive permission management and security controls.
    15