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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

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9,443 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Real Estate MCP Server

    agentic-ops
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    A comprehensive Model Context Protocol server for real estate data management that provides tools and resources for property listings, agent management, market analysis, client relationships, and area intelligence.
    Last updated -
    10

  • Real Estate MCP Server

    klappe-pm
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    Enables real estate property searches with location and criteria filtering, plus comprehensive mortgage calculations including monthly payments and affordability analysis. Currently uses mock data for property searches but provides full mortgage calculation functionality.
    Last updated -
    MIT License
    • Apple

  • Real Estate Data MCP Server by BatchData

    zellerhaus
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    A Model Context Protocol server that provides access to property data, address verification, skip tracing, geocoding, and advanced property search capabilities through BatchData.io's APIs.
    Last updated -
    20
    TypeScript
    MIT License
    • Apple
    • Linux

  • MCP Vector Sync

    qtoexdj
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    A multi-tenant service that automatically monitors Supabase database changes, generates OpenAI embeddings, and maintains synchronized vector search capabilities for each tenant's projects.
    Last updated -

  • MCP Databases Server

    fean-developer
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    Enables LLMs and agents to interact with relational databases (SQL Server, MySQL, PostgreSQL) through MCP tools. Supports executing queries, inserting records, listing tables, and exposing database schemas with secure credential management.
    Last updated -
    • Linux

  • Real Estate Investment MCP Server

    ericnsibley
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    An MCP server that connects to a SQLite database of Zillow real estate data, enabling users to explore property values, rent indexes, and forecasts through a chat interface to make informed investment decisions.
    Last updated -
    1

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  • Processing MCP Server

    twelve2five
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    security
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    An MCP server that enables AI assistants to create and run Processing sketches directly through natural language commands.
    Last updated -
    3
    MIT License
    • Apple
    • Linux

  • RealVest Real Estate MCP Server

    sigaihealth
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    The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization
    Last updated -
    5
    2
    MIT License
    • Apple

  • Puppeteer Real Browser MCP Server

    withLinda
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    A Model Context Protocol server that enables AI assistants to control a real web browser with stealth capabilities, avoiding bot detection while performing tasks like clicking, filling forms, taking screenshots, and extracting data.
    Last updated -
    51
    10
    • Apple
    • Linux

  • Real-Time Bidding MCP Server

    ag2-mcp-servers
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    An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google's Real-Time Bidding API, enabling programmatic interactions with RTB functionalities through natural language.
    Last updated -

  • Airbnb Search & Listings

    ampcome-mcps
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    Enables users to search Airbnb listings with advanced filtering options and retrieve detailed property information through an MCP server interface.
    Last updated -
    2
    1,614
    MIT License
    • Apple
    • Linux

  • Divide and Conquer MCP Server

    landicefu
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    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    49
    6
    MIT License
    • Apple
    • Linux

  • Account and Transaction MCP Server

    ag2-mcp-servers
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    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -

  • GCP Billing and Monitoring MCP Server

    RadiumGu
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    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    Apache 2.0

  • Email Processing MCP Server

    Cam10001110101
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    Processes emails from Outlook with date filtering, storing them in SQLite databases while generating vector embeddings for semantic search capabilities in MongoDB.
    Last updated -
    11
    • Apple
    • Linux

  • Awels PDF Processing Server

    awels-io
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    security
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    Enables conversion of PDF files to Markdown format with optional image extraction using docling. Supports batch processing of multiple PDFs with structured output including metadata and processing statistics.
    Last updated -
    MIT License

  • Local Vector Store MCP Server

    Paddione
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    security
    F
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    quality
    Enables document search and retrieval using TF-IDF vector similarity across HTML and PDF files. Provides ingest, query, and vector store management capabilities through both HTTP API and MCP stdio interfaces.
    Last updated -

  • Image Processing MCP Server

    duke0317
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    A comprehensive Model Context Protocol (MCP) server that provides 39 professional image processing tools including basic operations, geometric transformations, color adjustments, filter effects, and advanced batch processing capabilities.
    Last updated -
    39
    1
    • Apple
    • Linux

  • MCP Toolbox for Databases

    googleapis
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    Open source MCP server specializing in easy, fast, and secure tools for Databases.
    Last updated -
    10,425
    Apache 2.0
    • Linux

  • MCP Media Processing Server

    maoxiaoke
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    A Node.js server that provides advanced video and image processing capabilities through the Model Context Protocol, enabling operations like conversion, compression, editing, and effects application.
    Last updated -
    10
    3
    24
    • Apple
    • Linux

  • Baidu Vector Database MCP Serverofficial

    baidu
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    A server that provides access to Baidu Cloud Vector Database functionality through the Model Context Protocol, enabling LLM applications to perform vector searches and database operations via natural language.
    Last updated -
    14
    3
    Apache 2.0
    • Apple

  • Simple Files Vector Store Server

    lishenxydlgzs
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    A very simple vector store that provides capability to watch a list of directories, and automatically index all the markdown, html and text files in the directory to a vector store to enhance context.
    Last updated -
    10
    31
    MIT License

  • TxtAi Memory Vector Server

    rmtech1
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    security
    F
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    Model Context Protocol (MCP) server implementation for semantic search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memories with semantic search capabilities. You can use Claude and Cline AI Also
    Last updated -
    10
    • Apple

  • Simple Document Processing MCP Server

    cablate
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    security
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    license
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    quality
    Provides comprehensive document processing, including reading, converting, and manipulating various document formats with advanced text and HTML processing capabilities.
    Last updated -
    16
    16
    15
    MIT License

  • Flexible Key-Value Extracting MCP Server

    KunihiroS
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    Extracts structured key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides output in multiple formats (JSON, YAML, TOML) with type safety.
    Last updated -
    1
    GPL 3.0

  • Stem MCP Server

    tolutronics
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    Enables AI-powered audio processing including stem separation, vocal extraction, loop creation, and musical analysis using state-of-the-art Demucs models. Designed for music producers and audio engineers working with Logic Pro and other DAWs.
    Last updated -
    1
    • Apple
    • Linux

  • Bitrefill Search and Shopofficial

    bitrefill
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    This MCP wraps Bitrefill public API to allow agents to search for products and shop using cryptocurrencies like Bitcoin, Ethereum, Solana, and many more.
    Last updated -
    4
    27
    5
    MIT License
    • Apple

  • Multi-Channel Processing (MCP) Server

    ThuRealPapi27
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    A serverless AI-powered system built with Cloudflare Workers that handles multiple communication channels efficiently while integrating OpenAI Agents SDK for AI capabilities.
    Last updated -
    1
    MIT License

  • OpenAI and Claude MCP

    Spysailor
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    security
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    quality
    A simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.
    Last updated -
    5

  • MCP Command and Search Server

    mjunaid46
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    security
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    Facilitates executing system commands and retrieving web data using the Brave Search API by interpreting user intents via a Large Language Model (LLM).
    Last updated -
    1

  • MCP Server with SSE and Bearer Authentication

    Personalcreativelda
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    A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.
    Last updated -
    MIT License