Open-Source MCP servers

Model Context Protocol (MCP) is an open protocol that enables AI models to interact with local and remote resources through standardized server implementations.

This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

The MCP servers in this list are synced with awesome-mcp-servers.

What is MCP? (non-technical explanation)

Anthropic released a protocol called MCP. It standardizes how developers can build extensions for AI to interact with, e.g. how can someone write a 'plugin' that enables Claude to talk with your Notion documents.

We are still relatively early in the adoption of MCP (e.g., only Claude's desktop client currently has full support for these servers). However, in the long term, we expect MCPs to function as a sort of repository of extensions for your AI agent. As of now, this is primarily targeted toward engineers and open-source enthusiasts.

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163 servers. Last updated 2024-12-19 03:50
  • Browser Automation10
  • Cloud Platforms10
  • Communication8
  • Customer Data Platforms4
  • Databases21
  • Developer Tools29
  • File Systems5
  • Knowledge & Memory8
  • Location Services2
  • Monitoring4
  • Search24
  • Travel & Transportation2
  • Version Control7
  • Virtualization5
  • Finance3
  • Research & Data12
  • Social Media2
  • OS Automation11
  • Note Taking6
  • Cloud Storage2
  • Calendar Management1
  • E-commerce & Retail1
  • Entertainment & Media4
  • Home Automation & IoT2
  • Customer Support1
  • Speech Processing2
  • Image & Video Processing3
  • Security5
  • Games & Gamification1

Warning

Community servers are untested and should be used at your own risk.

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    This is an MCP server that provides access to the Alpha Vantage API, allowing stock data retrieval to be used as context to LLMs.
    JavaScript
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    An MCP server that provides powerful search capabilities for Jewish texts and literature. This server enables Large Language Models to search and reference Jewish texts through a standardized interface.
    Python
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    A Model Context Protocol (MCP) server that provides file deletion capabilities. This server allows AI assistants to safely delete files when needed, with support for both relative and absolute paths.
    JavaScript
    MIT
    • Apple
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    A Model Context Protocol (MCP) server that enables semantic search and retrieval of documentation using a vector database (Qdrant). This server allows you to add documentation from URLs or local files and then search through them using natural language queries.
    JavaScript
    MIT
    • Apple

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    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
    JavaScript
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    An MCP server that enables communication with users through Telegram. This server provides a tool to ask questions to users and receive their responses via a Telegram bot.
    JavaScript
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    Provides functionality to search [YouTube](https://www.youtube.com/) videos and automatically save the results to [Google Sheets](https://workspace.google.com/products/sheets/).
    JavaScript
    MIT
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    Provides capabilities for searching [Jira](https://www.atlassian.com/software/jira) issues using JQL and retrieving detailed issue information.
    JavaScript
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    A MCP server that can run [Kubernetes](https://kubernetes.io/) commands with a given kubeconfig path and provide interpretation of the commands.
    JavaScript
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    Allows you to explore and manipulate [kintone](https://kintone.cybozu.co.jp/) data using AI tools such as Claude Desktop!
    Go
    MIT
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    Transform your non-existent or unreadable docs into an intelligent, searchable knowledge base that actually answers those 'basic questions' before they're asked.
    JavaScript
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    Enables AI assistants to download images from URLs and perform basic image optimization tasks.
    JavaScript
    MIT
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    Helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
    TypeScript
    MIT
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    A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment. This allows for natural language querying and management of your AWS resources during conversations. Think of better Amazon Q alternative.
    TypeScript
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    Provides seamless access to [Postman](https://www.postman.com/).
    TypeScript
    MIT
    • Apple
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    This server provides: * Fast file search capabilities using Everything SDK * Windows-specific implementation * Complements existing filesystem servers with specialized search functionality
    Python
    MIT
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    This MCP server implements VariousPolicies according to CSA BOD 25-01 requirements for Microsoft 365 cloud services
    JavaScript
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    Smart Device Control 🎮 💡 Lights: Brightness, color, RGB 🌡️ Climate: Temperature, HVAC, humidity 🚪 Covers: Position and tilt 🔌 Switches: On/off 🚨 Sensors: State monitoring Intelligent Organization 🏠 Grouping with context awareness. Robust Architecture 🛠️ Error handling, state validation ...
    TypeScript
    Apache-2.0
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    An MCP (Model Context Protocol) server that provides tools for checking Maven dependency versions. This server enables LLMs to verify Maven dependencies and retrieve their latest versions from Maven Central Repository.
    JavaScript
    MIT
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    Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required. Both STDIO and SSE transport mechanisms are supported via arguments.
    TypeScript
    MIT
    • Apple
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    A Model Context Protocol server that provides tools for analyzing text documents, including counting words and characters. This server helps LLMs perform text analysis tasks by exposing simple document statistics functionality.
    JavaScript
    MIT
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    Model Context Protocol (MCP) server implementation that enables Claude Desktop to interact with Google's Gemini AI models.
    TypeScript
    MIT
    • Apple
    • Linux
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    Provides comprehensive tools for managing GitHub projects, milestones, tasks, and sprints. This server integrates deeply with GitHub Projects V2, offering features like automated kanban workflows, sprint planning, and custom field management.
    TypeScript
    MIT
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    An MCP server implementation for accessing Google Analytics 4 (GA4) data, built using the Model Context Protocol TypeScript SDK.
    TypeScript
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    A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. Perfect for aviation enthusiasts, travel planners, or anyone curious about flights overhead!
    JavaScript
    MIT
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    A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving capabilities to Large Language Models.
    Python
    MIT
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    A Model Context Protocol (MCP) server implementation that provides the LLM an interface for visualizing data using Vega-Lite syntax.
    Python
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    ATLAS (Adaptive Task & Logic Automation System) is a Model Context Protocol server that provides hierarchical task management capabilities to Large Language Models. This tool provides LLMs with the structure and context needed to manage complex tasks and dependencies.
    TypeScript
    Apache-2.0
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    An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.
    JavaScript
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    This server provides a comprehensive integration with Zendesk. Retrieving and managing tickets and comments. Ticket analyzes and response drafting. Access to help center articles as knowledge base.
    Python
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    Enables semantic search and RAG (Retrieval Augmented Generation) over your Apple Notes.
    TypeScript
    • Apple
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    Allows AI models to observe and interact with the Minecraft world through a bot.
    TypeScript
    ISC
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    MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
    JavaScript
    MIT
    • Apple
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    Interact with Twitter search and timeline
    Python
    MIT
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    Update, create, delete content, content-models and assets in your Contentful Space
    TypeScript
    MIT
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    Provides up to date dependency information of Clojure libraries
    JavaScript
    MIT
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    Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
    Apache-2.0
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    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    TypeScript
    MIT
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    An MCP server that provides safe, read-only access to SQLite databases through MCP. This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
    Python
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    An MCP server that provides safe access to your iMessage database through MCP, enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
    Python
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    Pinecone integration with vector search capabilities
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    MIT
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    Suggests the latest stable package versions when writing code.
    TypeScript
    MIT
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    Give Claude access to real-time knowledge and premium content. Get rid of Claude's cutoff data and transform Claude's responses with current events, and trusted, premium sources through Linkup's powerful search capability.
    Python
    MIT
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    Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".
    Python
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    A Model Context Protocol (MCP) server that provides tools to interact with LinkedIn's Feeds and Job API. You can do "search for 3 data engineer jobs in <city>. For each job check if it a good match for me by analyzing it against my resume in file resume.md."
    Python
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    Provides intelligent summarization capabilities through a clean, extensible architecture. Mainly built for solving AI agents issues on big repositories, where large files can eat up the context window.
    TypeScript
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    An MCP server for connecting agentic systems to search systems via searXNG.
    Python
    MIT
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    This server provides cloud browser automation capabilities using Browserbase, Puppeteer, and Stagehand. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a cloud browser environment.
    JavaScript
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    A Model Context Protocol server for document format conversion using pandoc. This server provides tools to transform content between different document formats while preserving formatting and structure.
    Python
    MIT
    • Apple
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    A MCP server for querying the [VirusTotal](https://www.virustotal.com/gui/home/upload) API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
    JavaScript
    MIT
    • Apple
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    A datetime formatting service implemented as an MCP server for the Claude Desktop Application. Supports generation of datetime strings in various formats.
    Python
    MIT
    • Apple
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    This server enables AI models to interact with MySQL databases through a standardized interface.
    JavaScript
    MIT
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    Tools for executing JQL queries. Tools for creating, editing, and deleting Jira tickets. Tools for listing Jira projects and statuses
    JavaScript
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    A minimal server/client application implementation utilizing the Model Context Protocol (MCP) and Azure OpenAI.
    Python
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    A Model Context Protocol server that provides read and write access to Airtable databases. This server enables LLMs to inspect database schemas, then read and write records.
    TypeScript
    MIT
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    Access Home Assistant data and control devices (lights, switches, thermostats, etc).
    TypeScript
    MIT
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    A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
    Python
    • Apple
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    A MCP server enabling LLMs to roll dice
    Python
    MIT
    • Apple
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    A Model Context Protocol (MCP) server for managing Microsoft 365 environments through Claude or other AI assistants. This server provides comprehensive management capabilities for users, groups, teams, SharePoint, and device management in Microsoft 365.
    Python
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    MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
    JavaScript
    MIT
    • Apple
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    Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.
    Python
    MIT
    • Apple
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    Query and interact with kubernetes environments monitored by Metoro. Look at APM, metrics, traces, profiling information with LLMs.
    Go
    MIT
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    A simple MCP server for interacting with OpenAI assistants. This server allows other tools (like Claude Desktop) to create and interact with OpenAI assistants through the Model Context Protocol.
    Python
    MIT
    • Apple
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    An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
    Python
    MIT
    • Apple
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    This server is a server that installs other MCP servers for you. Install it, and you can ask Claude to install MCP servers hosted in npm or PyPi for you. Requires npx and uv to be installed for node and Python servers respectively.
    JavaScript
    MIT
    • Apple
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    Integrate Claude with Any OpenAI SDK Compatible Chat Completion API - OpenAI, Perplexity, Groq, xAI, PyroPrompts and more.
    JavaScript
    MIT
    • Apple
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    Model Context Protocol (MCP) server for Atlassian Cloud products (Confluence and Jira). This integration is designed specifically for Atlassian Cloud instances and does not support Atlassian Server or Data Center deployments.
    Python
    MIT
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    A Model Context Protocol server to connect to the MIRO Whiteboard Application. Allows Board manipulation, sticky creation, bulk operations and more.
    TypeScript
    Apache-2.0
    • Apple
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    Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP protocol via tool or predefined prompts. Vendor API key required
    Python
    MIT
    • Apple
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    MCP Server for the Notion API, enabling Claude to interact with Notion workspaces.
    JavaScript
    MIT
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    Allows the AI to read from your local Apple Notes database (macOS only)
    Python
    MIT
    • Apple
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    Allows the AI to read .ged files and genetic data.
    Python
    MIT
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    A simple Model Context Protocol (MCP) server that integrates with Notion's API to manage my personal todo list through Claude.
    Python
    MIT
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    Uses yt-dlp to download subtitles from YouTube and connects it to claude.ai via Model Context Protocol.
    JavaScript
    MIT
    • Apple
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    This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
    JavaScript
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    MCP server to interact with Obsidian via the Local REST API community plugin.
    Python
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    A Model Context Protocol (MCP) server implementation for interacting with Phabricator API. This server allows LLMs to interact with Phabricator through a standardized interface.
    Python
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    `godoc-mcp` is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.
    Go
    MIT
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    A Model Context Protocol (MCP) server that lets you seamlessly use OpenAI's models right from Claude.
    JavaScript
    MIT
    • Apple
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    A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models.
    JavaScript
    MIT
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    MCP Server for the GitLab API, enabling project management, file operations, and more.
    JavaScript
    MIT
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    MCP Server for the GitHub API, enabling file operations, repository management, search functionality, and more.
    JavaScript
    MIT
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    An MCP server that provides access to NS (Dutch Railways) travel information.
    JavaScript
    MIT
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    An MCP server that provides access to arXiv papers through their API.
    Python
    MIT
    • Apple
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    A Model Context Protocol (MCP) server for web research. Bring real-time info into Claude and easily research any topic.
    JavaScript
    MIT
    • Apple
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    The ArXiv MCP Server bridges the gap between AI models and academic research by providing a sophisticated interface to arXiv's extensive research repository. This server enables AI assistants to perform precise paper searches and access full paper content, enhancing their ability to engage with scientific literature.
    Python
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    A Model Context Protocol (MCP) server that provides search and crawl functionality using Search1API.
    JavaScript
    MIT
    • Apple
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    A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
    JavaScript
    • Apple
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    This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption.
    JavaScript
    MIT
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    This is a TypeScript-based MCP server that allows searching for New York Times articles from the last 30 days based on a keyword.
    JavaScript
    MIT
    • Apple
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    An MCP server implementation that integrates the Brave Search API, providing both web and local search capabilities.
    JavaScript
    MIT
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    MCP Server for Raygun's API V3 endpoints for interacting with your Crash Reporting and Real User Monitoring applications. This server provides comprehensive access to Raygun's API features through the Model Context Protocol.
    TypeScript
    MIT
    • Apple
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    This server provides tools to inspect error reports, stacktraces, and other debugging information from your Sentry account.
    JavaScript
    MIT
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    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    JavaScript
    MIT
    • Apple
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    A basic implementation of persistent memory using a local knowledge graph. This lets Claude remember information about the user across chats.
    JavaScript
    MIT
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    Coinmarket API integration to fetch cryptocurrency listings and quotes
    Python
    MIT
    • Apple
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    This MCP server integrates with Google Drive to allow listing, reading, and searching over files.
    JavaScript
    MIT
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    Node.js server implementing Model Context Protocol (MCP) for filesystem operations.
    JavaScript
    MIT
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    This tool creates a Model Context Protocol (MCP) server that acts as a proxy for any API that has an OpenAPI v3.1 specification. This allows you to use Claude Desktop to easily interact with both local and remote server APIs.
    TypeScript
    MIT
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    A powerful Model Context Protocol (MCP) server for Docker operations, enabling seamless container and compose stack management through Claude AI.
    Python
    MIT
    • Apple
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    This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.
    TypeScript
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    A Model Context Protocol server that provides access to MongoDB databases. This server enables LLMs to inspect collection schemas and execute read-only queries.
    JavaScript
    MIT
    • Apple
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    A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.
    TypeScript
    MIT
    • Apple
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    A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities through MCP tools. It would be interesting to have LLM analyze it. DuckDB is suitable for local analysis.
    Python
    MIT
    • Apple
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    A Model Context Protocol (MCP) server that provides programmatic access to the Supabase Management API. This server allows AI models and other clients to manage Supabase projects and organizations through a standardized interface.
    JavaScript
    MIT
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    A Model Context Protocol (MCP) server implementation that provides database interaction and business intelligence capabilities through SQLite. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos.
    JavaScript
    MIT
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    A Model Context Protocol server that provides read-only access to PostgreSQL databases. This server enables LLMs to inspect database schemas and execute read-only queries.
    JavaScript
    MIT
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    Allows AI assistants to list tables, read data, and execute SQL queries through a controlled interface, making database exploration and analysis safer and more structured.
    Python
    MIT
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    This is a server that lets your LLMs (like Claude) talk directly to your BigQuery data! Think of it as a friendly translator that sits between your AI assistant and your database, making sure they can chat securely and efficiently.
    JavaScript
    MIT
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    A Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.
    Python
    MIT
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    An MCP server to interact with a Tinybird Workspace from any MCP client.
    Python
    Apache-2.0
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    Access to many public datasets right from your LLM application.
    Python
    MIT
    • Apple
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    A Model Context Protocol server enabling Claude to maintain user context through Apache Unomi profile management.
    JavaScript
    Apache-2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    MCP Server for the Slack API, enabling Claude to interact with Slack workspaces.
    JavaScript
    MIT
  • -
    security
    A
    license
    -
    quality
    This project is intended as a both MCP server connecting to Kubernetes and a library to build more servers for any custom resources in Kubernetes.
    Go
    MIT
  • -
    security
    A
    license
    -
    quality
    Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things on your Cloudflare account.
    TypeScript
    MIT
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables retrieval of transcripts from YouTube videos. This server provides direct access to video captions and subtitles through a simple interface.
    JavaScript
    MIT
  • A
    security
    A
    license
    A
    quality
    Implementation of an MCP server for the RAG Web Browser Actor. This Actor serves as a web browser for large language models (LLMs) and RAG pipelines, similar to a web search in ChatGPT.
    JavaScript
    Apache-2.0
    • Apple
  • -
    security
    F
    license
    -
    quality
    This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
    Python
  • A
    security
    A
    license
    A
    quality
    An MCP server that provides access to PubMed articles through the Entrez API.
    Python
    MIT
    • Apple
  • -
    security
    A
    license
    -
    quality
    MCP Server for the Gentoro services, enabling Claude to interact with Gentoro, which allows users to create and integrate tools into a common Bridge, defining all available capabilities.
    TypeScript
    Apache-2.0
  • A
    security
    F
    license
    A
    quality
    A standalone Model Context Protocol server for [Snyk](https://snyk.io/) security scanning functionality.
    JavaScript
  • -
    security
    F
    license
    -
    quality
    Upload, edit, and generate videos from everyone's favorite LLM and [Video Jungle](https://www.video-jungle.com/).
    Python
    • Apple
  • A
    security
    A
    license
    A
    quality
    Integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations.
    JavaScript
    MIT
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with [Neon](https://neon.tech/).
    TypeScript
    MIT
  • JetBrains
    mcp-jetbrains official

    -
    security
    A
    license
    -
    quality
    The server proxies requests from client to JetBrains IDE.
    JavaScript
    Apache-2.0
    • Apple
  • A
    security
    A
    license
    A
    quality
    An improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.
    JavaScript
    MIT
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server implementation for interacting with Salesforce through its REST API.
    TypeScript
  • -
    security
    F
    license
    -
    quality
    A Windows control server built using nut.js and Model Context Protocol (MCP), providing programmatic control over Windows system operations including mouse, keyboard, window management, and screen capture functionality.
    TypeScript
  • -
    security
    A
    license
    -
    quality
    Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
    TypeScript
    MIT
    • Apple
  • -
    security
    A
    license
    -
    quality
    Using MCP to run code via e2b.
    JavaScript
    Apache-2.0
  • A
    security
    A
    license
    A
    quality
    Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
    TypeScript
    MIT
    • Apple
  • A
    security
    A
    license
    A
    quality
    Command line interface with secure execution and customizable security policies
    Python
    MIT
  • A
    security
    A
    license
    A
    quality
    TypeScript implementation of Kubernetes cluster operations for pods, deployments, services.
    JavaScript
    MIT
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides JSON-RPC functionality through OpenRPC.
    JavaScript
    • Apple
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