The Model Context Protocol (MCPs) Is a comprehensive collection of servers and resources designed to showcase the versatility of MCP, enabling Large Language Models (LLMs) to securely and efficiently interact with a wide array of tools and data sources. These servers are built using either the TypeScript MCP SDK or Python MCP SDK. Below is a beautifully reformatted, complete list of all Reference Servers, Official Integrations, Community Servers, Frameworks, and Resources as provided, with their respective names and links, organized alphabetically to align with the repository’s structure and minimize merge conflicts.

Update 28.05.2025

1. brightdata-mcp 🌐🕵️‍♂️

A module that integrates Bright Data proxies into the MCP platform. Perfect for anonymous and scalable web scraping, enabling HTTP requests through rotating proxies for data collection at scale.

2. graphiti 🧠📊

An interactive graph visualization and analysis tool. Designed to explore relationships between data entities, it connects with graph databases and enables intuitive exploration of complex networks.

3. Gitingest-MCP ⛓️📁

A Git integration module for MCP. Automatically ingests GitHub metadata, commit history, contributors, and more — enabling analysis and insights from code repositories within the MCP ecosystem.

4. DesktopCommanderMCP 🖥️⚙️

A desktop interface for managing and executing commands within the MCP platform. Built for user-friendly interaction with complex modules, it's like a control center for local and remote MCP tasks.

5. mcp_code_executor 🧪🛡️

A secure code execution engine for MCP. It runs Python (and possibly other languages) in an isolated environment, enabling dynamic testing, safe evaluation, and real-time code execution.

6. mindsdb 🤖📈

A fork or integration of MindsDB, allowing machine learning models to be used directly via SQL queries. Connects ML with databases, enabling predictions and intelligent automation inside MCP.

🌟 Reference Servers

These servers demonstrate MCP’s capabilities and showcase the use of TypeScript and Python SDKs for diverse applications:

• AWS KB Retrieval: Retrieves data from AWS Knowledge Base using Bedrock Agent Runtime.
• Brave Search: Enables web and local searches via Brave’s Search API.
• EverArt: Supports AI-driven image generation with various models.
• Everything: A reference/test server with prompts, resources, and tools.
• Fetch: Fetches and converts web content for efficient LLM usage.
• Filesystem: Provides secure file operations with configurable access controls.
• Git: Tools for reading, searching, and manipulating Git repositories.
• GitHub: Facilitates repository management, file operations, and GitHub API integration.
• GitLab: Enables project management via the GitLab API.
• Google Drive: Offers file access and search capabilities for Google Drive.
• Google Maps: Provides location services, directions, and place details.
• Memory: A knowledge graph-based persistent memory system.
• PostgreSQL: Supports read-only database access with schema inspection.
• Puppeteer: Enables browser automation and web scraping.
• Redis: Facilitates interaction with Redis key-value stores.
• Sentry: Retrieves and analyzes issues from Sentry.io.
• Sequential Thinking: Supports dynamic, reflective problem-solving through thought sequences.
• Slack: Manages Slack channels and messaging capabilities.
• Sqlite: Enables database interaction and business intelligence capabilities.
• Time: Handles time and timezone conversions.

🤝 Third-Party Servers

🎖️ Official Integrations

These production-ready MCP servers are maintained by companies to integrate their platforms with LLMs:

• 21st.dev Magic: Creates crafted UI components inspired by top 21st.dev design engineers.
• Adfin: Manages payments, invoicing, and accounting reconciliations via the Adfin platform.
• AgentQL: Enables AI agents to extract structured data from unstructured web content using AgentQL.
• AgentRPC: Connects functions across languages and network boundaries with AgentRPC.
• Aiven: Interacts with Aiven projects, including PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.
• Apify: Uses 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, and more.
• APIMatic MCP: Validates OpenAPI specifications using APIMatic’s API.
• Audiense Insights: Provides marketing insights and audience analysis from Audiense reports.
• Axiom: Queries and analyzes Axiom logs, traces, and event data in natural language.
• Bankless Onchain: Queries on-chain data like ERC20 tokens, transaction history, and smart contract states.
• BICScan: Assesses risk scores and asset holdings for EVM blockchain addresses and domain names.
• Box: Interacts with the Box Intelligent Content Management platform via Box AI.
• Browserbase: Automates browser interactions in the cloud for web navigation, data extraction, and form filling.
• Chargebee: Connects AI agents to the Chargebee platform for payment management.
• Chroma: Supports embeddings, vector search, document storage, and full-text search with Chroma’s AI database.
• Chronulus AI: Enables forecasting and prediction with Chronulus AI agents.
• ClickHouse: Queries ClickHouse database servers.
• Cloudflare: Deploys, configures, and queries Cloudflare resources (e.g., Workers, KV, R2, D1).
• Comet Opik: Queries and analyzes Opik logs, traces, and LLM telemetry data.
• Convex: Introspects and queries apps deployed to Convex.
• Dart: Interacts with task, document, and project data in Dart, an AI-native project management tool.
• DevHub: Manages and utilizes website content within the DevHub CMS platform.
• E2B: Runs code in secure sandboxes hosted by E2B.
• EduBase: Interacts with EduBase, an e-learning platform with quizzing and content management.
• eSignatures: Manages contracts and templates for drafting, reviewing, and sending.
• Exa: A search engine designed for AI agents by Exa.
• Fewsats: Enables secure purchases by AI agents using Fewsats.
• Fibery: Performs queries and entity operations in Fibery workspaces.
• Financial Datasets: Provides a stock market API tailored for AI agents.
• Firecrawl: Extracts web data with Firecrawl’s advanced scraping capabilities.
• Fireproof: Offers an immutable ledger database with live synchronization.
• Gitee: Integrates with Gitee for repository, issue, and pull request management.
• gotoHuman: A human-in-the-loop platform for AI agent approval requests via gotoHuman.
• Grafana: Searches dashboards, investigates incidents, and queries data sources in Grafana.
• Graphlit: Ingests data from Slack, Gmail, podcasts, and web crawls into Graphlit projects.
• GreptimeDB: Explores and analyzes data in GreptimeDB securely.
• Hologres: Connects to Hologres for table metadata, queries, and data analysis.
• Hyperbrowser: Empowers AI agents with scalable browser automation via Hyperbrowser.
• IBM wxflows: A tool platform by IBM for building and deploying tools for any data source.
• ForeverVM: Runs Python code in a secure sandbox.
• Inbox Zero: An AI personal assistant for email management via Inbox Zero.
• Inkeep: Enables RAG search over content with Inkeep.
• Integration App: Interacts with SaaS applications on behalf of users.
• JetBrains: Works with code in JetBrains IDEs.
• Kagi Search: Searches the web using Kagi’s API.
• Keboola: Builds data workflows, integrations, and analytics on Keboola’s platform.
• Logfire: Provides access to OpenTelemetry traces and metrics via Logfire.
• Langfuse Prompt Management: Supports collaborative prompt editing, versioning, and evaluation.
• Lingo.dev: Enables AI agents to support multiple languages via Lingo.dev’s Localization Engine.
• Mailgun: Interacts with the Mailgun API for email services.
• Make: Turns Make scenarios into callable tools for AI assistants.
• Meilisearch: Supports full-text and semantic search with Meilisearch.
• Metoro: Queries and interacts with Kubernetes environments monitored by Metoro.
• Milvus: Searches and queries data in Milvus Vector Database.
• MotherDuck: Queries and analyzes data with MotherDuck and local DuckDB.
• Needle: Provides production-ready RAG for document search and retrieval.
• Neo4j: Interacts with Neo4j graph databases for schema and read/write operations.
• Neon: Interacts with Neon’s serverless Postgres platform.
• OceanBase: Supports OceanBase database interactions and tools.
• Octagon: Delivers real-time investment research with private and public market data.
• Oxylabs: Scrapes websites with dynamic rendering and structured data extraction.
• Perplexity: Connects to Perplexity’s Sonar API for real-time web research.
• Qdrant: Implements a semantic memory layer with Qdrant’s vector search engine.
• Ramp: Analyzes spend data via Ramp’s Developer API.
• Raygun: Interacts with crash reporting and monitoring data on Raygun.
• Rember: Creates spaced repetition flashcards in Rember for learning retention.
• Riza: Supports arbitrary code execution and tool use for LLMs via Riza.
• Search1API: Provides a unified API for search, crawling, and sitemaps.
• ScreenshotOne: Renders website screenshots with ScreenshotOne.
• Semgrep: Enables AI agents to secure code with Semgrep.
• SingleStore: Interacts with the SingleStore database platform.
• StarRocks: Interacts with StarRocks databases.
• Stripe: Integrates with Stripe API for payment processing.
• Tavily: A search engine for AI agents with extraction capabilities via Tavily.
• Thirdweb: Supports read/write operations on over 2,000 blockchains for data querying and transactions.
• Tinybird: Interacts with Tinybird’s serverless ClickHouse platform.
• UnifAI: Dynamically searches and calls tools via the UnifAI Network.
• Unstructured: Manages unstructured data processing workflows on the Unstructured Platform.
• Vectorize: Supports advanced retrieval, deep research, and file extraction with Vectorize.
• Verodat: Interacts with Verodat’s AI-ready data platform.
• VeyraX: Controls over 100 API integrations and UI components via a single tool.
• Xero: Manages accounting data with Xero’s official MCP server.
• Zapier: Connects AI agents to 8,000+ apps instantly.
• ZenML: Interacts with MLOps and LLMOps pipelines via ZenML.

🌎 Community Servers

These community-developed servers are untested and should be used cautiously, as they are not endorsed by Anthropic:

• Ableton Live: Controls Ableton Live for music production.
• Airbnb: Searches Airbnb listings and retrieves details.
• Algorand: Supports 40+ tooling interactions and 60+ resources for the Algorand blockchain.
• Airflow: Connects to Apache Airflow using the official Python client.
• Airtable: Provides read/write access to Airtable databases with schema inspection.
• Airtable: An alternative Airtable MCP server implementation.
• AlphaVantage: Accesses stock market data via AlphaVantage API.
• Anki: Interacts with Anki decks and cards.
• Any Chat Completions: Connects to OpenAI SDK-compatible APIs (e.g., OpenAI, Perplexity, Groq, xAI).
• Apple Calendar: Manages MacOS Calendar with natural language for event creation and scheduling.
• ArangoDB: Provides database interaction capabilities via ArangoDB.
• Arduino: Enables AI-powered robotics with Claude AI and Arduino (ESP32).
• Atlassian: Interacts with Atlassian Cloud products (Confluence, Jira) for content and issue management.
• AWS: Performs operations on AWS resources using LLMs.
• AWS Athena: Runs SQL queries on AWS Athena’s Glue Catalog.
• AWS Cost Explorer: Optimizes AWS spend, including Amazon Bedrock, across regions and services.
• AWS Resources Operations: Securely queries or modifies AWS resources using boto3.
• AWS S3: Fetches objects (e.g., PDFs) from AWS S3.
• Azure ADX: Queries and analyzes Azure Data Explorer databases.
• Azure DevOps: Manages work items in Azure DevOps services.
• Baidu AI Search: Performs web searches using Baidu Cloud’s AI Search.
• Base Free USDC Transfer: Sends USDC on Base for free using Claude AI and Coinbase CDP.
• Basic Memory: Builds a semantic graph from Markdown files for persistent LLM memory.
• BigQuery: Enables schema inspection and query execution on Google BigQuery (by LucasHild).
• BigQuery: Provides direct BigQuery database access and querying (by ergut).
• Bing Web Search API: Integrates with Microsoft Bing Web Search API (by hanchunglee).
• Bitable MCP: Accesses Lark Bitable tables with predefined tools (by lloydzhou).
• Blender: Enables 3D scene creation and modeling in Blender (by ahujasid).
• browser-use: Supports browser automation with Dockerized Playwright, Chromium, and VNC (by co-browser).
• Bsc-mcp: Bridges AI and BNB Chain for on-chain operations like transfers and swaps.
• Calculator: Enables precise numerical calculations for LLMs.
• CFBD API: Integrates with the College Football Data API.
• ChatMCP: A cross-platform GUI app for interacting with MCP servers across LLMs (by AIQL).
• ChatSum: Queries and summarizes chat messages with LLMs (by mcpso).
• Chroma: Supports semantic document search and metadata filtering with Chroma.
• ClaudePost: Manages Gmail emails with search, read, and send capabilities.
• Cloudinary: Uploads media to Cloudinary and retrieves links and details.
• code-assistant: Explores and modifies codebases (use with trusted repos due to prompt injection risks).
• code-executor: Executes Python code in a specified Conda environment.
• code-sandbox-mcp: Creates secure code execution sandboxes in Docker containers.
• cognee-mcp: A GraphRAG memory server with customizable data ingestion and search.
• coin_api_mcp: Accesses cryptocurrency data from CoinMarketCap.
• Contentful-mcp: Manages content in Contentful spaces (read, update, delete, publish).
• crypto-feargreed-mcp: Provides real-time and historical Crypto Fear & Greed Index data.
• cryptopanic-mcp-server: Delivers cryptocurrency news via CryptoPanic.
• Dappier: Connects LLMs to real-time, rights-cleared data from trusted sources.
• Databricks: Runs SQL queries and manages job executions in Databricks.
• Data Exploration: Explores CSV datasets autonomously (caution: executes arbitrary Python code).
• Dataset Viewer: Browses and analyzes Hugging Face datasets with search and export features.
• DBHub: A universal database server for MySQL, PostgreSQL, SQLite, DuckDB, and more.
• DeepSeek MCP Server: Integrates DeepSeek’s language models and additional API endpoints.
• Deepseek_R1: Connects Claude Desktop with DeepSeek’s R1/V3 models.
• deepseek-thinker-mcp: Provides access to DeepSeek’s reasoning processes via API or local Ollama.
• Descope: Integrates with Descope for audit log searches and user management.
• DevRev: Searches DevRev Knowledge Graphs with data from various sources.
• Dicom: Queries and retrieves medical images and parses DICOM documents.
• Dify: A simple MCP server for Dify workflows.
• Discord: Connects to Discord guilds for reading and writing messages.
• Discord: Provides comprehensive Discord integration via a bot.
• Discourse: Searches posts on Discourse forums.
• Docker: Manages Docker containers, images, volumes, and networks.
• Drupal: Interacts with Drupal using the STDIO transport layer.
• dune-analytics-mcp: Bridges Dune Analytics data to AI agents.
• Elasticsearch: Provides Elasticsearch interaction capabilities.
• ElevenLabs: Generates voiceovers with ElevenLabs text-to-speech API.
• Ergo Blockchain MCP: Integrates with Ergo Blockchain for balance checks and transaction analysis.
• Eunomia: Extends the Eunomia framework for MCP server integration.
• EVM MCP Server: Supports 30+ EVM networks for blockchain operations.
• Everything Search: Enables fast file searching across Windows, macOS, and Linux.
• Excel: Manipulates Excel data, worksheets, charts, and pivot tables.
• Fantasy PL: Provides access to Fantasy Premier League data.
• fastn.ai – Unified API MCP Server: A dynamic server with a unified API for 1,000+ tools and workflows.
• Fetch: Flexibly fetches HTML, JSON, Markdown, or plaintext.
• Fingertip: Searches and creates sites on Fingertip.com.
• Figma: Accesses Figma file data for design implementation.
• Firebase: Interacts with Firebase Authentication, Firestore, and Storage.
• FireCrawl: Supports advanced web scraping with JavaScript rendering and PDF support.
• FlightRadar24: Tracks flights in real-time using Flightradar24 data.
• Ghost: Interacts with Ghost CMS via LLM interfaces.
• Github Actions: Manages GitHub Actions workflows.
• Glean: Uses Glean API for search and chat functionalities.
• Gmail: Integrates Gmail with auto-authentication for Claude Desktop.
• Gmail Headless: A remote Gmail server for message management without local credentials.
• Goal Story: A goal tracking and visualization tool.
• GOAT: Executes 200+ on-chain actions on blockchains like Ethereum and Solana.
• Godot: Integrates with Godot engine for project editing and debugging.
• Golang Filesystem Server: Provides secure file operations with Go.
• Goodnews: Delivers curated positive news stories.
• Google Calendar: Manages Google Calendar schedules and events.
• Google Calendar: An alternative Google Calendar server with event search by attributes.
• Google Custom Search: Provides Google Search results via the Custom Search API.
• Google Tasks: Interacts with Google Tasks API.
• GraphQL Schema: Explores large GraphQL schemas without context bloat.
• HDW LinkedIn: Manages LinkedIn profile data via HorizonDataWave.ai.
• Heurist Mesh Agent: Accesses web3 AI agents for blockchain analysis via Heurist Mesh.
• Holaspirit: Interacts with Holaspirit for organizational management.
• Home Assistant: Controls Home Assistant entities (lights, switches, sensors).
• Home Assistant: A Docker-ready Home Assistant server with automation support.
• HubSpot: Manages HubSpot CRM contacts and companies.
• HuggingFace Spaces: Uses HuggingFace Spaces for image, audio, and text models.
• Hyperliquid: Integrates with Hyperliquid SDK for exchange data.
• iFlytek Workflow: Runs custom agents with iFlytek Workflow.
• Image Generation: Generates images using the Replicate Flux model.
• InfluxDB: Runs queries against InfluxDB OSS API v2.
• Inoyu: Manages customer profiles in Apache Unomi CDP.
• Intercom: Retrieves and analyzes Intercom customer support tickets.
• iTerm MCP: Executes terminal commands in iTerm2 for macOS.
• JavaFX: Creates drawings using a JavaFX canvas.
• JDBC: Connects to JDBC-compatible databases (MySQL, PostgreSQL, Oracle, etc.).
• JSON: Processes JSON with advanced query capabilities using JSONPath.
• KiCad MCP: Supports KiCad for electronic design on Mac, Windows, and Linux.
• Keycloak MCP: Manages Keycloak users and realms with natural language.
• Kibela: Interacts with Kibela API (by kiwamizamurai).
• kintone: Manages records and apps in kintone.
• Kong Konnect: Analyzes Kong Gateway configurations, traffic, and analytics.
• Kubernetes: Manages Kubernetes clusters, pods, and services.
• Kubernetes and OpenShift: A powerful server for Kubernetes and OpenShift with specialized tools.
• Langflow-DOC-QA-SERVER: Enables document Q&A with a Langflow backend.
• Lightdash: Interacts with Lightdash, a BI tool.
• Linear: Manages Linear projects and issues.
• Linear (Go): An alternative Linear server using a Go-based static binary.
• LINE: Integrates with LINE Bot for conversation analysis (by amornpan).
• LlamaCloud: Integrates data from LlamaCloud’s managed index (by marcusschiesser).
• llm-context: Packs repositories with configurable file inclusion/exclusion patterns.
• mac-messages-mcp: Interfaces with iMessage databases for conversation analysis.
• MariaDB: Integrates with MariaDB with configurable access controls.
• Maton: Connects to SaaS tools like HubSpot and Salesforce.
• MCP Compass: Suggests appropriate MCP servers for specific needs.
• MCP Create: Dynamically manages and runs MCP servers.
• MCP Installer: Installs other MCP servers automatically.
• mcp-k8s-go: A Go-based Kubernetes server for browsing pods, logs, and events.
• mcp-local-rag: A local RAG-like web search server using Google’s MediaPipe and DuckDuckGo.
• mcp-proxy: Connects to SSE-based MCP servers or exposes stdio servers.
• mem0-mcp: Manages coding preferences with Mem0.
• MSSQL: Integrates MSSQL with configurable access controls.
• MSSQL: MSSQL server in Python (by jexin).
• MSSQL-Python: A read-only MSSQL server with enhanced security (by amornpan).
• MSSQL-MCP: Adapts SQLite MCP for MSSQL (by daobataotie).
• Markdownify: Converts various formats (PPTX, HTML, PDF, YouTube transcripts) to Markdown.
• Mindmap: Generates mindmaps from Markdown code (by YuChenSSR).
• Minima: Supports RAG on local files.
• Mobile MCP: Enables mobile (iOS/Android) automation and app scraping (by Mobile Next).
• MongoDB: A Model Context Protocol server for MongoDB.
• MongoDB Lens: A full-featured MongoDB server.
• Monday.com: Interacts with Monday.com boards and items.
• Multicluster-MCP-Sever: Manages multiple Kubernetes clusters for GenAI systems.
• MySQL: MySQL integration in NodeJS with access controls (by benborla).
• MySQL: MySQL integration in Python with access controls (by DesignComputer).
• n8n: Manages n8n workflows and executions.
• NASA: Accesses NASA data sources like APOD, NEO, and EPIC (by ProgramComputer).
• National Parks: Provides information on U.S. National Parks (details, alerts, trails).
• NAVER: Interacts with Naver services like blogs and news (by pfldy2850).
• NS Travel Information: Accesses Dutch Railways (NS) real-time train information.
• Neo4j: Interacts with Neo4j Graph Database.
• Neovim: Integrates with Neovim sessions.
• Notion: Interacts with Notion API (by suekou).
• Notion: Manages Notion pages via Claude chat (by v-3).
• ntfy-mcp: Sends notifications to phones using ntfy (by teddyzxcv).
• oatpp-mcp: C++ MCP integration for Oat++ to build servers.
• Obsidian Markdown Notes: Reads and searches Obsidian vaults or Markdown directories.
• obsidian-mcp: Manages Obsidian.md notes with search and organization tools (by Steven Stavrakis).
• OceanBase: Enables secure interaction with OceanBase databases (by yuanoOo).
• Okta: Interacts with Okta API for user management.
• OneNote: Manages Microsoft OneNote notebooks and pages (by Rajesh Vijay).
• OpenAI WebSearch MCP: Provides OpenAI’s web_search tool in Python.
• OpenAPI: Interacts with OpenAPI APIs.
• OpenAPI AnyApi: Handles large OpenAPI docs with semantic endpoint search.
• OpenAPI Schema: Explores large OpenAPI schemas efficiently.
• OpenCTI: Retrieves threat intelligence data from OpenCTI.
• OpenDota: Retrieves Dota 2 match data and player statistics.
• OpenRPC: Interacts with JSON-RPC APIs via OpenRPC.
• Open Strategy Partners Marketing Tools: Provides content editing and marketing tools.
• Pandoc: Converts documents (Markdown, HTML, PDF, DOCX, CSV) using Pandoc.
• PIF: A Personal Intelligence Framework for file operations and reasoning.
• Pinecone: Searches and uploads records to Pinecone with RAG features.
• Placid.app: Generates image and video creatives using Placid.app templates.
• Playwright: Runs browser automation and web scraping with Playwright.
• Postman: Runs Postman Collections locally via Newman.
• Productboard: Integrates Productboard API into agentic workflows.
• Prometheus: Queries and analyzes Prometheus monitoring data.
• Pulumi: Interacts with Pulumi API for stack creation and listing.
• Pushover: Sends instant notifications via Pushover.net.
• QGIS: Connects QGIS to Claude AI for geospatial project management.
• QuickChart: Generates charts using QuickChart.io.
• Qwen_Max: Integrates Qwen models with MCP.
• RabbitMQ: Publishes and consumes messages with RabbitMQ.
• RAG Web Browser: Performs web searches and scrapes URLs with Apify’s RAG Web Browser.
• Reaper: Interacts with Reaper (Digital Audio Workstation) projects.
• Redis: Supports Redis database operations and caching.
• Redis: An alternative Redis server for caching and key-value storage.
• Rememberizer AI: Enhances knowledge retrieval with Rememberizer data sources.
• Replicate: Manages machine learning models on Replicate.
• Rquest: Provides browser-like HTTP requests with accurate TLS fingerprints.
• Rijksmuseum: Interfaces with Rijksmuseum API for artwork searches and details.
• Salesforce MCP: Interacts with Salesforce data and metadata.
• Scholarly: Searches scholarly and academic articles.
• scrapling-fetch: Fetches content from bot-protected websites using Scrapling.
• SearXNG: Integrates with SearXNG for privacy-focused search.
• ServiceNow: Interacts with ServiceNow instances.
• Shopify: Manages Shopify orders, products, and customers.
• Siri Shortcuts: Exposes Siri Shortcuts as MCP tools on macOS.
• Snowflake: Enables secure data operations in Snowflake databases.
• Solana Agent Kit: Supports 40+ Solana blockchain actions via SendAI.
• Spotify: Controls Spotify playback and interactions.
• Starwind UI: Leverages Starwind UI’s open-source Astro components.
• Stripe: Handles payments, customers, and refunds via Stripe.
• TMDB: Integrates with The Movie Database API for movie data.
• Tavily search: Supports Tavily’s search and news API with site inclusions/exclusions.
• Telegram: Provides paginated chat reading and messaging for Telegram.
• Terminal-Control: Enables secure terminal command execution and file system operations.
• TFT-Match-Analyzer: Fetches Teamfight Tactics match history and details.
• Ticketmaster: Searches events and venues via Ticketmaster Discovery API.
• Todoist: Manages tasks in Todoist.
• Typesense: Provides access to Typesense search capabilities.
• Travel Planner: Manages travel itineraries with Google Maps API integration.
• Unity Catalog: Interacts with Unity Catalog AI for function CRUD operations.
• Unity3d Game Engine: Accesses Unity3d Editor tools like logs and functions.
• Unity Integration (Advanced): Executes code and manages assets in Unity3d.
• Vega-Lite: Generates visualizations using Vega-Lite format.
• Video Editor: Edits and searches videos with Video Jungle.
• Virtual location (Google Street View, etc.): Simulates virtual locations with Google Maps and other APIs.
• VolcEngine TOS: Fetches objects from VolcEngine TOS.
• Wanaku MCP Router: An SSE-based router for enterprise system integration.
• Webflow: Interacts with Webflow APIs.
• whale-tracker-mcp: Tracks cryptocurrency whale transactions.
• Whois MCP: Performs WHOIS lookups for domains, IPs, ASNs, and TLDs.
• Wikidata MCP: Interacts with Wikidata for identifier searches and SPARQL queries.
• WildFly MCP: Interacts with WildFly servers for metrics and logs.
• Windows CLI: Enables secure command-line interactions on Windows.
• World Bank data API: Fetches data indicators from the World Bank API.
• X (Twitter): Manages tweets and searches via Twitter API (by EnesCinr).
• X (Twitter): Creates and manages X/Twitter posts via Claude chat (by vidhupv).
• xcodebuild: Builds iOS Xcode projects and reports errors to LLMs.
• Xero-mcp-server: Streamlines accounting and invoicing with Xero.
• XiYan: Fetches database data using natural language queries with XiyanSQL.
• XMind: Reads and searches XMind files.
• YouTube: Manages YouTube videos, Shorts, and analytics.

📚 Frameworks

These frameworks simplify the development of MCP servers and clients:

For Servers

• EasyMCP: A TypeScript framework for streamlined MCP server creation.
• FastAPI to MCP auto generator: Automatically exposes FastAPI endpoints as MCP tools (by Tadata).
• FastMCP: A TypeScript framework for rapid MCP server development.
• Foxy Contexts: A Golang library for building MCP servers (by strowk).
• Higress MCP Server Hosting: Hosts MCP servers using WASM plugins on an API Gateway.
• MCP-Framework: A TypeScript framework with a CLI for quick server creation (by Alex Andru).
• Quarkus MCP Server SDK: A Java-based SDK for MCP server development.
• Template MCP Server: A CLI tool for creating extensible TypeScript MCP servers.

For Clients

• codemirror-mcp: A CodeMirror extension for MCP resource mentions and prompt commands.

📚 Resources

These resources support the MCP ecosystem with communities, registries, and tools:

• AiMCP: A collection of MCP clients and servers (by Hekmon).
• Awesome Crypto MCP Servers by badkk: A curated list of crypto-focused MCP servers (by Luke Fan).
• Awesome MCP Servers by appcypher: A curated list of MCP servers (by Stephen Akinyemi).
• Awesome MCP Servers by punkpeye: A curated list with a website (glama.ai/mcp/servers) (by Frank Fiegel).
• Awesome MCP Servers by wong2: A curated list with a website (mcpservers.org) (by wong2).
• Discord Server: A community Discord dedicated to MCP (by Frank Fiegel).
• Discord Server (ModelContextProtocol): A collaborative Discord for MCP developers (by Alex Andru).
• MCP Badges: Eye-catching badges for MCP projects (by Ironben).
• MCP Servers Hub: A curated list with a website (mcp-servers-hub-website.pages.dev) (by apappascs).
• MCP X Community: An X community for MCP (by Xiaoyi).
• mcp-cli: A CLI inspector for MCP (by wong2).
• mcp-get: A command-line tool for installing and managing MCP servers (by Michael Latman).
• mcp-guardian: A GUI and tools for proxying and managing MCP servers (by EQTY Lab).
• mcp-manager: A web UI for installing and managing MCP servers for Claude Desktop (by Zue).
• MCPHub: A MacOS/Windows GUI app for discovering and managing MCP servers (by Jeamee).
• mcp.run: A hosted registry and control plane for secure MCP server management.
• mcp-dockmaster: An open-source UI for managing MCP servers on Windows, Linux, and MacOS.
• mkinf: An open-source registry of hosted MCP servers (by mkinf).
• Open-Sourced MCP Servers Directory: A curated list of MCP servers (by mcpso).
• OpenTools: An open registry for finding and building with MCP servers (by opentoolsteam).
• PulseMCP: A community hub and newsletter for MCP updates (API) (by Tadas Antanavicius, Mike Coughlin, Ravina Patel).
• r/mcp: A Reddit community for MCP (by Frank Fiegel).
• r/modelcontextprotocol: A Reddit page for MCP discussions and projects (by Alex Andru).
• Smithery: A registry for finding MCP tools for LLM agents (by Henry Mao).
• Toolbase: A desktop app for managing MCP servers without coding (by gching).

Notes

• All lists are maintained in alphabetical order to minimize merge conflicts, as per the repository’s guidelines.
• Community servers are untested and not affiliated with Anthropic; use them at your own risk.
• MCP enables secure, extensible interactions between LLMs and diverse tools, from databases and cloud services to creative platforms and blockchain networks.