awesome-mcp-servers

A curated list of excellent Model Context Protocol (MCP) servers.

Reference Servers

These servers aim to demonstrate MCP features and the TypeScript MCP SDK and Python MCP SDK.

• Everything - A reference and test server combining prompts, tools, and resources in one place.
• Fetch - MCP server for retrieving and converting web content for efficient use by LLMs.
• Filesystem - A secure file operations server with customizable access controls via MCP.
• Git - MCP server for reading, searching, and manipulating Git repositories via MCP.
• GitHub - GitHub's official MCP server connects AI tools directly to GitHub's platform.
• Memory - A persistent memory system built on a knowledge graph.
• Sequential Thinking - MCP server that supports dynamic, reflective problem-solving through structured thought sequences.
• Time - A utility for time and timezone conversion using MCP.

Production-Ready Servers

Production-ready MCP implementations maintained by platform providers.

• 21st.dev Magic - MCP server for generating crafted UI components inspired by top 21st.dev design engineers.
• Actors MCP Server - A platform leveraging 3,000+ pre-built cloud tools to extract data from websites, social media, e-commerce, search engines, and more.
• Adfin - A platform to manage payments, invoicing, and accounting reconciliations through Adfin.
• AgentQL - A platform that enables AI agents to extract structured data from unstructured web content using AgentQL.
• AgentRPC - A platform to connect to any function, in any language, across network boundaries using AgentRPC.
• Aiven - A platform to navigate your Aiven projects and interact with PostgreSQL, Apache Kafka, ClickHouse, and OpenSearch services.
• Alation - A platform unlocking the power of the enterprise Data Catalog via tools provided by the Alation MCP server.
• Algolia MCP - MCP server exposing a natural language interface to query, inspect, and manage Algolia indices and configurations for monitoring, debugging, and optimizing search performance.
• Alibaba Cloud RDS - MCP server to interact programmatically with Alibaba Cloud RDS OpenAPI for managing RDS resources via an LLM.
• Alibaba Cloud AnalyticDB for MySQL - MCP server connecting to AnalyticDB for MySQL clusters for metadata retrieval, querying, and data analysis.
• Alibaba Cloud OPS - MCP server to manage the lifecycle of Alibaba Cloud resources using CloudOps Orchestration Service and Alibaba Cloud OpenAPI.
• Apache IoTDB - MCP server for managing and interacting with the Apache IoTDB time series database and its tools.
• APIMatic MCP - MCP server for validating OpenAPI specifications using APIMatic, processing files and returning validation summaries.
• Apollo MCP Server - MCP server that connects GraphQL APIs to AI agents for seamless data interaction.
• Arize Phoenix - A toolkit to inspect traces, manage prompts, curate datasets, and run experiments using Arize Phoenix, an AI and LLM observability platform.
• Asgardeo - MCP server to interact with your Asgardeo organization through LLM tools.
• Astra DB - MCP server providing comprehensive management of collections and documents in a DataStax Astra DB NoSQL database.
• Atlan - MCP server enabling interaction with Atlan services through multiple tools.
• Audiense Insights - A platform delivering marketing insights and audience analysis from Audiense reports.
• AWS - A collection of specialized MCP servers integrating AWS best practices into your development workflow.
• Axiom - MCP server to query and analyze your Axiom logs, traces, and event data using natural language.
• Azure - MCP server providing access to Azure services and tools such as Azure Storage, Cosmos DB, and the Azure CLI.
• Bankless Onchain - MCP server to query on-chain data including ERC20 tokens, transaction history, and smart contract state.
• BICScan - MCP server providing risk scores and asset holdings for EVM blockchain addresses and domain names.
• Bitrise - MCP server to interact with your builds, CI pipelines, and more via chat.
• Box - MCP server to interact with the Intelligent Content Management platform through Box AI.
• Browserbase - MCP server automating cloud-based browser interactions including navigation, data extraction, and form filling.
• BrowserStack - A platform to access BrowserStack's Test Platform for debugging, writing and fixing tests, accessibility testing, and more.
• Burp Suite - MCP server extension enabling AI clients to connect with Burp Suite for security testing.
• Cartesia - A platform to connect with the Cartesia voice system for text-to-speech, voice cloning, and more.
• Chargebee - MCP server that connects AI agents to the Chargebee platform.
• Chiki StudIO - A platform to create configurable MCP servers without code, using instructions, prompts, and tool support.
• Chroma - MCP server for embeddings, vector search, document storage, and full-text search in the open-source AI application database.
• Chronulus AI - MCP server for making predictions using Chronulus AI forecasting and prediction agents.
• CircleCI - MCP server that enables AI agents to fix build failures on CircleCI.
• ClickHouse - MCP server to query your ClickHouse database.
• Cloudflare - A platform to deploy, configure, and manage Cloudflare resources such as Workers, KV, R2, and D1.
• Codacy - MCP server to interact with the Codacy API for querying code quality, vulnerabilities, and coverage insights.
• CodeLogic - A platform that maps code and data architecture to improve AI-driven insights.
• Comet Opik - MCP server to query and analyze Opik telemetry data, including logs, traces, and prompts, in natural language.
• Confluent - MCP server to interact with Confluent Kafka and Confluent Cloud REST APIs.
• Convex - MCP server to introspect and query applications deployed on Convex.
• Couchbase - MCP server to interact with data stored in Couchbase clusters.
• CRIC Wuye AI - A platform that connects with CRIC Wuye AI, an intelligent assistant for the property management industry.
• Dart - A platform to interact with tasks, docs, and projects in Dart, an AI-native project management tool.
• DataHub - MCP server to search data assets, explore lineage, run SQL queries, and more using DataHub metadata.
• DexPaprika - MCP server to access real-time DEX data, liquidity pools, token information, and trading analytics across blockchain networks.
• DevHub - A platform to manage and utilize website content via the DevHub CMS platform.
• DevRev - MCP server to integrate with DevRev APIs for searching and managing objects in the DevRev Knowledge Graph.
• Dynatrace - A platform to manage and interact with the Dynatrace Platform for observability and monitoring.
• E2B - A platform to run code in secure sandboxes hosted by E2B.
• Edgee - A platform to deploy and manage Edgee components and projects.
• EduBase - A platform to interact with EduBase, offering advanced quizzing, exam management, and content organization tools.
• Elasticsearch - MCP server to query and analyze your data in Elasticsearch.
• eSignatures - MCP server for managing contracts and templates-draft, review, and send binding agreements.
• Exa - A platform to access Exa, a search engine purpose-built for AIs.
• Fewsats - A platform that enables AI agents to purchase anything securely using Fewsats.
• Fibery - MCP server to perform queries and entity operations in your Fibery workspace.
• Financial Datasets - MCP server providing a stock market API made for AI agents.
• Firecrawl - A platform to extract web data using Firecrawl.
• Fireproof - MCP server offering an immutable ledger database with live synchronization.
• ForeverVM - MCP server for ForeverVM, enabling Claude to execute code in a Python REPL.
• Github - GitHub's official MCP server
• GibsonAI - A platform for AI-powered cloud databases to build, migrate, and deploy database instances with AI.
• Gitea - Interact with Gitea instances with MCP.
• Gitee - MCP server for Gitee API integration, including repository, issue, and pull request management.
• Glean - A platform for enterprise search and chat using Glean's API.
• Gyazo - MCP server to search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
• gotoHuman - A human-in-the-loop platform that allows AI agents and automations to send approval requests to your gotoHuman inbox.
• Grafana - MCP server to search dashboards, investigate incidents, and query data sources in your Grafana instance.
• Grafbase - MCP server that turns your GraphQL API into an efficient MCP interface with schema intelligence in a single command.
• Graphlit - A platform to ingest content from Slack, Gmail, podcast feeds, and the web into a searchable Graphlit project.
• GreptimeDB - MCP server providing AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.
• Heroku - MCP server to interact with the Heroku platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more.
• Hologres - MCP server to connect to a Hologres instance, get table metadata, and analyze data.
• Honeycomb - A platform that allows Honeycomb Enterprise customers to query data, dashboards, and production behavior.
• HubSpot - MCP server to connect, manage, and interact with HubSpot CRM data.
• Hyperbrowser - A platform empowering AI agents with scalable, effortless browser automation via Hyperbrowser.
• IBM wxflows - A tool platform by IBM to build, test, and deploy tools for any data source.
• Inbox Zero - An AI personal assistant for managing email via Inbox Zero.
• Inkeep - A RAG search server over your content powered by Inkeep.
• Integration App - MCP server to interact with any SaaS applications on behalf of your customers.
• JetBrains – MCP server to work on your code with JetBrains IDEs.
• Kagi Search - MCP server to search the web using Kagi's search API.
• Keboola - A platform to build robust data workflows, integrations, and analytics.
• Klavis ReportGen - MCP server to create professional reports from a simple user query.
• KWDB - MCP server for reading, writing, querying, and modifying data in your KWDB database.
• Lara Translate - MCP server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
• Logfire - MCP server that provides access to OpenTelemetry traces and metrics through Logfire.
• Langfuse Prompt Management - An open-source tool for collaborative editing, versioning, evaluating, and releasing prompts.
• Linear - MCP server to search, create, and update Linear issues, projects, and comments.
• Lingo.dev - MCP server to make your AI agent speak every language on the planet, using Lingo.dev's Localization Engine.
• Litmus.io - An official MCP server for configuring Litmus Edge for Industrial Data Collection, Edge Analytics & Industrial AI.
• Mailgun - MCP server to interact with the Mailgun API.
• Make - MCP server to turn your Make scenarios into callable tools for AI assistants.
• MCP Toolbox for Databases - An open source MCP server specializing in easy, fast, and secure tools for databases like AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, MySQL, Neo4j, Postgres, Spanner, and more.
• Meilisearch - An API to interact with and query Meilisearch (full-text and semantic search).
• Memgraph - A tool to query your data in the Memgraph graph database.
• Metoro - A service to query and interact with Kubernetes environments monitored by Metoro.
• Mercado Pago - An official MCP server from Mercado Pago.
• Microsoft Clarity - An official MCP server to get behavioral analytics data and insights from Clarity.
• Microsoft Dataverse - A platform to chat over your business data using natural language - discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge.
• Milvus - A tool to search, query, and interact with data in your Milvus vector database.
• Momento - A caching solution that quickly improves performance, reduces costs, and handles load at scale.
• MongoDB - MCP server supporting both MongoDB Community Server and MongoDB Atlas.
• MotherDuck - A tool to query and analyze data with MotherDuck and local DuckDB.
• Needle - A production-ready RAG tool out of the box to search and retrieve data from your own documents.
• Neo4j - A Neo4j graph database server supporting schema, read/write Cypher queries, and graph database-backed memory.
• Neon - MCP server to interact with the Neon serverless Postgres platform.
• Netlify - A platform to create, build, deploy, and manage your websites with the Netlify web platform.
• Notion - MCP server implementation for the Notion API.
• OceanBase - MCP server for the OceanBase database and its tools.
• Octagon - A platform delivering real-time investment research with extensive private and public market data.
• OlaMaps - An official Ola Maps MCP Server offering services like geocode, directions, place details, and more.
• OP.GG - An API to access real-time gaming data across popular titles such as League of Legends, TFT, and Valorant, including champion analytics and esports schedules.
• OpsLevel - An official MCP server for the OpsLevel platform.
• Oxylabs - An API to scrape websites using Oxylabs Web API, with support for dynamic rendering and structured data extraction.
• Paddle - MCP server to interact with the Paddle API for managing product catalog, billing, subscriptions, and reports.
• Pagos - MCP server to query Credit Card BIN Data via the Pagos API, with more features planned.
• PayPal - An official MCP server for PayPal.
• Perplexity - MCP server connecting to Perplexity's Sonar API for real-time web-wide research in conversational AI.
• Pinecone - A developer MCP server assisting with documentation search and data management within the Pinecone environment.
• Pinecone Assistant - MCP server that retrieves context from your Pinecone Assistant knowledge base.
• Prisma - MCP server to create and manage Prisma Postgres databases.
• Pulumi - MCP server to deploy and manage cloud infrastructure using Pulumi.
• Pure.md - MCP server to reliably access web content in markdown format with bot detection avoidance, proxy rotation, and headless JS rendering.
• Put.io - MCP server to interact with your Put.io account for torrent downloads.
• Qdrant - MCP server implementing a semantic memory layer on top of the Qdrant vector search engine.
• Ragie - MCP server to retrieve context from your Ragie (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA, and more.
• Redis - An official MCP server offering an interface to manage and search data in Redis.
• Redis Cloud API - MCP server allowing management of Redis Cloud resources using natural language.
• Ramp - MCP server to interact with Ramp's Developer API to analyze spend and gain insights leveraging LLMs.
• Raygun - MCP server to interact with your crash reporting and real-time monitoring data on your Raygun account.
• Rember - A tool to create spaced repetition flashcards in Rember to remember anything you learn in your chats.
• Riza - An arbitrary code execution and tool-use platform for LLMs by Riza.
• Root Signals - MCP server to improve and quality control your outputs with evaluations using LLM-as-Judge.
• Search1API - An API for search, crawling, and sitemaps.
• ScreenshotOne - A tool to render website screenshots with ScreenshotOne
• Semgrep - MCP server enabling AI agents to secure code with Semgrep.
• SingleStore - MCP server to interact with the SingleStore database platform.
• Snyk - A tool to enhance security posture by embedding Snyk vulnerability scanning directly into agentic workflows.
• StarRocks - MCP server to interact with StarRocks.
• Stripe - MCP server to interact with Stripe API.
• Tavily - A search engine for AI agents (search + extract) powered by Tavily Tavily
• Terraform - An integration tool with the Terraform ecosystem, enabling advanced automation and interaction for Infrastructure as Code (IaC).
• Thirdweb - A platform to read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution powered by Thirdweb Thirdweb.
• Tianji - MCP server to interact with the Tianji platform, whether self-hosted or cloud-based.
• TiDB - MCP server to interact with the TiDB database platform.
• Tinybird - MCP server to interact with the Tinybird serverless ClickHouse platform.
• Tldv - A connector for AI agents to Google Meet, Zoom & Microsoft Teams through tldv
• UnifAI - A platform to dynamically search and call tools using UnifAI Network
• Unstructured - A system to set up and interact with your unstructured data processing workflows on the Unstructured Platform
• Upstash - A service to manage Redis databases and run Redis commands on Upstash Upstash with natural language.
• Vectorize - MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction, and text chunking using Vectorize.
• Verbwire - A platform to deploy smart contracts, mint NFTs, manage IPFS storage, and more through the Verbwire API.
• Verodat - An AI-ready data platform you can interact with via the Verodat MCP server.
• VeyraX - A single tool to control over 100 API integrations and UI components.
• WayStation - A universal MCP server to connect to popular productivity tools such as Notion, Monday, Airtable, and many more.
• WaveSpeed - MCP server providing AI agents with image and video generation capabilities.
• Xero - An official MCP server to interact with the accounting data in your business.
• YugabyteDB - MCP server to interact with your YugabyteDB database.
• Zapier - A platform to connect your AI agents to 8,000 apps instantly.
• ZenML - MCP server to interact with your MLOps and LLMOps pipelines through ZenML.

Community Servers

A growing collection of community-developed servers highlights the diverse ways MCP can be applied across different domains. These community servers are not officially tested and should be used at your own risk.

• A2A - MCP server that bridges the MCP with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents.
• Ableton Live - MCP server to control Ableton Live.
• Ableton - An Ableton integration allowing prompt-enabled music creation.
• Airbnb - MCP server providing tools to search Airbnb and retrieve listing details.
• AI Agent Marketplace Index - MCP server to search over 5,000 AI agents and tools from AI Agent Marketplace Index and monitor AI agent traffic.
• Algorand - A comprehensive MCP server for interacting with the Algorand blockchain through 40+ tools and access to 60+ resources.
• Airflow - MCP server that connects to Apache Airflow via its official Python client.
• Airtable - MCP server for read and write access to Airtable databases, including schema inspection.
• Airtable - MCP server for interacting with Airtable databases.
• AlphaVantage - MCP server for accessing stock market data from AlphaVantage.
• Amadeus - MCP server to interact with the Amadeus Flight Offers Search API for detailed flight information.
• Anki - MCP server to interact with your Anki decks and cards.
• Any Chat Completions - MCP server to interact with any OpenAI SDK-compatible chat completions API (e.g., OpenAI, Perplexity, Groq, xAI).
• Apache Gravitino (incubating) - MCP server to explore metadata and perform governance on structured and unstructured data via Gravitino.
• APIWeaver - MCP server that dynamically generates other MCP servers from REST, GraphQL, or other API configs for integration with tools like Claude.
• Apple Calendar - MCP server to interact with macOS Calendar using natural language for event creation, modification, scheduling, and more.
• Apple Script - MCP server that enables LLMs to run AppleScript and control macOS applications.
• Aranet4 - MCP server to manage your Aranet4 CO2 sensor and query historical data stored in SQLite.
• ArangoDB - MCP server for database interaction using ArangoDB.
• Arduino - MCP server that integrates Claude AI with Arduino (ESP32) for robotics and real-world automation.
• Atlassian - MCP server to interact with Atlassian Cloud (Confluence, Jira) for reading/searching pages, issues, and project metadata.
• Attestable MCP - MCP server that runs inside a Trusted Execution Environment (TEE) and supports remote attestation with RA-TLS.
• AWS - MCP server to manage AWS resources using natural language.
• AWS Athena - MCP server for querying AWS Athena using SQL on the Glue Catalog.
• AWS Cost Explorer - MCP server to analyze and optimize AWS (and Amazon Bedrock) spend.
• AWS Resources Operations - MCP server for secure querying and modification of AWS resources using Python (via boto3).
• AWS S3 - A sample MCP server to flexibly retrieve objects like PDFs from AWS S3.
• Azure ADX - MCP server to query and analyze Azure Data Explorer (ADX) databases.
• Azure DevOps - MCP server that provides access to Azure DevOps services, including querying and managing work items.
• Baidu AI Search - MCP server that enables web search using Baidu Cloud's AI search.
• BambooHR MCP - MCP server that interfaces with the BambooHR API, providing access to employee data, time tracking, and HR management features.
• Base Free USDC Transfer - MCP server to send USDC on Base for free using Claude AI. Built with Coinbase CDP.
• Basic Memory - A local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across LLM conversations.
• BigQuery - MCP server that enables LLMs to inspect database schemas and execute SQL queries on BigQuery.
• BigQuery - MCP server implementation for Google BigQuery that provides direct access to database querying capabilities.
• Bing Web Search API - MCP server that integrates with the Microsoft Bing Web Search API.
• Bitable MCP - MCP server for accessing and manipulating Lark Bitable tables via predefined tools.
• Blender - MCP server that integrates with Blender to enable prompt-driven 3D scene creation, modeling, and manipulation.
• BreakoutRoom - MCP server for agents to collaborate in peer-to-peer rooms to accomplish shared goals.
• browser-use - MCP server with Dockerized Playwright, Chromium, and VNC. Supports stdio and resumable HTTP for browsing use cases.
• Bsc-mcp - MCP server bridging AI and the BNB Chain, enabling operations such as transfers, swaps, token launches, and security checks.
• BVG MCP Server (Unofficial) - An unofficial MCP server for accessing the Berliner Verkehrsbetriebe (BVG) public transit API.
• Calculator - MCP server that enables LLMs to perform precise numerical calculations using a calculator interface.
• CFBD API - MCP server for accessing the College Football Data API.
• ChatMCP - An open-source cross-platform desktop GUI for Linux, macOS, and Windows, allowing seamless interaction with MCP servers across various LLMs.
• ChatSum - MCP server to query and summarize chat messages using LLMs.
• Chess.com - MCP server that provides access to Chess.com player data, game history, and public information for chess analysis.
• Chroma - A vector database MCP server for semantic document search and metadata filtering, built on Chroma.
• ClaudePost - MCP server for managing Gmail, including email search, reading, and sending, with secure LLM interactions.
• ClickUp - MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown formatting.
• Cloudinary - MCP server to upload media to Cloudinary and retrieve media links and metadata.
• code-assistant - A code exploration and modification assistant for trusted repositories, with limited protection against prompt injection.
• code-executor - MCP server that enables LLMs to run Python code inside a specified Conda environment.
• code-sandbox-mcp - MCP server to create a secure code sandbox environment using Docker for code execution.
• consul-mcp - MCP server for managing Consul services, including health checks and the Key-Value Store.
• cognee-mcp - A GraphRAG memory server with customizable ingestion, data processing, and search capabilities.
• coin_api_mcp - MCP server providing access to CoinMarketCap cryptocurrency data.
• CoinMarketCap - A complete MCP server implementation of the CoinMarketCap API, offering access to crypto market data and metrics.
• Computer-Use - Remote MacOS Use - An out-of-the-box alternative to OpenAI Operator, providing remote macOS desktop access for autonomous AI agents.
• Contentful-mcp - MCP server to read, update, delete, and publish content in your Contentful spaces.
• CreateveAI Nexus - An open-source bridge between AI agents and enterprise systems, compatible with ComfyUI nodes, Azure Key Vault, and on-premise deployment.
• crypto-feargreed-mcp - MCP server offering real-time and historical Crypto Fear & Greed Index data.
• crypto-indicators-mcp - MCP server that delivers various cryptocurrency technical indicators and strategies.
• crypto-sentiment-mcp - MCP server providing sentiment analysis for cryptocurrency markets.
• cryptopanic-mcp-server - MCP server delivering the latest cryptocurrency news, powered by CryptoPanic.
• Dappier - A connector that links LLMs to real-time, rights-cleared proprietary data. Provides access to specialized models for web search, news, sports, finance, crypto, and premium content. Explore models at marketplace.dappier.com.
• Databricks - A tool that allows LLMs to run SQL queries and retrieve job execution details in a Databricks account.
• Datadog - MCP server that provides application tracing, monitoring, dashboards, and incident queries using the official Datadog API.
• Data Exploration - MCP server that enables autonomous exploration of .csv datasets to generate intelligent insights. Note: Executes arbitrary Python code; use with caution.
• DaVinci Resolve - MCP server integration for DaVinci Resolve providing powerful tools for AI-assisted video editing, color grading, and media project management.
• Dataset Viewer - A tool to browse and analyze Hugging Face datasets with search, filtering, statistics, and export features.
• DataWorks - MCP server that provides tools for AI, allowing it to interact with the DataWorks Open API through a standardized interface.
• DBHub - A universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB, and more.
• Deebo - An agentic debugging MCP server that helps AI coding agents delegate and fix bugs using multi-agent hypothesis testing.
• Deep Research - A lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated research and structured reporting.
• DeepSeek MCP Server - MCP server integrating DeepSeek's advanced language models and additional API endpoints.
• Deepseek_R1 - MCP server implementation connecting Claude Desktop with DeepSeek's R1 and V3 models.
• deepseek-thinker-mcp - MCP server providing DeepSeek reasoning content to MCP-enabled AI clients, including access via API or local Ollama.
• Descope - MCP server that integrates with Descope to search audit logs, manage users, and more.
• DevDb - MCP server that runs inside the IDE, enabling database connections to MySQL, PostgreSQL, SQLite, and MSSQL.
• Dicom - MCP server for querying and retrieving medical images and parsing dicom-encapsulated documents.
• Dify - A simple implementation of MCP server for dify workflows.
• Discord - MCP server to connect to Discord guilds via bot and read/write messages in channels.
• Discord - MCP server that connects to Discord through a bot, offering full-featured integration.
• Discord - MCP server implementation for Discord API integration by Klavis AI.
• Discourse - MCP server to search Discourse forum posts.
• Docker - An integration with Docker to manage containers, images, volumes, and networks through AI agents.
• DPLP - MCP server to search the DBLP computer science bibliography database.
• Drupal - MCP server for interacting with Drupal using the STDIO transport layer.
• dune-analytics-mcp - MCP server that bridges Dune Analytics data to AI agents.
• EdgeOne Pages MCP - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
• Edwin - MCP server for the Edwin SDK, enabling AI agents to interact with DeFi protocols across EVM, Solana, and other blockchains.
• Elasticsearch - MCP server implementation that provides interaction with Elasticsearch.
• ElevenLabs - MCP server that integrates with the ElevenLabs text-to-speech API, capable of generating full voiceovers with multiple voices.
• Email - MCP server that enables users to send emails via providers like Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail, with support for file attachments from specified directories.
• Ergo Blockchain MCP - MCP server that integrates Ergo Blockchain Node and Explorer APIs for balance checks, transaction analysis, forensic address investigations, token search, and network monitoring.
• Eunomia - An extension of the Eunomia framework that connects Eunomia instruments with MCP servers.
• EVM MCP Server - A comprehensive blockchain service for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
• Everything Search - A fast file search server supporting Windows (via Everything SDK), macOS (via mdfind), and Linux (via locate/plocate).
• Excel - A tool for Excel manipulation including reading/writing data, managing worksheets, applying formatting, and creating charts and pivot tables.
• Fantasy PL - MCP server that gives your coding agent direct access to up-to-date Fantasy Premier League data.
• fastn.ai – Unified API MCP Server - A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring.
• Federal Reserve Economic Data (FRED) - A community-developed MCP server to interact with the Federal Reserve Economic Data.
• FDIC BankFind MCP Server - (Unofficial) - MCP server that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes.
• Fetch - MCP server that flexibly fetches HTML, JSON, Markdown, or plaintext.
• Fingertip - MCP server for Fingertip.com to search and create new sites.
• Figma - MCP server that gives your coding agent direct access to Figma file data, enabling one-shot design implementation.
• Firebase - MCP server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage.
• FireCrawl - An advanced web scraping server with JavaScript rendering, PDF support, and smart rate limiting.
• FlightRadar24 - A Claude Desktop MCP server that helps track flights in real-time using Flightradar24 data.
• freqtrade-mcp - MCP server that integrates with the Freqtrade cryptocurrency trading bot.
• Ghost - MCP server for interacting with Ghost CMS through LLM interfaces like Claude.
• Git - MCP server that allows LLMs to interact with a local Git repository, including optional push support.
• Github Actions - MCP server for interacting with GitHub Actions.
• GitHub Enterprise MCP - MCP server for interacting with GitHub Enterprise.
• Glean - MCP server that uses the Glean API to enable search and chat.
• Gmail - MCP server for Gmail integration in Claude Desktop with auto authentication support.
• Gmail Headless - MCP server that retrieves and sends Gmail messages without local credentials or file system setup.
• Goal Story - MCP server for goal tracking and visualization for personal and professional development.
• GOAT - MCP server to run more than 200 on-chain actions on any blockchain including Ethereum, Solana, and Base.
• Godot - MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management.
• Golang Filesystem Server - MCP server for secure file operations with configurable access controls, built with Go.
• Goodnews - MCP server that delivers curated positive and uplifting news stories.
• Google Calendar - MCP server for checking schedules, finding time, and adding or deleting events using Google Calendar.
• Google Calendar - MCP server for managing Google Calendar events and searching by attributes like title and location.
• Google Custom Search - MCP server that provides Google Search results via the Google Custom Search API.
• Google Sheets - MCP server for accessing and editing data in your Google Sheets.
• Google Sheets - MCP server written in TypeScript to access and modify data in your Google Sheets.
• Google Tasks - MCP server for Google Tasks API integration.
• Google Vertex AI Search - MCP server that provides Vertex AI Search results by grounding a Gemini model with your private data.
• Google Workspace - MCP server with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport.
• GraphQL Schema - MCP server that allows LLMs to explore large GraphQL schemas without bloating the context.
• HDW LinkedIn - MCP server for accessing profile data and managing user accounts via HorizonDataWave.ai.
• Helm Chart CLI - MCP server that bridges AI assistants with the Helm package manager for Kubernetes, allowing natural language control over chart installation, repository management, and more.
• Heurist Mesh Agent - MCP server for accessing specialized Web3 AI agents on the Heurist Mesh network, covering blockchain analysis, smart contract security, and token metrics.
• Holaspirit - MCP server for interacting with Holaspirit.
• Home Assistant - MCP server for controlling and monitoring lights, switches, sensors, and other Home Assistant entities.
• Home Assistant - MCP server for Home Assistant featuring entity management, automation support, domain summaries, and guided conversations, with Docker support.
• HubSpot - MCP server for integrating with HubSpot CRM, enabling contact and company data creation and retrieval directly from Claude.
• HuggingFace Spaces - MCP server for running and interacting with HuggingFace Spaces, supporting open-source image, audio, and text models in Claude Desktop.
• Human-In-the-Loop - MCP server enabling AI assistants like Claude to interact with humans via real-time GUI dialogs, feedback, confirmations, and decision-making interfaces.
• Hyperliquid - MCP server that integrates with the Hyperliquid SDK for accessing exchange data.
• hyprmcp - MCP server for interacting with hyprland, designed to be lightweight and efficient.
• iFlytek Workflow - MCP server for connecting to iFlytek Workflow, allowing you to run your own agent.
• Image Generation - MCP server providing image generation capabilities using the Replicate Flux model.
• InfluxDB - MCP server for running queries against the InfluxDB OSS API v2.
• Inoyu - MCP server for interacting with Apache Unomi CDP, enabling retrieval and updates of customer profiles.
• interactive-mcp - MCP server that enables interactive LLM workflows with local user prompts and chat capabilities in the loop.
• Intercom - MCP server for accessing customer support tickets from Intercom, allowing analysis via Claude Desktop or Cline.
• iOS Simulator - MCP server that allows LLMs to interact with iOS simulators (iPhone, iPad) using natural language commands.
• iTerm MCP - MCP server for integrating with the iTerm2 terminal emulator on macOS to execute and monitor terminal commands.

• iTerm MCP Server - MCP server implementation for iTerm2, with support for managing multiple terminal sessions.

• JavaFX - MCP server for drawing and rendering graphics using a JavaFX canvas.
• JDBC - MCP server for interacting with any JDBC-compatible database. Supports query, insert, update, delete operations on MySQL, PostgreSQL, Oracle, SQL Server, SQLite, and more.
• JMeter - MCP server for running load tests using Apache JMeter through AI assistants.
• JSON - MCP server for handling and querying JSON data with JSONPath syntax and support for string, numeric, array, and date operations.
• Jupyter Notebook - MCP server for connecting Claude AI to Jupyter Notebooks, enabling AI-assisted code execution, visualization, and analysis.
• jupiter-mcp - MCP server for executing token swaps on the Solana blockchain using Jupiter's Ultra API.
• k8s-multicluster-mcp - MCP server for interacting with multiple Kubernetes clusters simultaneously using multiple kubeconfig files.
• KiCad MCP - MCP server for integrating with KiCad across macOS, Windows, and Linux environments.
• Keycloak MCP - MCP server that enables natural language interaction with Keycloak for managing users and realms.
• Kibana MCP - MCP server for accessing and managing Kibana dashboards, visualizations, and index patterns through natural language.
• Kibela - MCP server for interacting with the Kibela knowledge-sharing platform.
• kintone - MCP server for managing records and applications in kintone via LLM tools.
• Kong Konnect - MCP server for interacting with Kong Konnect APIs, allowing AI tools to query Gateway configurations, traffic, and analytics.
• Kubernetes - MCP server for managing Kubernetes clusters, including pods, deployments, and services.
• Kubernetes and OpenShift - MCP server for comprehensive interaction with Kubernetes and OpenShift, supporting full CRUD operations and cluster-specific utilities.
• Langflow-DOC-QA-SERVER - MCP server for document question-answering powered by Langflow, providing a simple interface for querying documents via a Langflow backend.
• Lark (Feishu) - MCP server for interacting with Lark (Feishu) services including sheets, docs, and messages.
• Lightdash - MCP server for interacting with Lightdash, a modern BI and analytics tool..
• lsp-mcp - MCP server for interfacing with Language Servers using LSP, supporting code hovers, completions, and code actions.
• Linear - MCP server for interacting with Linear project management APIs.
• Linear - MCP server for managing Linear issues including creation, search, and updates.
• Linear (Go) - MCP server implemented in Go for interacting with Linear APIs via a lightweight static binary.
• LINE - MCP server for integrating with LINE Messenger bots, enabling LLMs to read and analyze messages with support for async ops and various message types.
• LlamaCloud - MCP server for accessing managed indexes hosted on LlamaCloud
• lldb-mcp - MCP server for using LLDB via natural language for LLM-guided debugging.
• llm-context - An MCP utility server that provides repo-packing and file selection using configurable inclusion/exclusion patterns.
• LottieFiles - MCP server for searching and retrieving animations from LottieFiles
• lucene-mcp-server - MCP server built with Spring Boot using Apache Lucene for fast document indexing and search.
• mac-messages-mcp - MCP server for securely querying and analyzing iMessage data, supporting message sending, attachments, group chats, and contact management.
• MalwareBazaar_MCP - MCP server for real-time malware intel by interfacing with MalwareBazaar, supporting security workflows and sample metadata retrieval.
• MariaDB - MCP server for integrating with MariaDB using Python and configurable access controls.
• Markdown2doc - MCP server for converting documents between formats using Pandoc.
• Markitdown - MCP server for converting various file formats into Markdown.
• Matlab-MCP-Tools - MCP server for executing and analyzing MATLAB code, with plot support, workspace context retention, and full MATLAB integration.
• Maton - MCP server to connect and manage SaaS tools like HubSpot and Salesforce.
• MCP Compass - MCP server that recommends the right MCP server based on your needs.
• mcp-containerd - MCP server in Rust for managing containerd operations via the CRI interface.
• MCP Create - MCP server that creates and manages other MCP servers dynamically.
• MCP Installer - MCP server for installing other MCP servers automatically.
• mcp-k8s-go - A Golang-based MCP server for Kubernetes, supporting pod inspection, logs, events, and namespace management.
• mcp-local-rag - A lightweight RAG-style MCP server for local semantic search using MediaPipe and DuckDuckGo, requiring no external APIs.
• mcp-proxy - An MCP proxy that connects SSE-based or stdio-based MCP servers to clients.
• MCP Proxy Server - An MCP proxy server that aggregates multiple MCP servers into a single HTTP endpoint.
• mcp-salesforce - MCP server for interacting with Salesforce APIs for basic operations.
• MCP Server Creator - An MCP meta-server for generating new FastMCP server code and configurations dynamically.
• mem0-mcp - MCP server for managing coding preferences and workflows with Mem0.
• Membase - MCP server for distributed memory management and retrieval.
• MetaTrader MCP - MCP server for executing trades via MetaTrader 5.
• Metricool MCP - MCP server that integrates with Metricool for retrieving social media analytics and scheduling posts.
• MSSQL - MCP server for MSSQL database access with access control and schema inspection.
• MSSQL - MCP server written in Python for interacting with MSSQL databases.
• MSSQL-Python - A secure, read-only Python MCP server for MSSQL databases with schema browsing capabilities.
• MSSQL-MCP - An MSSQL MCP server adapted from the official SQLite MCP reference.
• Markdownify - MCP server that converts multiple formats (e.g., PPTX, HTML, PDFs, YouTube transcripts) into Markdown.
• Microsoft Teams - MCP server for Microsoft Teams that supports messaging, mentions, threads, and user management.
• Mifos X - MCP server for the Mifos X open banking platform, enabling AI-driven management of clients, loans, and reports.
• Mikrotik - MCP server for managing Mikrotik networking devices including IP, DHCP, and firewall configurations.
• Mindmap - MCP server that generates mindmaps from Markdown input.
• Minima - MCP server that enables RAG-style document retrieval on local files.
• Mobile MCP - MCP server for mobile device automation and scraping using emulators or physical devices.
• MongoDB - MCP server for interacting with MongoDB databases.
• MongoDB Lens - A feature-rich MCP server for MongoDB management.
• MongoDB & Mongoose - MCP server for MongoDB using Mongoose for schema validation.
• Monday.com - MCP server to access and manipulate Monday.com boards and items.
• Morningstar - MCP server for interfacing with Morningstar data and editorial content.
• Multicluster-MCP-Sever - An MCP gateway to interact with multiple Kubernetes clusters from a single endpoint.
• Multi-Model Advisor - MCP server that aggregates responses from multiple Ollama models to deliver multi-perspective answers.
• MySQL - A Node.js-based MCP server for MySQL database access with access controls and inspection.
• MySQL - A Python-based MCP server for accessing MySQL databases with schema introspection.
• MasterGo - MCP server that enables AI models to retrieve design specification data directly from MasterGo files.
• n8n - MCP server for managing n8n workflows and executions, supporting creation, update, deletion, and execution monitoring.
• NASA - MCP server that provides AI access to multiple NASA data sources such as APOD, NEO, EPIC, and GIBS.
• Nasdaq Data Link - MCP server for accessing economic and financial datasets from Nasdaq Data Link.
• National Parks - MCP server providing U.S. National Park info: alerts, trails, campgrounds, events, visitor centers, and more.
• NAVER - MCP server for querying NAVER services including blog, book, and news searches.
• NBA - TMCP server for retrieving historical and current NBA game data, including advanced statistics.
• NS Travel Information - MCP server for accessing real-time Dutch Railways (NS) travel data, including delays and disruptions.
• Neo4j - MCP server for interacting with Neo4j graph databases.
• Neovim - MCP server to interact with and control a Neovim session.
• nomad-mcp - MCP server for managing HashiCorp Nomad clusters and workloads.
• Notion - MCP server for integrating with the Notion API, enabling read/write actions.
• Notion - MCP server for searching, reading, updating, and creating Notion pages via Claude-compatible agents.
• ntfy-mcp - MCP server for sending notifications to your phone using ntfy.sh.
• ntfy-me-mcp - MCP server for sending and retrieving notifications to a self-hosted ntfy server with support for token-based auth and Docker/npx deployment.
• oatpp-mcp - C++ MCP integration for Oat++, enabling you to build MCP servers in C++.
• Obsidian Markdown Notes - MCP server to read and search through your Obsidian vault or any directory of Markdown notes.
• obsidian-mcp - MCP server for Obsidian.md to search, read, write, and organize notes.
• OceanBase - MCP server providing secure interaction with OceanBase databases.
• Office-PowerPoint-MCP-Server - MCP server for creating, reading, and manipulating Microsoft PowerPoint documents.
• Office-Visio-MCP-Server - MCP server for creating, reading, and manipulating Microsoft Visio documents.
• Office-Word-MCP-Server - MCP server for creating, reading, and manipulating Microsoft Word documents.
• Okta - MCP server to interact with the Okta API for identity and access management.
• OneNote - MCP server connecting to Microsoft OneNote via Microsoft Graph API; read and create notebooks, sections, and pages.
• OpenAI WebSearch MCP - Python MCP server integrating OpenAI's built-in web_search tool.
• OpenAPI - MCP server for interacting with OpenAPI endpoints.
• OpenAPI AnyApi - MCP server with built-in semantic search for large OpenAPI docs; supports customizable prefixes.
• OpenAPI Schema - MCP server for efficient exploration of large OpenAPI schemas without bloating LLM context.
• OpenCTI - MCP server for the OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware, and threat actors.
• OpenDota - MCP server to access Dota 2 match data, player statistics, and more via OpenDota API.
• OpenRPC - MCP server for discovering and interacting with JSON-RPC APIs via OpenRPC.
• OpenWeather - MCP server to query current and forecast weather from OpenWeatherMap API.
• Open Strategy Partners Marketing Tools - MCP server offering product marketing tools such as content editing, value maps, and positioning.
• Oura Ring - MCP server to access and analyze health metrics from Oura Ring data.
• Outline - MCP server for interacting with Outline knowledge bases; supports document search, creation, management, and collaboration.
• pancakeswap-poolspy-mcp - MCP server tracking newly created liquidity pools on PancakeSwap.
• Pandoc - MCP server for seamless document format conversion (Markdown, HTML, PDF, DOCX, CSV, etc.) using Pandoc.
• Paradex MCP - MCP native server to interact with the Paradex platform, including full trading features.
• Phone MCP - Plugin enabling AI agents to control Android phones for tasks like playing music, making calls, and sending texts.
• PIF - Personal Intelligence Framework providing tools for file operations, structured reasoning, and journal-based documentation to support evolving human-AI collaboration.
• Pinecone - MCP server to search and upload records to Pinecone, enabling retrieval-augmented generation (RAG) with Pinecone's Inference API.
• Placid.app - Generate image and video creatives using Placid.app templates via MCP.
• Plane - MCP server to manage projects and issues through Plane's API.
• Playwright - MCP server for browser automation and web scraping using Playwright.
• Postman - Run Postman Collections locally via Newman; execute tests and return results through MCP.
• Prefect - MCP server for workflow orchestration and ELT/ETL with Prefect Server and Prefect Cloud [https://www.prefect.io/] using the prefect Python client.
• Productboard - MCP server to integrate Productboard API into agent workflows via MCP.
• Prometheus - MCP server to query and analyze metrics from the Prometheus monitoring system.
• PubChem - MCP server to extract drug and chemical information using the PubChem API.
• Pulumi - MCP server to interact with Pulumi API for creating and listing infrastructure stacks.
• Puppeteer vision - MCP server to use Puppeteer for browsing webpages and returning high-quality Markdown with AI handling of cookies, captchas, and interactivity.
• Pushover - MCP server to send instant notifications to devices via Pushover.net
• pydantic/pydantic-ai/mcp-run-python - MCP server to run Python code securely in a sandbox environment via MCP calls, powered by Deno and Pyodide.
• Quarkus - MCP servers for the Quarkus Java framework.
• QGIS - MCP server to connect QGIS with Claude AI, enabling prompt-assisted project creation, layer loading, code execution, and more.
• QuickChart - MCP server for generating charts using QuickChart.io
• Qwen_Max - MCP server implementation for interacting with Qwen AI models.
• RabbitMQ - MCP server to publish and consume messages via RabbitMQ.
• RAG Local - MCP server for storing and retrieving text passages locally based on semantic similarity.
• RAG Web Browser - MCP server for Apify’s open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
• Raindrop.io - MCP server for interacting with Raindrop.io bookmarks.
• Reaper - MCP server to interact with Reaper Digital Audio Workstation projects.
• Redis - MCP server for Redis database operations and caching, supporting key-value operations, expiration, and pattern-based key listing.
• Redis - MCP server to interact with Redis, AWS MemoryDB, and other in-memory key-value stores.
• Reed Jobs - MCP server to search and retrieve job listings from Reed.co.uk.
• Rememberizer AI - MCP server designed to interact with the Rememberizer data source for enhanced knowledge retrieval.
• Replicate - MCP server to search, run, and manage machine learning models on Replicate, including browsing models, creating predictions, and handling images.
• Resend - MCP server to send emails using Resend services.
• Rquest - MCP server providing realistic browser-like HTTP requests with advanced TLS/JA3/JA4 fingerprinting for anti-bot bypass.
• Rijksmuseum - MCP server to interface with the Rijksmuseum API for searching artworks, retrieving details, accessing image tiles, and exploring collections.
• Riot Games - MCP server to fetch player info, ranks, champion stats, and match history from the Riot Games API for League of Legends.
• Salesforce MCP - MCP server to interact with Salesforce cloud for data and metadata operations.
• Rust MCP Filesystem - MCP server for fast, asynchronous filesystem operations built in Rust.
• Salesforce MCP - MCP server to interact with Salesforce data and metadata.
• Scholarly - MCP server to search for scholarly and academic articles.
• scrapling-fetch - MCP server to fetch HTML or Markdown from bot-protected websites using Scrapling.
• SearXNG - MCP server to perform meta-searches via SearXNG
• SEC EDGAR - MCP server to access financial filings and data from the SEC's EDGAR database.
• ServiceNow - MCP server to interact with ServiceNow instances for workflow and IT service management.
• Shodan MCP - MCP server to interact with Shodan for internet-connected device discovery and analysis.
• Shopify - MCP server to interact with the Shopify API, including orders, products, and customer data.
• Siri Shortcuts - MCP server to interact with Siri Shortcuts on macOS, exposing all Shortcuts as tools.
• Slack - MCP server to interact with Slack Workspaces using Stdio or SSE, without needing workspace admin permissions.
• Snowflake - MCP server to interact with Snowflake databases for secure and controlled data operations.
• Solver - MCP server to solve constraint satisfaction and optimization problems.
• SoccerDataAPI - MCP server to provide real-time football match data from SoccerDataAPI.
• Solana Agent Kit - MCP server to interact with the Solana blockchain using the Solana Agent Kit, supporting 40+ protocol actions.
• Spotify - MCP server to control and interact with Spotify for music playback and user operations.
• Standard Korean Dictionary - MCP server to search entries in the Standard Korean Dictionary via API.
• Starwind UI - MCP server to explore commands, docs, and components of the Starwind UI open-source Astro framework.
• Strava - MCP server to connect with the Strava API for activity tracking, profiles, segments, and route data.
• Stripe - MCP server to integrate with Stripe for handling payments, customers, and refunds.
• ShaderToy - MCP server to interact with the ShaderToy API, enabling LLMs to learn from and create GLSL shaders.
• Talk To Figma - MCP server to interact with Figma, allowing LLMs to read and modify design files programmatically.
• TMDB - MCP server to access The Movie Database (TMDB) API for movie data, search, and recommendations.
• Tavily search - MCP server to query Tavily's search and news API, with support for site inclusion/exclusion.
• Telegram - MCP server to send, retrieve, and paginate chat messages on Telegram using Telethon.
• Telegram-Client - MCP server to manage user data, messages, drafts, dialogs, and read states on Telegram.
• Teradata - MCP server to perform multi-task data analytics and interact with Teradata databases.
• Terminal-Control - MCP server to securely execute terminal commands and perform file system operations.
• TFT-Match-Analyzer - MCP server to analyze Teamfight Tactics match history and provide detailed match context.
• thegraph-mcp - MCP server to access blockchain data indexed by The Graph for AI agents.
• Ticketmaster - MCP server to search for events, venues, and attractions using the Ticketmaster Discovery API.
• TickTick - MCP server to interact with the TickTick task manager for intelligent, context-aware task operation.
• Todoist - MCP server to interact with Todoist for managing tasks and to-dos.
• token-minter-mcp - MCP server to mint ERC-20 tokens across multiple blockchains.
• token-revoke-mcp - MCP server to check and revoke ERC-20 token allowances across multiple blockchains.
• Ton Blockchain MCP - MCP server to interact with the TON blockchain network.
• Typesense - MCP server to search and analyze data in Typesense collections.
• Travel Planner - MCP server to assist with travel planning using Google Maps API for location search, routes, and place details.
• uniswap-poolspy-mcp - MCP server to track newly created liquidity pools on Uniswap across nine blockchain networks.
• uniswap-trader-mcp - MCP server to automate token swaps on Uniswap DEX across multiple blockchains.
• Unity Catalog - MCP server to interact with Unity Catalog AI, supporting CRUD operations on functions and executing them as MCP tools.
• Unity3d Game Engine - MCP server to access Unity3d Editor tools like console logs, test runner logs, editor functions, and hierarchy state, enabling interaction and resource gathering.
• Unity Integration (Advanced) - Advanced MCP server to execute editor code, fetch logs, read editor state, and access project files in Unity3d for enhanced script editing and asset creation.
• Vega-Lite - MCP server to generate data visualizations using the Vega-Lite format and renderer.
• Vertica - MCP server to interact with Vertica databases, supporting configurable access controls and schema inspection.
• Video Editor - MCP server to add, edit, and search videos via Video Jungle.
• Video Still Capture - MCP server to capture still images from OpenCV-compatible webcams or other video sources.
• Virtual location (Google Street View,etc.) - MCP server to simulate virtual locations using Google Maps, Street View, PixAI, Stability.ai, ComfyUI, and Bluesky.
• VolcEngine TOS - MCP server to retrieve objects from VolcEngine TOS with flexible querying.
• Wanaku MCP Router - MCP server to route requests using a streaming SSE-based engine, enabling enterprise system integration with AI agents.
• Webflow - MCP server to interact with the Webflow APIs for managing websites and CMS content.
• Weather - MCP server to retrieve weather forecasts from the Open-Meteo API.
• whale-tracker-mcp - MCP server to monitor large cryptocurrency transactions (whale movements) across blockchain networks.
• WhatsApp MCP Server - MCP server to send, receive, and search messages in personal WhatsApp chats and groups.
• Whois MCP - MCP server to perform WHOIS lookups for domains, IPs, ASNs, and TLDs.
• Wikidata MCP - MCP server to query Wikidata, retrieve metadata, and execute SPARQL queries.
• WildFly MCP - MCP server to interact with WildFly servers for retrieving metrics, logs, and invoking operations.
• Windows CLI - MCP server to run secure shell commands via PowerShell, CMD, or Git Bash on Windows.
• World Bank data API - MCP server to fetch global development indicators from the World Bank API.
• X (Twitter) - MCP server to interact with the Twitter API: post tweets and search for tweets by query.
• X (Twitter) - MCP server to create, manage, and publish Twitter/X posts directly via Claude chat.
• Xcode - MCP server to bring AI assistance to Xcode projects, enabling code generation, file operations, and project management.
• xcodebuild - MCP server to build Xcode projects or workspaces and return compiler output and errors to the LLM.
• Xero-mcp-server - MCP server to manage accounting, invoicing, and business data via the Xero API.
• XiYan - MCP server to convert natural language into SQL and retrieve database records using XiyanSQL.
• XMind - MCP server to read and search XMind files within a directory.
• YNAB - MCP server to integrate with YNAB (You Need A Budget) for secure financial data access and analysis.
• YouTube - MCP server to extract YouTube video metadata with proxy support.
• YouTube - MCP server to manage YouTube videos, Shorts, and access channel analytics.
• YouTube Video Summarizer - MCP server to summarize long YouTube videos into concise overviews.
• Zoom - MCP server to create, read, update, and delete Zoom meetings via the Zoom API.

Frameworks for Servers

These high-level frameworks simplify the process of building MCP servers.

• EasyMCP - Absurdly easy MCP Servers in Typescript.
• FastAPI to MCP auto generator - A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools.
• FastMCP - A TypeScript framework for building MCP servers.
• Foxy Contexts - A library to build MCP servers in Golang.
• Higress MCP Server Hosting - A solution for hosting MCP Servers by extending the API Gateway (based on Envoy) with wasm plugins.
• MCP-Framework - Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with mcp create app. Get started with your first server in under 5 minutes.
• Quarkus MCP Server SDK - This extension enables developers to implement the MCP server features easily in Java.
• Spring AI MCP Server - Provides auto-configuration for setting up MCP server in Spring Boot applications.
• Template MCP Server - A CLI tool to create a new MCP server project with TypeScript support, dual transport options, and an extensible structure.

Frameworks for Clients

These high-level frameworks simplify the process of building MCP clients.

• codemirror-mcp - CodeMirror extension that implements the MCP for resource mentions and prompt commands.
• Spring AI MCP Client - Provides auto-configuration for MCP client functionality in Spring Boot applications.

Resources

Additional MCP resources.

• AiMCP - A discovery platform of MCP clients and servers to help users choose the right tools for their workflow.
• Awesome Crypto MCP Servers - A curated list of MCP servers with a focus on crypto and blockchain integrations.
• Awesome MCP Servers - A curated list of MCP servers.
• Awesome MCP Servers - A curated list of MCP servers.
• Awesome MCP Servers - A curated list of MCP servers.
• Awesome Remote MCP Servers - A list of remote-accessible MCP servers with notes on their authentication capabilities.
• Discord Server - A community discord server dedicated to MCP.
• Discord Server MCP) - A dedicated Discord community for Model Context Protocol discussions and collaboration.
• Klavis AI - An open-source infrastructure for MCP with hosted servers and clients on Slack and Discord.
• MCP Marketplace Web Plugin - A small web UI plugin for browsing and selecting MCP servers across categories.
• MCP Router - A free desktop app for managing MCP servers, authentication, and logging on Windows and macOS.
• MCP Badges - A simple way to showcase MCP projects with clear, stylish badges.
• MCP Servers Hub - A curated list of MCP servers.
• MCP X Community - A X community for MCP.
• mcp-cli - A command-line tool for inspecting and debugging MCP endpoints.
• mcp-get - A command-line tool to install, manage, and configure MCP servers.
• mcp-guardian - A GUI and toolkit for managing, proxying, and securing MCP server operations.
• mcpm - A Homebrew-like command-line manager for MCP servers across clients.
• mcp-manager - A web-based UI for installing and managing MCP servers on Claude Desktop.
• MCPHub - An open-source GUI app for Windows and macOS to discover and manage MCP servers.
• mcp.natoma.id - A hosted platform for discovering, deploying, and controlling MCP servers.
• mcp.run - A secure control plane and hosted registry for running and managing portable MCP servers.
• mcp-dockmaster - An open-source UI for installing and managing MCP servers on Windows, Linux, and macOS.
• MCPVerse - A secure portal for building, hosting, and connecting to authenticated MCP servers.
• mkinf - An open-source registry of hosted MCP servers to streamline AI agent workflows.
• Open-Sourced MCP Servers Directory - A curated list of MCP servers.
• OpenTools - An open registry for discovering, installing, and building with MCP servers.
• PulseMCP - A community hub and weekly newsletter focused on MCP servers, tools, and news.
• r/mcp - A Reddit community for sharing projects and engaging in MCP discussions.
• r/modelcontextprotocol - A dedicated subreddit for exploring Model Context Protocol ideas, help, and showcases.
• Smithery - A searchable registry of MCP servers to help LLM agents find the right tools.
• Toolbase - A desktop app for managing MCP servers and tools with a no-code interface.