Awesome Mcp Servers

Awesome MCP Servers [](https://awesome.re)

> A curated list of Model Context Protocol (MCP) servers, tools, frameworks, and resources.

MCP is an open protocol that lets AI assistants (Claude, GPT, Cursor, Windsurf, etc.) connect to local and remote data sources through standardized server implementations. This list favors vendor-maintained and actively-developed servers over abandoned forks.

Contents

• [Official](#official)
• [Servers](#servers)
• [Data & Databases](#data--databases)
• [Developer Tools](#developer-tools)
• [Cloud & Infrastructure](#cloud--infrastructure)
• [Productivity](#productivity)
• [Search & Knowledge](#search--knowledge)
• [Communication](#communication)
• [File Systems & Storage](#file-systems--storage)
• [AI & ML](#ai--ml)
• [Finance](#finance)
• [Monitoring & Observability](#monitoring--observability)
• [Design & Creative](#design--creative)
• [Testing & QA](#testing--qa)
• [Security](#security)
• [Web Browsing & Scraping](#web-browsing--scraping)
• [Media & Entertainment](#media--entertainment)
• [Travel & Location](#travel--location)
• [E-commerce](#e-commerce)
• [Game Development](#game-development)
• [IoT & Home Automation](#iot--home-automation)
• [Marketing & Analytics](#marketing--analytics)
• [Knowledge Management](#knowledge-management)
• [Frameworks & Libraries](#frameworks--libraries)
• [Clients](#clients)
• [Tutorials & Articles](#tutorials--articles)
• [Videos](#videos)
• [Community](#community)

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Official

• MCP Specification - The official protocol specification.
• MCP TypeScript SDK - Official TypeScript/Node.js SDK.
• MCP Python SDK - Official Python SDK.
• MCP Servers (Reference) - Official reference server implementations (everything, fetch, filesystem, git, memory, sequentialthinking, time).
• MCP Inspector - Visual testing tool for MCP servers.
• MCP Registry - Official community-driven registry for MCP servers.

Servers

Data & Databases

| Server | Description | Language | |--------|-------------|----------| | PostgreSQL MCP (Pro) | Query, analyze and optimize PostgreSQL databases | Python | | MongoDB MCP | Official MongoDB and Atlas cluster management | TypeScript | | Redis MCP | Official Redis cache and data structures | Python | | MySQL MCP | MySQL database queries and management | TypeScript | | Supabase MCP | Supabase database, auth, and storage | TypeScript | | Neon MCP | Neon serverless Postgres branching and management | TypeScript | | Upstash MCP | Upstash Redis and Vector databases | TypeScript | | SQL Database MCP | SQLite, Postgres and SQL Server unified server | TypeScript | | ClickHouse MCP | Official ClickHouse columnar analytics | Python | | MotherDuck / DuckDB MCP | Local DuckDB and MotherDuck cloud access | Python | | BigQuery MCP | Query Google BigQuery datasets and tables | TypeScript | | Snowflake MCP | Official Snowflake Cortex AI + SQL orchestration | Python | | Elasticsearch MCP | Official Elasticsearch query interface | Rust | | Qdrant MCP | Official Qdrant vector database server | Python | | Chroma MCP | Official Chroma vector DB for RAG workflows | Python | | Pinecone MCP | Official Pinecone vector database | TypeScript | | Weaviate MCP | Official Weaviate vector database | Go | | GCP MCP Toolbox | Official Google DB toolbox (Postgres, MySQL, Spanner) | Go | | dbt MCP | Official dbt Labs server for dbt projects | Python | | Airflow MCP | Apache Airflow DAG management and runs | Python | | Wikipedia MCP | Wikipedia article search and retrieval | TypeScript |

Developer Tools

| Server | Description | Language | |--------|-------------|----------| | GitHub MCP | Official GitHub — repos, issues, PRs, Actions | Go | | GitLab MCP | GitLab API integration (repos, MRs, issues) | TypeScript | | Hephaestus | Routes coding agents and skills over MCP across Claude Code, Codex and Cursor | Python | | Atlassian MCP (Jira + Confluence) | Jira and Confluence integration | Python | | Bitbucket MCP | Bitbucket Cloud repos, PRs, pipelines | TypeScript | | Linear MCP | Linear project management | TypeScript | | Sentry MCP | Official Sentry error and performance tracking | TypeScript | | Docker MCP | Docker container management | Python | | Kubernetes MCP | Kubernetes cluster operations | Go | | kubectl MCP | Natural-language kubectl operations (CNCF listed) | Python | | Playwright MCP | Browser automation and testing | TypeScript | | Figma Context MCP | Figma design file access for coding agents | TypeScript | | Postman MCP | Official Postman API collections server | TypeScript | | CircleCI MCP | Official CircleCI workflow integration | TypeScript | | Jupyter MCP | Jupyter notebook cell execution | Python | | MartinLoop MCP | Governed runtime for AI coding agents with budget caps, verifier gates, and inspectable runs | TypeScript | | mcp-probe | CLI tool to probe and inspect any MCP server — lists tools, resources, prompts, validates schemas, tests connectivity | Go | | mcp-factory | MCP server scaffolding CLI — generate new MCP server projects from templates | TypeScript | | mcpindex | MCP server search and discovery directory | TypeScript |

Cloud & Infrastructure

| Server | Description | Language | |--------|-------------|----------| | AWS MCP Servers | Official AWS MCP servers (S3, Lambda, CDK, Bedrock, etc.) | Multiple | | Cloudflare MCP | Cloudflare Workers, KV, R2, D1 | TypeScript | | Google Cloud MCP | Official gcloud CLI wrapper for GCP services | TypeScript | | Azure MCP | Official Azure cloud services | C# | | Terraform MCP | Official HashiCorp Terraform / OpenTofu | Go | | Vercel MCP Handler | Official Vercel MCP handler for Next.js / Nuxt / Svelte | TypeScript | | Vercel Next DevTools MCP | Official Next.js dev tools for coding agents | TypeScript | | Railway MCP | Official Railway MCP server built into the Railway CLI | Rust | | Render MCP | Official Render deployment server | Go | | DigitalOcean MCP | Official DO droplets, apps, databases | Go | | Heroku MCP | Official Heroku platform CLI wrapper | TypeScript | | Helm MCP | Helm package manager for Kubernetes | Go | | KubeStellar Console kc-agent | MCP server for multi-cluster Kubernetes AI operations (CNCF Sandbox) | Go | | Nomad MCP | HashiCorp Nomad cluster operations | Go |

Productivity

| Server | Description | Language | |--------|-------------|----------| | Google Drive MCP | Google Drive file access and search | TypeScript | | Slack MCP | Slack workspace integration | TypeScript | | Notion MCP | Official Notion API integration | TypeScript | | Google Calendar MCP | Google Calendar management | TypeScript | | Outlook MCP | Outlook email and calendar via MS Graph | JavaScript | | Microsoft 365 MCP | Full M365 suite (Outlook, OneDrive, Teams, Excel) | TypeScript | | Todoist MCP | Todoist task management | TypeScript | | Airtable MCP | Airtable base read/write | TypeScript | | Asana MCP | Asana tasks, projects, workspaces | TypeScript | | Trello MCP | Trello boards, lists, cards | TypeScript | | Coda MCP | Coda documents and tables | TypeScript |

Search & Knowledge

| Server | Description | Language | |--------|-------------|----------| | Brave Search MCP | Official Brave Search API | TypeScript | | Exa MCP | Exa AI-powered search | TypeScript | | Tavily MCP | Tavily AI search for agents | Python | | Perplexity MCP | Official Perplexity search API | TypeScript | | DuckDuckGo MCP | DuckDuckGo search with content fetching | Python | | Kagi MCP | Official Kagi search API | Python | | SerpAPI MCP | Official SerpAPI Google search results | Python | | Algolia MCP | Official Algolia search index management | Go | | Meilisearch MCP | Official Meilisearch index server | Python | | Context7 MCP | Up-to-date library documentation | TypeScript | | DeepWiki MCP | Fetch deepwiki.com repo docs as markdown | TypeScript | | Firecrawl MCP | Web scraping and crawling | TypeScript | | Apify MCP | Web scraping actors and automation | TypeScript |

Communication

| Server | Description | Language | |--------|-------------|----------| | Discord MCP | Discord bot and channel management | Python | | Telegram MCP | Telegram messaging | Python | | WhatsApp MCP | WhatsApp messaging via web client | Python | | Microsoft Teams MCP | Teams channels, messages, meetings | Python | | Matrix MCP | Matrix chat protocol server | TypeScript | | Resend MCP | Official Resend transactional email | TypeScript |

File Systems & Storage

| Server | Description | Language | |--------|-------------|----------| | Filesystem MCP | Local filesystem operations | TypeScript | | S3 Tables MCP | Official AWS S3 Tables | Python | | PDF MCP | Extract text and metadata from PDF files | TypeScript | | Box MCP | Official Box remote MCP server for enterprise content | Remote | | Dropbox Dash MCP | Official Dropbox Dash search server | Python | | OneDrive / SharePoint MCP | OneDrive and SharePoint document access | TypeScript | | IPFS MCP | IPFS pin, get, publish operations | TypeScript |

AI & ML

| Server | Description | Language | |--------|-------------|----------| | HuggingFace MCP | Official HF Hub models, datasets, Spaces | TypeScript | | OpenAI MCP | OpenAI API access | Python | | Ollama MCP | Local Ollama model management | TypeScript | | LangChain MCP Adapters | Official LangChain / LangGraph MCP bridge | Python | | LlamaCloud MCP | Official LlamaIndex Cloud index query | Python | | Replicate MCP | Official Replicate hosted MCP server | Remote | | RunAPI MCP | Model discovery, pricing lookup, task creation, and LLM chat | TypeScript | | Weights & Biases MCP | Official W&B Models + Weave | Python | | prompt-to-asset | Image generation across 30+ models via unified API | JavaScript |

Finance

| Server | Description | Language | |--------|-------------|----------| | Stripe MCP | Stripe payments and billing | TypeScript | | Coinbase MCP | Coinbase crypto trading and wallet | TypeScript | | Yahoo Finance MCP | Stock data and financial info | Python | | Financial Datasets MCP | Stock financials, prices, insider trades | Python | | Financial Modeling Prep MCP | FMP market data and fundamentals | TypeScript | | Alpaca MCP | Official Alpaca stocks / ETF / crypto trading | Python | | QuickBooks MCP | Official Intuit QuickBooks Online | TypeScript | | Square MCP | Official Square payments and commerce | TypeScript | | Ramp MCP | Official Ramp corporate cards + expenses |

…

Source & license

This open-source MCP server is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Sagargupta16
• Source: Sagargupta16/awesome-mcp-servers
• License: CC0-1.0
• Homepage: https://github.com/Sagargupta16/awesome-mcp-servers#readme

Install and usage instructions live in the source repository linked above.