Model Context Protocol

An open protocol enabling seamless integration between LLM applications and external tools

What is MCP?

The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. It provides a standardized way to connect LLMs with the context they need, whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows.

What are MCP Servers?

MCP Servers are lightweight programs that each expose specific capabilities through the standardized Model Context Protocol. These servers act as bridges between LLM applications and various tools or data sources, making it easy to extend AI functionality in a standardized way.

Featured Servers

Filesystem

Secure file operations with configurable access controls

GitHub

Repository management, file operations, and GitHub API integration

GitLab

GitLab API, enabling project management

Git

Tools to read, search, and manipulate Git repositories

Google Drive

File access and search capabilities for Google Drive

PostgreSQL

Read-only database access with schema inspection

SQLite

Database interaction and business intelligence capabilities

Slack

Channel management and messaging capabilities

Sentry

Retrieving and analyzing issues from Sentry.io

Memory

Knowledge graph-based persistent memory system

Puppeteer

Browser automation and web scraping

Brave Search

Web and local search using Brave's Search API

Google Maps

Location services, directions, and place details

Fetch

Web content fetching and conversion for efficient LLM usage

Official Integrations

Browserbase

Automate browser interactions in the cloud

Cloudflare

Deploy, configure & interrogate your resources on the Cloudflare developer platform

Raygun

Interact with your crash reporting and real using monitoring data on your Raygun account

E2B

Run code in secure sandboxes hosted by E2B

Neon

Interact with the Neon serverless Postgres platform

Tinybird

Interact with Tinybird serverless ClickHouse platform

Search1API

One API for Search, Crawling, and Sitemaps

Qdrant

Implement semantic memory layer on top of the Qdrant vector search engine

Obsidian

Read and search through your Obsidian vault or any directory containing Markdown notes

Community Servers

MCP Installer

This server is a server that installs other MCP servers for you

Spotify MCP

This MCP allows an LLM to play and use Spotify

Inoyu

Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles

Snowflake

This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations

MySQL

MySQL database integration with configurable access controls and schema inspection

MSSQL

MSSQL database integration with configurable access controls and schema inspection

BigQuery

Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

Todoist

Interact with Todoist to manage your tasks

Tavily search

An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions

Linear

Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues

Playwright MCP

This MCP Server will help you run browser automation and webscraping using Playwright

AWS

Perform operations on your AWS resources using an LLM

LlamaCloud

Integrate the data stored in a managed index on LlamaCloud

Any Chat Completions

Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more

Windows CLI

MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells

OpenRPC

Interact with and discover JSON-RPC APIs via OpenRPC

FireCrawl

Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting

AlphaVantage

MCP server for stock market data API AlphaVantage

Docker

Integrate with Docker to manage containers, images, volumes, and networks

Kubernetes

Connect to Kubernetes cluster and manage pods, deployments, and services

OpenAPI

Interact with OpenAPI APIs

Pandoc

MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, and plain text, with other formats like PDF, csv and docx in development

HuggingFace Spaces

Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration

ChatSum

Query and Summarize chat messages with LLM