What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Discover awesome MCP servers.
JoshuaRL
This project takes a number of MCP servers from GitHub locations, packages them together with this repo's GHCR container, and launches them with docker-compose to run as a stack for ML/AI resources.
InfinitIQ-Tech
MCP Server for handling Jira issues
MankowskiNick
A Model-Context-Protocol(MCP) server to allow Claude desktop to create Jira tickets.
samwang0723
MCP server for Atlassian (Confluence & Jira)
tbreeding
Jira MCP Server
ZephyrDeng
saidsef
A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface
loglmhq
MCP server for interacting with a github repo
skydeckai
Bring github repos into context using this mcp server
devopsier
A GitHub Actions integration powered by the MCP. This server exposes structured tools to manage GitHub issues, pull requests, and repositories through natural language interfaces and autonomous agents.
ParasSolanki
A model context protocol server for GitHub API
gourav221b
An MCP server with typescript for github PR analysis
fenxer
Get reviews from Steam store
skspade
A repository for MCP server to connect to Linear
kopiloto
kopiloto
metoro-io
An unofficial implementation of an mcp server for github in go. Used internally at Metoro.
ofershap
MCP server for GitHub Actions — view runs, read logs, re-run jobs, trigger workflows
Aarul5
AI-powered Jira CLI and MCP server for humans and agents manage issues, sprints, boards with interactive wizards, multi-provider AI (OpenAI/Gemini/Anthropic), and an 14-tool MCP server for AI assistants
piyushgIITian
MCP Server for the GitHub Enterprise APIs, enabling file operations, repository management, search functionality, and more.
fkesheh
An MCP server compatible with Jira V2 and V3 api and custom fields
DocNR
A Model Context Protocol (MCP) server for analyzing code repositories with special tools for the Nostr protocol and NDK.
DocNR
MCP server for efficient Git repository exploration with advanced caching. Search code patterns across multiple repositories, manage reference codebases, and analyze patterns with 95%+ performance improvements. Integrates with Claude AI via desktop app or VSCode extension. Config
ParasSolanki
A model context protocol server for Jira API
SoorajChandran
MCP to talk to Jira from cursor
Photosynth-inc
gitlabでレビュー用のMCP Server
lvzhengbin
GitLab MCP(Model Context Protocol) Server, Can be used to do AI automated analysis of CodeReview
emmett-deen
Connect Claude to Linear project management systems. Retrieve, create, and manage issues and projects seamlessly.
SLineroDev
A powerful Model Context Protocol (MCP) toolkit for GitHub releases management. This server provides comprehensive tools for accessing, comparing, and analyzing GitHub repository releases with rich formatting and detailed information.
melythemev
This repository provides a robust MCP (Model Context Protocol), A2A server, enabling advanced file operations, repository management, and search. It features modular integrations for token analytics and social sentiment analysis, making it ideal for developers and analysts seekin
shaileshahuja
MCP server that fetches GitHub Pull Request comments
ingfcetina
Repositorio con la información de la charla sobre agentes, ia y mcp-servers para econova
JaviMaligno
MCP server for Bitbucket API operations
renantrendt
A Model Context Protocol (MCP) server for interacting with GitHub
dvcrn
a (working!) MCP server for accessing Linear with multiple workspaces support
DanielAvdar
cpropster
MCP server for Linear integration
samuelrizzo
kablewy
Robust, production tested MCP Server for linear (API)
petrsovadina
MCP server for integrating Atlassian products (Confluence, Jira) with Model Context Protocol
Mr-House
shanksxz
GitHub context server for AI models. Fetch files, structure, filter, and more.
ceshine
An MCP server that offers several commands to generate prompts based on the Git repository's content
piatra-automation
Improved implementation of Anthropic's modelcontextprotocol/servers Gitlab MCP server
anupj
An example to demonstrate how to build and run an MCP server
TheRealChrisThomas
Gitlab MCP Server
larryhudson
StudyForZX
Interfact with VolcEngine TLS APIs.
ManiKsi
NoxFr
magarcia
A Model Context Protocol (MCP) server for the Linear API
maximepeabody
A really simple MCP server for Jira, which uses docker for easy deployment.
dev-leva1
JavaTheHutt1
MCP Server for GitHub
jtrim
Linear API MCP server for LLM integration
ProCreations-Official
A Model Context Protocol (MCP) server that provides GitHub integration for AI assistants like Claude. Now supports Anthropic Integrations for remote connectivity!
OneofGods
Test repository for MCP GitLab server validation
benjamine
JavaProgrammerLB
wricardo
MCP server to interact with a git repository
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.