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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
emrum01
GitHub APIを使用したModel Context Protocolサーバーの実装
lileeei
Git tool integration library for the Model Context Protocol (MCP).
MCP-Mirror
Mirror of
Creodot
✈ MCP For Plane.so
calumjs
🔍 A Model Context Protocol (MCP) server that provides semantic search capabilities for GitHub repository issues using FAISS and OpenAI embeddings. Perfect for developers who want to quickly find relevant issues, bug reports, and discussions across GitHub repositories using natur
adamjbird2
MCP server that integrates Confluence and Jira
AlexKissiJr
wn01011
pr 분석을 좀 더 편하게 하고자 미리 작성해주는 mcp 서버입니다.
ahmaxdev
AI Git workflow MCP server. Generates conventional commit messages, branch names, PR descriptions, and manages work streams (wip, hotfix, review, experiment). Works with Cursor, Claude Desktop, Claude Code, Windsurf, and VS Code. Install: pip install gitrama-mcp
ofershap
idletoaster
Cross-platform NPX-wrappable GitHub MCP Server for Windows, Linux, and macOS. No Docker required!
riponcm
Local-first memory and judgment layer for AI coding agents. Captures issues, failed attempts, fixes, and decisions in readable Markdown + JSONL, re-injects them into future sessions, and warns at git commit before you repeat a mistake. 14 tools, works with Claude, Cursor, Antigra
JYf12
Repository for testing MCP GitHub server capabilities
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
SaiKrishnaReddy-Signant
Sample repository created via MCP server automation.
pgupta1795
OrenGrinker
A comprehensive, production-ready Model Context Protocol (MCP) server for seamless Jira Cloud integration. This enhanced version provides advanced features, robust error handling, and extensive tooling for AI agents, automation systems, and custom applications.
dvcrn
jalaj-pandey
A dedicated MCP (Model Context Protocol) tool for github, The MCP (Model Context Protocol) Tool for GitHub is a Python-based solution designed to help manage and track machine learning model context directly within GitHub repositories.
bdwyertech
Go port of sooperset/mcp-atlassian
michaelwybraniec
loidodev
A Model Context Protocol server for GitHub integration
195440
what is GitHub MCP Server?
vipink1203
A powerful Model Context Protocol (MCP) server for GitHub Enterprise that enables AI agents to access and manage enterprise users, organizations, and licenses.
Jira-MCP
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Connect AI assistants like Claude, Cursor AI, and others directly to your Jira projects, issues, and workflows.
zhoushuguang
github mcp server built on go-zero mcp capabilities
ualUsham
This is a GitHub MCP server designed to enable MCP-compatible LLMs, such as Claude, to communicate with my MCP server and interact with the GitHub API.
asdqwsadq
marvelouscypherman
MCP server for using the GitHub API
y-hirakaw
A minimal MCP (Model Context Protocol) server for interacting with GitHub pull requests.
scho-to
MCP Server using Jira Client v2 to handle Jira Issues
dagron78
A demo repository for testing the GitHub MCP server
bmeyer99
kl63
A Python MCP server template for building custom tool providers
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
OneofGods
Configuration, adapters, and troubleshooting tools for GitLab MCP server implementation
hightemp
MCP server for working with GitHub repository via API.
shibdad
Jongryong
Jira Weekly Reporter MCP Server
SwonVIP
Tech Talk about MCP servers
chuan-khuna
a simple mcp server for querying jira tasks
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Bitbucket (beta): https://www.cdata.com/download/download.aspx?sku=KJZK-V&type=beta
shupan
avarant
mcp server for github dependabot
greenmtnsun
When your AI runs git through a shell, it reads back raw command output — hundreds of tokens of noise to extract one piece of information. GitEasy MCP returns structured data: branch names, changed files, commit history — exactly what your AI needs, nothing extra. The same git op
cbruyndoncx
MCP Servers focused collection of repo's (using git-subrepo for easy updating --ALL)
Ghraven
tangochuy
Arclio
A Model Context Protocol (MCP) server that provides tools for managing GitHub Projects V2. This server uses the GitHub GraphQL API for interacting with GitHub Projects V2 for project board management and tracking tickets/issues.
abdelhak-devops
A repository for MCP on Fire with a beautiful README about GitHub MCP server.
Wenrh2004
nooqta
MCP Server for interacting with the GitLab API
rafliruslan
MCP server for Bitbucket integration
zaidongy
A Model Context Protocol server implementation for GitHub
PoliTwit1984
An MCP server that enables natural language commands for managing GitHub repositories
x51xxx
A TypeScript implementation of an MCP server that provides GitHub repository information including file content, directory structure, and other metadata for MCP clients.
jmiedzinski
Simple MCP server for fetching the remote git repository content as a structured text file
ryanbrito
Rafiza115
MCP-Mirror
Mirror of
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.