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.
leizhiyuan
ratamaha-git
Generate n8n workflow JSON (including LangChain AI agents), scaffold custom TypeScript nodes, and lint workflows for missing credentials, deprecated types, and broken connections.
jptrainers
MCP server for previewing Mermaid diagrams with syntax error handling. Supports GitHub repository visualization.
shane-reaume
MCP Server that runs on Docker with connect to Atlassian.
Kzino
AI agent identity, permissions, trust scores, and tamper-evident audit trails. 17 MCP tools: register agents (Ed25519 keypairs), check permissions (sub-5ms), emit audit events, verify trust scores (0-100), delegate credentials, ephemeral agents. IETF Internet-Draft filed. Works w
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
shupan
gitkraken
The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software sui
ElsayedAhmed19
Connect MCP Github server
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
pci-frontend
gitmaxd
*One workspace for your prompts, documents, and collections — accessible from every AI client you use.*
Armada735
Audits a GitHub repository's stargazers for signs of fake-star injection across five deterministic axes (burst, suffix-farm, sequential-id cluster, same-second cluster, inter-star gap regularity) over two windows (oldest 100 + newest 30), plus extended signals. Returns LOW / MEDI
MCP-Mirror
Mirror of
PoliTwit1984
An MCP server that enables natural language commands for managing GitHub repositories
davidorex
An MCP server for deep git repository investigation and analysis. Provides detailed insights into repository history, branch relationships, and development patterns, focusing solely on git repository analysis rather than general GitHub or git operation.
MCP-Mirror
Mirror of
yamagai
GitHub MCP Server (SSE)
Kallows
Bitbucket MCP Server Implementation in Python
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
MCP-Mirror
Mirror of
bdwyertech
Go port of sooperset/mcp-atlassian
michaelwybraniec
loidodev
A Model Context Protocol server for GitHub integration
195440
what is GitHub MCP Server?
AzamMehr
MCP server for JIRA
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.
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.
yankeguo
A simple MCP server for CODING MR API
vishalkarmalkar
A test repository created using the GitHub MCP server
1pone
这是一个用于获取 Jira 需求信息的 MCP 服务器,基于当前 Git 分支名自动获取对应的 Jira 需求详情。
leoleils
mcp demo repo
scho-to
MCP Server using Jira Client v2 to handle Jira Issues
MCP-Mirror
Mirror of
oghenetejiriorukpegmail
A test repository created using the GitHub MCP server
AriesBerries
An MCP server implementation for GitHub
marvelouscypherman
MCP server for using the GitHub API
SwonVIP
Tech Talk about MCP servers
shesadri
Local Docker setup for GitHub MCP Server with docker-compose
vinodkumargr
wasaga
GitHub MCP server over HTTP transport
klarkenolofsson
Ett testrepository skapat via GitHub MCP-server
guenichone
Atliassian Bitbucket MCP Server for self hosted bitbucket server
kevinjcwu
PR Intent Checker action with packaged MCP server
YohanLiu
json diff tool based on Model Context Protocol (MCP)
sonadukane18
Experimental MCP Server created via Github-MCP integration.
melisource
HaritsAcheiz
Code to integrate n8n with github mcp server
MCP-Mirror
Mirror of
npmjs
GitHub Repository Analytics MCP Server
Wenrh2004
jatinnahar15
Repository created via custom MCP Python server
zhoushuguang
github mcp server built on go-zero mcp capabilities
birariro
MCP server for find agoda hotel reviews
sumitsatapathy
A repository for testing MCP servers
sanskarmk
This is a test repository created by test script of MCP Server for GitHub
wricardo
MCP server to interact with a git repository
ai-zerolab
MCP server for pymupdf4llm, best pdf2md for LLM
karolswdev
nooqta
MCP Server for interacting with the GitLab API
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.