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G

Github

leizhiyuan

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AN

Automatelab N8n

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.

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mermaid-preview-mcp

jptrainers

MCP server for previewing Mermaid diagrams with syntax error handling. Supports GitHub repository visualization.

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MCP-DOCKER-Atlassian

shane-reaume

MCP Server that runs on Docker with connect to Atlassian.

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HM

Https://github.com/kzino/vorim Mcp Server

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

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mcp_repo_9ebf5242

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

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测试

shupan

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GM

Gitkraken Mcp

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

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MCP GitHub Integration

ElsayedAhmed19

Connect MCP Github server

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BM

Bitbucket MCP Server by CData

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

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GitLab MCP Server

pci-frontend

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CR

Context Repo Mcp Server

gitmaxd

*One workspace for your prompts, documents, and collections — accessible from every AI client you use.*

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FS

Fake Star Audit

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

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Jira MCP Server

MCP-Mirror

Mirror of

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GitHub MCP Server

PoliTwit1984

An MCP server that enables natural language commands for managing GitHub repositories

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Git Forensics MCP

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.

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GitLab-MCP-Server

MCP-Mirror

Mirror of

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GitHub MCP Server

yamagai

GitHub MCP Server (SSE)

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MCP Bitbucket Python 🦊

Kallows

Bitbucket MCP Server Implementation in Python

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mcp_repo_e2769bdc

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

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MCP Server for JIRA

MCP-Mirror

Mirror of

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mcp-atlassian-server

bdwyertech

Go port of sooperset/mcp-atlassian

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GitHub Models Helper MCP Server

michaelwybraniec

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GitHub MCP Server

loidodev

A Model Context Protocol server for GitHub integration

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SG

Server Github MCP (PR Comment)

195440

what is GitHub MCP Server?

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Jira MCP Server

AzamMehr

MCP server for JIRA

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JM

Jira MCP

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.

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GitHub MCP (Model Context Protocol) server

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.

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mcp-coding-mr

yankeguo

A simple MCP server for CODING MR API

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test-repo

vishalkarmalkar

A test repository created using the GitHub MCP server

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Git Jira 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。

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mcp_client_server_demo_repo

leoleils

mcp demo repo

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Jira Requester MCP Server

scho-to

MCP Server using Jira Client v2 to handle Jira Issues

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Bitbucket Server MCP

MCP-Mirror

Mirror of

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Model Context Protocol (MCP) Tools

oghenetejiriorukpegmail

A test repository created using the GitHub MCP server

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GitHub MCP Server

AriesBerries

An MCP server implementation for GitHub

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GitHub MCP Server

marvelouscypherman

MCP server for using the GitHub API

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MCP Server Talk Repository

SwonVIP

Tech Talk about MCP servers

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GitHub MCP Server - Local Docker Setup

shesadri

Local Docker setup for GitHub MCP Server with docker-compose

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github-mcp-server

vinodkumargr

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github-mcp-server-http

wasaga

GitHub MCP server over HTTP transport

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MCP Test Repository

klarkenolofsson

Ett testrepository skapat via GitHub MCP-server

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Atlassian Bitbucket MCP Server

guenichone

Atliassian Bitbucket MCP Server for self hosted bitbucket server

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PR Intent Checker GitHub Action (MCP Server Packaged)

kevinjcwu

PR Intent Checker action with packaged MCP server

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JD

Json diff

YohanLiu

json diff tool based on Model Context Protocol (MCP)

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GitHub MCP Server Setup Guide

sonadukane18

Experimental MCP Server created via Github-MCP integration.

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D

Dsfds

melisource

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Mcp Github

HaritsAcheiz

Code to integrate n8n with github mcp server

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Jira MCP Server

MCP-Mirror

Mirror of

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GR

GitHub Repository Analytics MCP Server

npmjs

GitHub Repository Analytics MCP Server

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Server Yuque.git

Wenrh2004

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Github MCP Server Demo

jatinnahar15

Repository created via custom MCP Python server

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zero-mcp-github

zhoushuguang

github mcp server built on go-zero mcp capabilities

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agoda-review-mcp

birariro

MCP server for find agoda hotel reviews

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Documentation

sumitsatapathy

A repository for testing MCP servers

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mcp_repo9756c6c7-ee07-4f3a-ada4-f6e2705daa02

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

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git-mcp

wricardo

MCP server to interact with a git repository

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This package has been merged into official repo, please use the official repo instead.

ai-zerolab

MCP server for pymupdf4llm, best pdf2md for LLM

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JIRA MCP Server 🚀

karolswdev

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GitLab MCP Server (noqta-gitlab-server)

nooqta

MCP Server for interacting with the GitLab API

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Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

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.

2

How do I install an MCP server?

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.

3

Are MCP servers free to use?

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.

4

What is the difference between local and remote MCP servers?

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.

5

Which AI clients can connect to MCP servers?

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.

6

How can I evaluate whether an MCP server is safe and reliable?

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.