MCP Servers

Full git MCP server for LLM agents: 17 tools, AST annotator, auto-backups, real plumbing

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Forums

basehub-ai

Ask any GitHub repository a question. Get source-backed answers.

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Gerrit Review MCP Server

cayirtepeomer

This MCP server provides integration with Gerrit code review system, allowing AI assistants to review code changes and their details through a simple interface.

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AIO-MCP Server

athapong

All-in-one MCP server with AI search, RAG, and multi-service integrations (GitLab/Jira/Confluence/YouTube) for AI-enhanced development workflows. Fork from https://github.com/nguyenvanduocit/all-in-one-model-context-protocol

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selvage

selvage-lab

LLM-based code review MCP server with AST-powered smart context extraction

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Code Review Server

crazyrabbitLTC

A MCP server for code reviews

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GitHub to MCP Converter

nirholas

Convert any GitHub repo to MCP server: automatic tool generation, API wrap

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GitHub Repo MCP

Ryan0204

Model Context Protocol server for Github Repo // Reading Github Repo

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Github Projects Mcp Server

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.

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Grasp — Code Architecture & Dependency Analysis

ashfordeOU

Codebase analysis: dependency graphs, security scanning, and refactor plans for GitHub and GitLab

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DiffSense

GoldenSupremeSaltedFish

MR/PR risk audit MCP server: semantic diff + rule engine, strict read-only. Run as image or pip

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Reado

WatermelonBros

Your code review comments from Reado, the read-first IDE, as context and tools for your agent

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Bitbucket MCP Server

pdogra1299

MCP server for interacting with Bitbucket API

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GitHub Enterprise MCP Server

ddukbg

GitHub Enterprise MCP server

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GitHub Enterprise MCP Server

containerelic

GitHub Enterprise MCP server

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MCP Perforce Server

Cocoon-AI

MCP Perforce Server

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Beadhive

beadhive

Manage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp

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gitcontribute

morluto

Local-first GitHub contribution research workbench

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Jira Context MCP

rahulthedevil

MCP server to provide Jira Tickets information to AI coding agents like Cursor.

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Jira communication server MCP Server

KS-GEN-AI

A test of Jira MCP server.

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n3mo

RajX-dev

N3MO: Code intelligence engine mapping repositories into queryable symbol graphs

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GitHub Mapper MCP Server

dazeb

MCP GitHub Mapper is a MCP tool that will map any repository remotely and import the map directly into your code editor.

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Oss Autopilot

costajohnt

Open source contribution manager with PR tracking across repos, issue discovery, CI

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rag-rat

cq27-dev

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents

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RepoPilot

MykytaStel

Local, deterministic review of Git changes: weakened tests and CI gates, risky flows, blast radius

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Github Mcp Server Review Tools

wjessup

Extended GitHub MCP Server with additional tools for pull request review comment functionality

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GitHub Repos Manager MCP Server

kurdin

MCP server that enables your MCP client (e.g., Claude Desktop, Roo Code, etc.) to interact with GitHub repositories using your GitHub personal access token.

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UIThub MCP Server

janwilmake

Simple MCP server for uithub.com

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neverinfamous-memory-journal-mcp

smithery.ai

A MCP server built for developers enabling Git based project management with project and personal…

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OctoCounts MCP Server

huanglizhuo

Analyze and compare public GitHub repo line counts (SLOC) via OctoCounts, from any MCP client

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Instagit - Let Your Agents Instantly Understand Any Github Repo

instalabsai

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

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memory-journal-mcp

neverinfamous

Developer journal with knowledge graphs, relationships, Git context, and semantic search

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Dolt Mcp

dolthub

The MCP server for Dolt databases

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Ekbasis

OpenInterpretability

Foresee what git commands and multi-step changes will do, as calibrated probabilities

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repo-template

loonghao

A Model Context Protocol (MCP) server for Python package intelligence, providing structured queries for PyPI packages and GitHub repositories. Features include dependency analysis, version tracking, and package metadata retrieval for LLM interactions

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uploads.sh

uploads.sh

Host files from coding agents; stage on a branch and attach to GitHub PRs

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CommitLore

MongLong0214

Git-native decision memory for coding agents: only the decisions still in force for the edited path

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GitLab MCP Server Extension for Zed

akbxr

GitLab MCP Server Extension for Zed

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UVCS MCP

ProAnima

Safe Plastic SCM / Unity Version Control MCP: history, review, merge preview, and guarded writes

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Linear Remote MCP server

martinsione

Remote Model Context Protocol (MCP) server for Linear.

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GitHub Notifications MCP Server

mcollina

An MCP server for the GitHub notifications API for OSS maintainers.

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🚦 Branch-Thinking MCP Tool

ssdeanx

Branch-Thinking MCP Tool - A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

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frontend-review-mcp

ZukAi-MCP

A crypto currency wallet backed by common-blockchain

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Github Second Brain

BaoNguyen09

Providing tools to AI to explore github codebase like agent

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MCP Commit Story: Your Engineering Journey, Remembered

wiggitywhitney

mcp-commit-story is a Model Context Protocol (MCP) server designed to capture and generate engineering journal entries within a code repository. The journal captures technical progress, decision-making context, and emotional tone, with the goal of producing content that can later

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MCP Server to Auto commit changes 🛠️

jatinsandilya

An MCP server that auto commits changes and creates commit message in the form of conventional commits (https://www.conventionalcommits.org/en/v1.0.0/)

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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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Linear MCP Server Extension for Zed

LoamStudios

Linear MCP server extension for Zed

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Gitcode

gitcode-org-com

Gitcode MCP Server is an implementation of the Model Context Protocol (MCP) service released by Gitcode, designed to deeply integrate AI assistants into code management workflows through a standardized protocol. It allows developers to directly operate code repository resources through AI coding tools such as Cursor and Windsurf, enabling intelligent development collaboration

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OSSInsight MCP Server

damonxue

An MCP server based on OSSInsight.io, providing data analysis for GitHub individuals and repositories, as well as in-depth insights into the open source ecosystem.

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mergewarden

sjh9714

Check whether a coding agent's changes stayed inside the scope it was given

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Sourcegraph MCP Server

sourcegraph

Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search

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Yellhorn MCP

msnidal

Yellhorn offers MCP tools to publish detailed workplans as GitHub issues with entire-codebase reasoning and to review diffs against them

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GitHub GraphQL MCP Server

QuentinCody

No description yet

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GoDevMCP

fpt

A MCP server for Golang development

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Vynix MCP Server : AI-Powered Website Feedback & Bug Reporting

UseVynix

AI-powered website feedback, visual bug reporting, and website annotation MCP server. Connect AI coding assistants to Vynix to capture website feedback, create GitHub issues, access project data, and automate developer workflows.

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MIST - Model Intelligence System for Tasks

CLoaKY233

MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication

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Gitingest MCP Server

narumiruna

No description yet

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Linear MCP Server

geropl

linear MCP server based on mcp-go

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Linear Regression MCP

HeetVekariya

MCP server for training Linear Regression Model