idosal/git-mcp

F

FastMCP

Various

🚀 The fast, Pythonic way to build MCP servers and clients.

L

luiacuaniello/perspectivegraph

Various

Finds the reachable paths from internet exposure, through excessive privilege, to a sensitive asset, by correlating the scanners you already run into one live graph of your environ

A

adhikasp/mcp-git-ingest

Various

A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files.

A

AperionAI/shield

Various

Local guardrails for AI coding agents. Wraps any MCP server and blocks destructive tool calls — DROP TABLE, rm -rf, force-push, unscoped UPDATE/DELETE — before they execute. Free,

A

appcreationsca/bumpguard-mcp

Various

Guard your dependency bumps: an MCP server that tells your AI agent which parts of YOUR code break when you upgrade a dependency, and verifies AI-written code against the installed

A

ashlesh-t/cognirepo

Various

Local cognitive infrastructure for AI coding agents — semantic memory, repository intelligence, and MCP tools to reduce token usage.

A

avisangle/jenkins-mcp-server

Various

An MCP server for interacting with a Jenkins server. Allows you to trigger jobs, check build statuses, and manage your Jenkins instance through MCP.

B

baodq06/memocall

Various

An MCP server that lets Claude Code recall past conversations from any project, as clean compact Markdown.

B

blinkingbit-oss/execkit

Various

Stateful, structured, safe command execution for AI agents - over local shells, SSH, and Docker.

B

buildkite/buildkite-mcp-server

Various

Official MCP Server for Buildkite.

B

bvisible/mcp-ssh-manager

Various

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

C

CircleCI/mcp-server-circleci

Various

A specialized server implementation for the Model Context Protocol (MCP) designed to integrate with CircleCI's development workflow. This project serves as a bridge between CircleC

C

corralimited/snapdiff-mcp

Various

Standalone MCP server for SnapDiff

D

danmartuszewski/hop

Various

Fast, elegant SSH connection manager with a TUI dashboard and MCP server

D

delimit-ai/delimit

Various

Govern AI coding across Claude Code, Codex, Cursor, and Gemini CLI. Breaking-change detection, deploy gates, and multi-model consensus — delivered as MCP server, CLI, and GitHub Ac

D

deslay1/amendor-mcp

Various

Connect your coding agent to Amendor. Pulls change requests into your agent so it builds them and opens PRs.

D

DeusData/codebase-memory-mcp

Various

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.

D

DigiCatalyst-Systems/dep-diff-mcp

Various

MCP server that reads dependency changelogs and tells you what's risky in an upgrade.

E

eliottreich/taskbounty-mcp-server

Various

MCP server for TaskBounty. Post AI-fixable bug bounties or pick them up. Funded in USD via Stripe, paid in USDC, ETH, or BTC.

E

ellmos-ai/ellmos-codecommander-mcp

Various

Developer-focused MCP server with 17 tools for code analysis, JSON repair, import management, Markdown export, diffs and regex testing

E

emiliaprotocol/emilia-protocol

Various

EMILIA Protocol — Trust enforcement for high-risk actions. Open protocol for pre-action binding, policy-bound verification, one-time consumption, and accountable human signoff.

F

faizbawa/mcp-remote-ssh

Various

MCP server for remote SSH operations -- persistent sessions, structured command execution, SFTP file transfer, and port forwarding for AI agents.

F

ferodrigop/forge

Various

Terminal MCP server for AI coding agents — spawn, manage, and monitor PTY sessions via the Model Context Protocol

G

geondongkim/geond-agent-protocol

Various

Local-first MCP server for shared memory, reservations, handoffs, and review evidence across AI coding agents.

G

GistPad-MCP

Various

📓 An MCP server for managing your personal knowledge, daily notes, and re-usable prompts via GitHub Gists

G

gitkraken/gk-cli

Various

GitKraken CLI Releases and Documentation

G

GittyBurstein/mermaid-mcp-server

Various

MCP server for generating Mermaid diagrams from projects (local/GitHub) and rendering via Kroki.

G

GLips/Figma-Context-MCP

Various

MCP server to provide Figma layout information to AI coding agents like Cursor

G

gorosun/unified-diff-mcp

Various

📇 🏠 - Generate and visualize unified diff comparisons with beautiful HTML/PNG output, supporting side-by-side and line-by-line views for filesystem dry-run integration

H

HasanJahidul/localhost-mcp

Various

MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000.

H

hashicorp/terraform-mcp-server

Various

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) developm

H

hloiseaufcms/mcp-gopls

Various

Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, tests, coverage, and tooling.

I

idapixl/algora-mcp-server

Various

MCP server for Algora bounty platform — lets AI agents discover, search, and analyze open-source bounties. 5 tools, no API key needed.

I

IlyaGulya/gradle-mcp-server

Various

A Model Context Protocol (MCP) server to enable AI tools to interact with Gradle projects programmatically.

I

infai-tech/vulnfeed-mcp

Various

Dependency vulnerability monitoring MCP server — knows your lockfile, prioritizes by EPSS, recommends fix versions.

J

jarvisassistantux/loopsense

Various

LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file s

K

kage-core/Kage

Various

Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives i

K

kopfrechner/gitlab-mr-mcp

Various

Interact seamlessly with GitLab repositories to manage merge requests and issues. Fetch details, add comments, and streamline your code review process with ease.

M

mark3labs/mcp-filesystem-server

Various

Go server implementing Model Context Protocol (MCP) for filesystem operations.

M

masondelan/selvedge

Various

Long-term memory for AI-coded codebases. A git blame for AI agents — but for the why. MCP server that captures the agent's reasoning live, in context, as each change is made. Local

FM

Filesystem MCP Server

Anthropic (reference implementation)

Reference MCP server for local filesystem access. The example everyone copies first.

SM

Sentry MCP Server

Sentry

Official Sentry MCP. Pipe errors, performance issues, and releases to your agent so it can fix them.

M

MerabyLabs/promptarchitect-mcp

Various

📇 ☁️ 🍎 🪟 🐧 - Workspace-aware prompt engineering. Refines, analyzes and generates prompts based on your project's tech stack, dependencies and context. Free to use.

M

micl2e2/code-to-tree

Various

A runtime-free MCP server that converts source code into AST🌲, regardless of language.

M

mikusnuz/npm-mcp

Various

MCP server for npm package management — 32 tools for publish, install, audit, search, security & more

M

mobb-dev/mobb-vibe-shield-mcp

Various

Automatic security vulnerability remediation for your code.

M

mrostamii/rancher-mcp-server

Various

Model Context Protocol (MCP) server for the Rancher ecosystem: multi-cluster Kubernetes, Harvester HCI (VMs, storage, networks), and Fleet GitOps.

M

muhannad-hash/git-context-mcp

Various

MCP server that answers why code exists - git blame, PR descriptions, and linked issues

N

neilberkman/editorconfig_mcp

Various

📇 🏠 - Formats files using `.editorconfig` rules, acting as a proactive formatting gatekeeper to ensure AI-generated code adheres to project-specific formatting standards from the

O

ofershap/mcp-server-github-actions

Various

MCP server for GitHub Actions — view runs, read logs, re-run jobs, trigger workflows

O

opslevel/opslevel-mcp

Various

Model Context Protocol (MCP) server for OpsLevel

O

oraios/serena

Various

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

O

osinmv/funciton-lookup-mcp

Various

MCP server for AI agents to lookup function signatures from any API. Uses SQLite and universal ctags to index source files across multiple languages (Python, C, Go, C++, JS, Rust,

P

PhpCodeArcheology/PhpCodeArcheology

Various

PHP static analysis for architecture & maintainability — 60+ metrics, complexity analysis, dependency graphs, git churn hotspots, and AI-ready MCP server. Alternative to PHPMetrics

P

phuongrealmax/code-guardian

Various

Code Guardian Studio – AI-powered code refactor engine for large repositories, built on Claude Code + MCP.

Q

QuentinCody/github-graphql-mcp-server

Various

🐍 ☁️ - Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enabling more powerful and flexible queries for repository data, issues, pull requests, and other

R

r-huijts/xcode-mcp-server

Various

MCP Server implementation for Xcode integration

R

runyourempire/4DA

Various

Privacy-first developer intelligence — surfaces what matters from the noise

S

selvage-lab/selvage

Various

🐍 🏠 - LLM-based code review MCP server with AST-powered smart context extraction. Supports Claude, GPT, Gemini, and 20+ models via OpenRouter.

S

shyshlakov/pci-dss-mcp

Various

Narrow-and-deep PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server

S

Startvest-LLC/idealift-mcp-server

Various

IdeaLift MCP Server - Decision intelligence for AI assistants. Captures product feedback, tracks decisions, and manages your backlog via Model Context Protocol.

S

stfade/moth

Various

A debugging workflow plugin for AI coding agents. Turns terminal failures into source-backed fixes via MCP and structured skills.

S

subelsky/bundler_mcp

Various

A Model Context Protocol (MCP) server enabling AI agents to query information about gems in a Ruby project's Gemfile, including source code and metadata.

T

Tiberriver256/mcp-server-azure-devops

Various

An MCP server for Azure DevOps

T

tosin2013/mcp-adr-analysis-server

Various

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

T

ttommyth/interactive-mcp

Various

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

V

vezlo/src-to-kb

Various

Convert source code to LLM ready knowledge base

W

wkoverfield/quilt

Various

Tracks which agent wrote which lines when multiple AI agents share one Git checkout.

W

wonderwhy-er/DesktopCommanderMCP

Various

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

W

wooxogh/adr-mcp-setup

Various

wooxogh/adr-mcp-setup — indexed from awesome-mcp-servers-punkpeye

X

x51xxx/copilot-mcp-server

Various

MCP server for GitHub Copilot CLI integration

X

xcodebuild

Various

MCP tool for building Xcode iOS workspace/project and feeding back error to LLMs.

X

xxczaki/local-history-mcp

Various

📇 🏠 🍎 🪟 🐧 - MCP server for accessing VS Code/Cursor Local History

Y

YuliiaKovalova/dotnet-template-mcp

Various

MCP server wrapping the .NET Template Engine for AI-driven template discovery, inspection, and instantiation

A

alebgl77/ftp-deploy-mcp

Various

MCP server for safe FTP, FTPS and SFTP deployment with path isolation, read-only mode and dry runs.

D

djerok/glm-mcp

Various

GLM (Zhipu/Z.ai) as a cheap, full-capability subagent for the Claude Code app — works on a subscription Claude (no API key for the main agent), auto-routes between Opus and GLM, fi

D

Doucs91/hivelore

Various

Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks

F

FROWNINGdev/django-orm-lens

Various

Free, MIT alternative to paid Django schema review. Blast radius on every PR, schema drift, N+1 across functions, ER diagrams, MCP server. No DB, no Django boot, no Pro tier.

G

githunt-agent/githunt-mcp

Various

MCP server for GitHunt - search, rank, and analyze GitHub developers from Claude, Cursor, or any MCP client

I

ihorponom/agentpack

Various

Local task-state ledger for AI coding agents. Preserve decisions, source conclusions, evidence, and checkpoints across Codex, Claude Code, Cursor, and other MCP clients.

J

jayasukuv11-beep/agenthelm

Various

Shared, versioned memory for AI coding agents — MCP server with git-style history (log/diff/blame) for Claude Code, Cursor & Claude Desktop

L

leesgit/passbaton

Various

Session continuity for AI coding agents — your agent picks up where it left off. Persistent memory for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db: auto

M

mickelsamuel/migrationpilot

Various

PostgreSQL migration linter. Blocks unsafe migrations before merge: 112 rules, the real Postgres parser, lock analysis, auto-fix. CLI, GitHub Action, MCP.

M

MikhailHal/ariadne

Various

ariadne is an MCP (Model Context Protocol) server that provides AI agents with the ability to identify affected tests.

B

bshea-1/Routed

Various

Universal local router for Agent Skills across AI coding environments

H

hypnosis/ssh-mcp-server

Various

SSH MCP server for AI agents: remote commands, file transfer, log search and server audits through OpenSSH.

N

ni-c/woodpecker-ci-mcp

Various

MCP server for Woodpecker CI: read repositories, pipelines and logs, and drive builds, secrets and crons

N

noordeen123/culprit

Various

Superpowers your agent's debugging: what introduced this bug, and is my fix actually complete? Deterministic, offline, read-only, MCP-native.

P

project-feldspar-resources/feldspar-scan

Various

Deterministic repo scanner (OSV.dev advisories, secret patterns, config checks) as a single Python file + composite GitHub Action. By Feldspar, an autonomous AI agent.

R

ReviewGate/reviewgate

Various

Reviews changes against the rules your team actually wrote — in the agent, at the pre-push hook, on the pull request. An independent judge refutes findings before you see them. Fre

Y

yaminbkk/NexusMem

Various

Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git commits and diffs, and project docs into a

F

firelock-ai/kin

Various

An open-source code repository and version control system for people and AI agents. Functions, types, recorded relationships and change history are repository data you commit, bran

J

JeanFrancoisGagne/crapkit

Various

Per-function CRAP scores from complexity and coverage, churn-ranked worklists, and ratchet gates for code changes. CLI, MCP, and GitHub Action.

J

JoeGlenn1213/ActionD

Various

Local CI/CD engine for AI agents: event-driven plugin execution on LGH git events, MCP server, web console

K

kyle641320/true-memory-fragments

Various

Prevent AI coding agents from acting on stale code context with source-aware freshness checks and hard stale gates.

M

MongLong0214/commitlore

Various

Git-native decision memory for Claude Code, Codex, Cursor and other coding agents. Preserve constraints and rejected alternatives; surface only the decisions still in force.

P

PackkitLabs/packkit-mcp

Various

MCP server for Packkit — scaffold, upgrade & compose fullstack projects in any supported language (JS/TS, Python, Go) as a native AI-agent tool

R

RepoAssay/repo-test-architect

Various

Evidence-first test strategy tooling for real codebases.

S

sekera-radim/briefgate-mcp

Various

Client intake for AI coding agents — MCP server: your agent asks the client for logos, copy and credentials, and BriefGate chases them until they arrive.

T

tomyangod/architecture_viewer

Various

AI coding session architecture gate — local MCP (avguard) + CLI diffs vs git HEAD for cross-layer deps. Apache-2.0.

K

kucherenko/jscpd

Various

Copy/paste detector for source code. 220+ languages, Rust engine, SARIF/HTML/badge reporters, GitHub Action, MCP server for AI agents.

M

mambalabsdev/mcp-github-organization-signal-scanner

Various

Resolve a company domain to its GitHub organization with repo, language and activity signals.

N

Nagarjuna2997/ios-agent-skill

Various

Swift source, Apple guides and MCP tools for AI coding agents. Review iOS code, scaffold apps, and build/run/preview with Xcode Simulator.

R

REX-codebase/fable-mode

Various

Open-source MCP control plane for AI coding agents: mechanical time-locks, evidence-gated proof receipts, red-team remediation, and persistent engineering memory.

S

semgrep/semgrep

Various

Lightweight static analysis for many languages. Find bug variants with patterns that look like source code.