idosal/git-mcp

F

FastMCP

Various

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

A

a-25/ios-mcp-code-quality-server

Various

This server enables AI assistants to run Xcode tests, perform linter analysis, and provide detailed feedback on iOS projects through structured, actionable reports.

A

adrianczuczka/mason

Various

Mason builds context for LLMs — smart file sampling, concept maps, and change impact analysis. MCP server + CLI.

A

aitytech/agentkits-memory

Various

Persistent memory system for AI coding assistants via MCP. Works with Claude Code, Cursor, Copilot, Windsurf, Cline.

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

asif-nvc/e2b-sandbox-mcp

Various

MCP server connecting Claude Code with E2B cloud sandboxes for working on any GitHub repo

B

bartonguestier1725-collab/scout-mcp

Various

bartonguestier1725-collab/scout-mcp — indexed from awesome-mcp-servers-punkpeye

B

blakerouse/ssh-mcp

Various

SSH MCP server that runs locally making it easy to manage hosts and perform commands across a group of hosts

B

blinkingbit-oss/execkit

Various

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

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

B

ByteAsk/ByteAsk-Embedded-MCP

Various

The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for coding agents (Claude Code, Codex, Cursor) that write firmware

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

Contentrain/ai

Various

Repo-native content governance for AI agents. Extract, review, and deliver UI text, docs, and structured content from Git.

C

corralimited/snapdiff-mcp

Various

Standalone MCP server for SnapDiff

C

costajohnt/oss-autopilot

Various

Claude Code plugin — AI-powered autopilot for managing open source contributions. Track PRs, respond to maintainers, discover issues, maintain velocity.

D

daniloneto/bitbucket-mcp

Various

MCP server for Bitbucket Cloud, focused on pull-request review workflows

D

danmartuszewski/hop

Various

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

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

DigiCatalyst-Systems/dep-diff-mcp

Various

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

D

duriantaco/skylos

Various

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantac

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

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

J

jmrplens/gitlab-mcp-server

Various

Open source GitLab MCP server for AI assistants: 2-tool dynamic find/execute over 870+ GitLab actions (1,000+ Enterprise), stdio/HTTP/OAuth, safe/read-only modes.

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.

L

latex-mcp-server

Various

An MCP Server to compile latex, download/organize/read cited papers, run visualization scripts and add figures/tables to latex.

L

linuxsuren/atest-mcp-server

Various

MCP Server of API Testing

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

mopanc/depguard

Various

Audit npm packages for security, maintenance, licenses and dependencies. Recommends install or write-from-scratch.

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

N

nwiizo/tfmcp

Various

🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environments. Supports reading Terraform config

O

ofershap/mcp-server-github-actions

Various

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

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

safedep/vet

Various

Protect against malicious open source packages 🤖

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

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.

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.

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

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

aradar46/reuse-before-generate

Various

Stop your AI agent from rebuilding what already exists. An opinionated MCP server that checks GitHub, npm and Python repos for maintained alternatives before you scaffold.

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

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.

H

hypnosis/ssh-mcp-server

Various

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

I

icohangar-ops/codesentinel

Various

AI-Powered Codebase Health Agent for Slack — dead code, circular deps, coupling, architectural drift

L

Lians-ai/Lians

Various

Evidence-backed proof of done for Claude Code, Codex, Cursor, and other AI coding agents. Run real checks, bind results to current Git state, and know what is ready for human revie

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.

Z

zarcherlot/code-relay

Various

[](https://glama.ai/mcp/servers/zarcherlot/code-relay) 🏎️ 🏠 🍎 🪟 🐧 - Branch-scoped runbooks and cross-machine verification with auditable receipts for coding agents.