Development MCP Servers

Development category — 1388 MCP servers, ranked by GitHub stars.

T

tree-sitter-analyzer

Development

Cross-language-safe code-intelligence MCP for AI agents: 13 languages, family-gated call graph, blast radius, health grading, 8 facade…

★ 61 MCP Server
A

astro-mcp

Development

MCP server to support Astro project development

★ 61 MCP Server
A

arch-mcp

Development

Search the Arch Wiki and AUR, get package info, check for updates, install packages and analyze PKGBUILDs, from Arch or non-Arch systems.

★ 61 MCP Server
C

consiliency/code-index-mcp

Development

Code indexing MCP server to provide context to coding agents.

★ 60 MCP Server
J

Just MCP Server

Development

Expose curated Justfile recipes via MCP for safe deterministic automation.

★ 60 MCP Server
D

dotpals

Development

Checks what local coding agents such as Claude Code, Codex and Cursor really did: files changed, commands run and test results read from…

★ 60 MCP Server
M

mcp-batchit

Development

🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations…

★ 60 MCP Server
F

FocusRelay

Development

Connect AI tools to OmniFocus on macOS to find, review, and safely update tasks and projects.

★ 59 MCP Server
X

XcodeMCP

Development

Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration

★ 59 MCP Server
M

mcp-android-server-python

Development

MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's…

★ 59 MCP Server
O

OpenSysML MCP server

Development

SysML v2 and KerML for coding agents: workspace diagnostics and edits, execution, REPL sessions.

★ 59 MCP Server
D

deepseek-as-subagent

Development

Run DeepSeek as a sub-agent in Claude Code or Codex CLI, with its own agent loop for reading, editing and running commands in a sandboxed…

★ 59 MCP Server
S

srclight

Development

Code indexing with SQLite FTS5, tree-sitter and embeddings for symbol search, call graphs, git intelligence and hybrid semantic search.

★ 59 MCP Server
R

react-analyzer-mcp

Development

Analyze React code locally and generate docs or llm.txt for a whole project at once.

★ 58 MCP Server
W

windbg-mcp-rs

Development

A WinDbg plugin that turns the current debugging session into an MCP server for command docs, debugger actions, and AI-assisted analysis.

★ 58 MCP Server
S

shadcn-svelte-mcp

Development

tmcp MCP server for live shadcn-svelte docs, Bits UI API, and Lucide icons.

★ 58 MCP Server
R

recallium

Development

Engineering memory for coding agents: the decisions, fixes and constraints behind your code, with who recorded them, the files and the…

★ 58 MCP Server
M

mcp-server-ssh

Development

★ 58 MCP Server
H

Heimdall

Development

Every App Store Connect + StoreKit 2 endpoint. 786 tools in 14 profiles, narrow to 17.

★ 57 MCP Server
J

Joxo

Development

One shared project for a team's coding agents: decisions, a task board and handoffs.

★ 57 MCP Server Requires auth
Q

quarkus-agent-mcp

Development

A standalone MCP server that enables AI coding agents to create, manage, and interact with Quarkus applications. It runs as a separate…

★ 57 MCP Server
G

gr-mcp

Development

Create and modify GNU Radio RF flowcharts (.grc files).

★ 57 MCP Server
B

buildkite-mcp-server

Development
Official

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

★ 56 MCP Server
M

mcp-ai-server-visual-studio

Development

#️⃣ 🏠 🪟 - Roslyn-based Visual Studio integration: semantic code navigation, symbol search, inheritance trees, call graphs, safe rename and…

★ 56 MCP Server
P

paperclip-mcp

Development

MCP server for the Paperclip AI agent orchestration platform

★ 56 MCP Server
R

rag-code-mcp

Development

Privacy-first semantic code navigation MCP server using RAG. Features deep AST multi-language support (Go, PHP/Laravel/WP, JS/TS/React,…

★ 55 MCP Server
M

merterbak/grok-mcp

Development

Access xAI's Grok API with agentic tool calling, image generation, vision and file support.

★ 55 MCP Server
U

uiautomator2-mcp-server

Development

A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.

★ 55 MCP Server
D

django-rest-framework-mcp

Development

Expose Django REST Framework APIs as MCP tools for LLMs and agentic applications

★ 55 MCP Server
A

alibabacloud-rds-openapi-mcp-server

Development

MCP server for RDS Services via OPENAPI.

★ 54 MCP Server
A

agentmako

Development

Local-first codebase intelligence MCP server for AI coding agents.

★ 54 MCP Server
P

pagecast

Development

Record any browser page as GIF or video via MCP

★ 54 MCP Server
U

user-feedback-mcp

Development

Enable a human-in-the-loop feedback workflow in AI coding tools.

★ 54 MCP Server
M

mcp-console-automation

Development

MCP server for AI-driven console application automation and monitoring

★ 54 MCP Server
S

Stigmergy-mcp

Development

MCP server implementing digital pheromone-based indirect coordination for AI coding agents

★ 53 MCP Server
S

simulator-mcp-server

Development

Control iOS Simulators.

★ 53 MCP Server
P

polarvista/xcode-mcp-server

Development

★ 53 MCP Server
C

Credit Optimizer v5 for Manus AI

Development

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

★ 53 MCP Server
S

srmorete/mobile-device-mcp

Development

Control iOS and Android devices with multi-device and seamless Native/WebView support.

★ 53 MCP Server
T

tasker-mcp

Development

An MCP server for Android's Tasker automation app.

★ 52 MCP Server
X

xray

Development
Official

Code intelligence via ast-grep: map project structure, fuzzy-find symbols and assess change impact in Python, JS/TS and Go.

★ 52 MCP Server
C

copilotkit/pathfinder

Development

Self-hosted MCP server for docs, code search, and conversational sources

★ 51 MCP Server
A

Agent402.Tools: pay-per-call web tools

Development

Agentic Finance: 500+ agent tools, multi-chain USDC over x402 or MPP, or free via proof-of-work

★ 51 MCP Server
1

1mcpserver

Development
Official

Automatically discover and configure MCP servers on your local machine.

★ 51 MCP Server
D

DuDuClaw

Development

Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.

★ 51 MCP Server
S

shadowgit-mcp

Development

A Model Context Protocol (MCP) server that provides AI assistants with secure, read-only access to your ShadowGit repositories. This…

★ 50 MCP Server
F

flutter_agent_lens

Development

Agent-first Model Context Protocol (MCP) server to debug, profile, and optimize running Flutter apps. Connects AI assistants to Dart VM…

★ 50 MCP Server
C

clangd-mcp-server

Development

Experimental implementation of a MCP for Claude Code that lets it connect to a language server like clangd.

★ 50 MCP Server
A

argot

Development
Official

Read-only context and complete checks against patterns learned from git history. Local; no LLM.

★ 50 MCP Server
P

processhacker-mcp

Development

your ai debugger, vibe hacking tool

★ 50 MCP Server
V

vercel-ai-docs-mcp

Development

AI-powered search and querying of the Vercel AI SDK documentation.

★ 50 MCP Server
R

repo-graph

Development

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

★ 50 MCP Server
C

code-memory

Development

Local semantic code search with Git history. Works offline, no API key needed.

★ 50 MCP Server
M

memi

Development

Memi is the design layer for agentic AI.

★ 50 MCP Server
A

agora-code

Development

Persistent memory and codebase intelligence for AI coding agents, indexes symbols, tracks sessions, and exposes structured project…

★ 50 MCP Server
B

Brave DevTools MCP

Development

MCP server and CLI for Brave DevTools

★ 50 MCP Server
D

devcontext

Development

DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context…

★ 49 MCP Server
S

schoolinfo-mcp

Development

학교알리미 공시정보 MCP 서버 + CLI — 학부모가 내 아이 학교의 급식·학생수·수행평가 계획을 쉽게 확인 (OpenAPI + kordoc hwp 파싱)

★ 49 MCP Server
O

otakit

Development

Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates.

★ 49 MCP Server Requires auth
B

business-central-mcp

Development

MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered WebUI protocol. Enables AI assistants like Claude to…

★ 49 MCP Server