Development MCP Servers

Development category — 939 MCP servers, ranked by GitHub stars.

A

agentmap

Development

The TS/JS-accurate repo map for coding agents: ts-morph import/symbol/call graph + MCP query tools

★ 48 MCP Server
H

Heimdall

Development

Every App Store Connect + StoreKit 2 endpoint. 890 tools in 13 profiles, narrow to 27.

★ 47 MCP Server
T

Touchpoint

Development

Playwright for the entire OS. Gives AI agents the ability to see, find, and interact with UI elements in any desktop application.

★ 47 MCP Server
M

memi

Development

Memi is the design layer for agentic AI.

★ 46 MCP Server
R

Rootly

Development
Official

Incident management, on-call scheduling, and intelligent analysis powered by Rootly.

★ 46 MCP Server Requires auth
A

awesome-ionic-mcp

Development

Your Ionic coding buddy enabled via MCP – build awesome mobile apps using React/Angular/Vue or even Vanilla JS!

★ 46 MCP Server
M

mcp-server-js

Development
Official

Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with…

★ 46 MCP Server
M

mcp-typescribe

Development

MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs

★ 46 MCP Server
M

mcp-server

Development

A comprehensive MCP server aggregating 20+ tools including SEO optimization, document conversion, domain lookup, email validation, QR…

★ 45 MCP Server
P

PiloTY

Development

AI pilot for PTY operations enabling agents to control interactive terminals with stateful sessions, SSH connections, and background…

★ 45 MCP Server
A

AiDex

Development

Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.

★ 44 MCP Server
B

bruno-mcp

Development

A MCP server for interacting with [Bruno API Client](https://www.usebruno.com/).

★ 44 MCP Server
M

mcp-server-leetcode

Development

An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles,…

★ 43 MCP Server
B

Bitrise

Development
Official

Set up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.

★ 42 MCP Server Requires auth
O

ontomics

Development

Index your codebase's domain knowledge. 20x fewer tokens, 10x faster.

★ 42 MCP Server
F

flowbite-mcp

Development

MCP server to convert Figma designs to Flowbite UI components in Tailwind CSS

★ 42 MCP Server
L

LogiSheets

Development
Official

An Excel-compatible spreadsheet engine for agents: deterministic formulas, block memory, real .xlsx.

★ 41 MCP Server
C

CICADA

Development

Code intelligence MCP server for 17+ programming languages.

★ 41 MCP Server
P

package-registry-mcp

Development

MCP server for searching and getting up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

★ 39 MCP Server
S

SpecPilot

Development

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

★ 39 MCP Server Reachable
H

Hyperiux Vault

Development
Official

Browse, inspect, and retrieve installable React and Next.js interaction effects from Hyperiux Vault.

★ 39 MCP Server
J

JavaLens

Development

63 semantic Java analysis tools via Eclipse JDT: navigation, refactoring, code intelligence.

★ 39 MCP Server
O

open-code-review

Development

AI code quality gate detecting hallucinated packages, phantom dependencies, stale APIs, and AI-specific code defects. MCP Server + CLI +…

★ 39 MCP Server
A

Agoragentic Agent OS MCP

Development

Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.

★ 39 MCP Server Reachable
S

src-to-kb

Development

Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI…

★ 39 MCP Server
A

apisix-mcp

Development
Official

MCP Server that support for querying and managing all resource in [Apache APISIX](https://github.com/apache/apisix).

★ 38 MCP Server
M

mcpmcp-server

Development

A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

★ 38 MCP Server
L

lineai-mcp-server

Development
Official

An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.

★ 38 MCP Server
S

Sense

Development

Codebase understanding for AI coding agents — symbol graph, blast radius, semantic search.

★ 38 MCP Server
M

MarkView

Development

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

★ 38 MCP Server
G

godoc-mcp-server

Development

Query Go package information on pkg.go.dev

★ 38 MCP Server
M

mcp-unifi-applications

Development

Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.

★ 37 MCP Server
M

mk-qa-master

Development

AI 測試大師 — end-to-end QA loop over MCP. Drives pytest / Jest / Cypress / Go / Maestro from one surface; analyzes URLs (Web DOM) or live…

★ 37 MCP Server
T

toolfunnel

Development

Zero-dependency gateway that funnels multiple MCP servers through one endpoint, with live attach/detach, tool filtering/gating and hiding,…

★ 37 MCP Server
G

grafema

Development

Semantic code graph MCP server for AI coding agents. Indexes your codebase into a typed graph (functions/types/modules as nodes;…

★ 36 MCP Server
M

Multi-MCP

Development

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

★ 36 MCP Server
S

selvage

Development

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

★ 36 MCP Server
R

ros-mcp

Development

MCP server that supports ROS2 topics, services, and actions communication, and controls robots using natural language.

★ 36 MCP Server
E

EOxElements

Development

A server to provide information about EOxElements custom elements for coding agents.

★ 35 MCP Server Reachable
I

InsForge

Development

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

★ 35 MCP Server Requires auth
I

ios-agent-skill

Development

Swift reviews, local Apple references, app scaffolding and iOS simulator workflows.

★ 35 MCP Server
D

deepseek-as-subagent

Development

Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets its own 7-tool agent loop…

★ 35 MCP Server
S

SharpLens

Development

67 semantic C#/.NET analysis tools via Roslyn: navigation, refactoring, codegen, audit.

★ 35 MCP Server
H

HarmonyOS-mcp-server

Development

Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.

★ 35 MCP Server
O

openapi-to-mcp

Development

#️⃣ ☁️ - Lightweight MCP server to access any API using their OpenAPI specification. Supports OAuth2 and full JSON schema parameters and…

★ 34 MCP Server
W

winx-code-agent

Development

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for…

★ 34 MCP Server
M

mcp-image-compression

Development

MCP server for local compression of various image formats.

★ 34 MCP Server
A

Agent402.Tools: pay-per-call web tools

Development

Agentic Finance: 500+ agent tools, multi-chain USDC over x402 or MPP, free via PoW or card credits

★ 34 MCP Server Reachable
A

app-publish-mcp

Development

MCP server for App Store Connect & Google Play Console — iOS/Android app management

★ 34 MCP Server
M

mcp-adr-analysis-server

Development

ADR drift detection, content safety, and decision memory for architectural decisions

★ 34 MCP Server
F

forge

Development

Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated…

★ 34 MCP Server
M

maven-tools-mcp

Development

JVM dependency intelligence for AI assistants via Maven Central

★ 33 MCP Server
M

mcp-server-sql-analyzer

Development

MCP server that provides SQL analysis, linting, and dialect conversion using [SQLGlot](https://github.com/tobymao/sqlglot)

★ 32 MCP Server
R

roku-dev-studio

Development

All-in-one developer tool and MCP Server for Roku development, featuring ECP device control, automated channel sideloading, BrightScript…

★ 32 MCP Server
G

Graqle

Development

Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.

★ 32 MCP Server
R

rpg-encoder

Development

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

★ 32 MCP Server
A

adaptive-cards-mcp

Development

Generate, validate, and optimize Adaptive Cards for Teams, Outlook, and Copilot.

★ 32 MCP Server
C

code-context

Development
Official

Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.

★ 31 MCP Server
L

lightcms

Development

AI-native CMS with 41 MCP tools for managing websites through natural language.

★ 31 MCP Server
G

github-repo-mcp

Development

GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.

★ 31 MCP Server