Development MCP Servers

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

G

gamedev.pl

Development

Build browser games on gamedev.pl from your coding agent.

★ 16 MCP Server Requires auth
F

firefly-mcp

Development
Official

Discover, manage and codify cloud resources with Firefly.

★ 16 MCP Server
I

IdentArk Gateway

Development

Zero-secret MCP gateway for AI agents: risk-scored, audited calls with human-in-the-loop approval.

★ 16 MCP Server
P

pixelpact

Development

Extract a visual contract from a reference page and measure an implementation against it

★ 16 MCP Server
K

Koragraph

Development

Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.

★ 16 MCP Server
U

universal-mcp-toolkit

Development

MCP aggregator that connects agents to multiple MCP servers through one configuration, with ready-made templates and cross-repo prompt…

★ 16 MCP Server
M

Muggle Works

Development

Acceptance test agent for coding agents: real-browser tests, with screenshots on the PR.

★ 16 MCP Server
K

KiCad Tools

Development

Byte-preserving KiCad automation: 100+ tools for schematics, PCB layout, ERC, DRC, exports

★ 16 MCP Server
U

us-all/android-mcp-server

Development

Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug

★ 16 MCP Server
H

headroom

Development

Live subscription limits, resets and budget checks for coding agents over MCP.

★ 15 MCP Server
A

astro

Development

Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.

★ 15 MCP Server
A

agent-skill-loader

Development

Dynamically load Claude Code skills into AI agents without copying files.

★ 15 MCP Server
C

Claude Bridge

Development

Durable local-first MCP relay for independent coding agents.

★ 15 MCP Server
U

usb-rea

Development

Reverse engineer USB gadgets: capture traffic, infer the protocol, generate a pyusb driver.

★ 15 MCP Server
I

irahardianto/pathfinder

Development

The Headless IDE — an MCP server that gives AI coding agents AST-aware semantic code intelligence and LSP navigation.

★ 15 MCP Server
A

ASP.NET Core Debugger — MCP Server for AI Agents

Development

MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.

★ 15 MCP Server
K

kill-process-mcp

Development

List and terminate OS processes via natural language queries.

★ 15 MCP Server
T

tui-mcp

Development

Launch, screenshot and interact with any TUI app.

★ 15 MCP Server
G

gnome-desktop-mcp

Development

GNOME desktop automation via D-Bus: screenshots, window management, mouse and keyboard input, clipboard, workspaces and notifications on…

★ 15 MCP Server
M

mergewarden

Development

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

★ 15 MCP Server
C

CodeEraser

Development

Scans a repository for dead code, duplication, churn and structure and erases what the scan found, with a log of every erasure; the…

★ 15 MCP Server
T

TZeroAlgorithm

Development

Hierarchical context tree and 13-tool MCP server for AI code context management.

★ 15 MCP Server
A

abap-adt-mcp

Development

ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger

★ 15 MCP Server
B

Bestax

Development
Official

Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1)

★ 14 MCP Server
F

fastmcp-sonarqube-metrics

Development

Retrieve SonarQube project information: current and historical metrics, issues and health status.

★ 14 MCP Server
A

automatelab-tech/n8n-mcp

Development

MCP server for n8n: generate, lint, explain failed executions, drive live n8n via REST.

★ 14 MCP Server
O

Oko

Development

Code search for coding agents: ranked, exact excerpts with line numbers.

★ 14 MCP Server
B

beautyfree/appstore-connect-mcp

Development

App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, reports. JWT auth.

★ 14 MCP Server
B

Bomly

Development

Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit

★ 14 MCP Server
T

tachibot-mcp

Development

Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.

★ 14 MCP Server
M

memorydetective

Development

iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

★ 14 MCP Server
O

OrcaRouter

Development

Browse 160+ LLM models and live pricing — no API key needed for catalog. Add key to route chat.

★ 14 MCP Server
M

mcp-warden

Development

Local credential broker: agents call APIs, SSH and DBs via scoped presets; secrets stay in keychain.

★ 14 MCP Server
O

OpenHire · 哨兵

Development

Jobs with the employer's real posting date, from employers' own ATS. HR family. Résumé stays local.

★ 14 MCP Server
T

tokenchit

Development

Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a…

★ 14 MCP Server
D

DevDocs-MCP

Development

Local DevDocs MCP Server (Developer Docs with project specific context awareness)

★ 14 MCP Server
L

Lumae

Development

Record, cut, zoom, caption and export software demos from an agent. Requires Lumae for macOS.

★ 14 MCP Server
N

noisy-studio

Development

Voice interface for Claude Code: talk to your agent and it talks back while it works.

★ 14 MCP Server
P

Perforce Agentic Gateway

Development

Local MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode

★ 14 MCP Server
F

fenestra

Development

Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.

★ 14 MCP Server
S

Sourcegraph MCP Server

Development

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

★ 14 MCP Server
C

claude-concilium

Development

Multi-agent consultation for Claude Code: MCP servers wrapping Codex, Gemini and Qwen CLIs for parallel code review and problem-solving…

★ 14 MCP Server
P

Phonebook

Development

Self-hosted gallery of your SwiftUI #Preview and Jetpack Compose @Preview screens.

★ 14 MCP Server
G

ghost-qa

Development

Autonomous headless browser QA & self-healing verification loop for AI coding agents.

★ 13 MCP Server
A

api-testing-mcp

Development

MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.

★ 13 MCP Server
S

swift-patterns-mcp

Development

Curated Swift and SwiftUI patterns and real-world code examples from sources like Swift by Sundell and SwiftLee.

★ 13 MCP Server
H

hashnet-mcp-js

Development

Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter

★ 13 MCP Server
S

skgate

Development

Self-hosted MCP gateway and LLM proxy: OAuth 2.1, model aliases, Grok subscription as an API.

★ 13 MCP Server
E

execkit

Development

Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker.

★ 13 MCP Server
V

vs-token-safer

Development

Routes code search through language-server indexes (clangd, Roslyn, tsserver, pyright) instead of grep, plus symbol-level edits and git/p4…

★ 13 MCP Server
I

infrabroker

Development

SSH & Kubernetes access broker for AI agents; the model never touches a credential.

★ 13 MCP Server
C

clarifyprompt-mcp

Development

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

★ 13 MCP Server
C

context-rot-detection

Development

Monitors agent context health: token utilization, context quality degradation and session fatigue, with 0-100 health scores and recovery…

★ 13 MCP Server
G

gemini-antigravity-bridge

Development

Bidirectional bridge between Gemini Spark and the Antigravity IDE: coding subagent dispatch, shared memory, local file operations and…

★ 13 MCP Server
P

paypal-mcp-server

Development

A command line tool for setting up PayPal MCP server

★ 13 MCP Server
P

preflight-dev/preflight

Development

Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and…

★ 13 MCP Server
L

locust-mcp-server

Development

Performance testing with Locust.

★ 13 MCP Server
R

riza-mcp

Development
Official

Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io)

★ 13 MCP Server
B

Baron Munchausen

Development

Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer

★ 13 MCP Server
E

Edict

Development

AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.

★ 13 MCP Server