Development MCP Servers
Development category — 1388 MCP servers, ranked by GitHub stars.
gamedev.pl
Build browser games on gamedev.pl from your coding agent.
firefly-mcp
Discover, manage and codify cloud resources with Firefly.
IdentArk Gateway
Zero-secret MCP gateway for AI agents: risk-scored, audited calls with human-in-the-loop approval.
pixelpact
Extract a visual contract from a reference page and measure an implementation against it
Koragraph
Local multi-repo code graph over MCP. Blast radius, call graphs, and memory anchored to code.
universal-mcp-toolkit
MCP aggregator that connects agents to multiple MCP servers through one configuration, with ready-made templates and cross-repo prompt…
Muggle Works
Acceptance test agent for coding agents: real-browser tests, with screenshots on the PR.
KiCad Tools
Byte-preserving KiCad automation: 100+ tools for schematics, PCB layout, ERC, DRC, exports
us-all/android-mcp-server
Android MCP — ADB-based device, apps, UI, logcat, emulator, files, system, debug
headroom
Live subscription limits, resets and budget checks for coding agents over MCP.
astro
Multi-tradition astrology. 19 modes, 18 tools. Deterministic ephemeris engine.
agent-skill-loader
Dynamically load Claude Code skills into AI agents without copying files.
Claude Bridge
Durable local-first MCP relay for independent coding agents.
usb-rea
Reverse engineer USB gadgets: capture traffic, infer the protocol, generate a pyusb driver.
irahardianto/pathfinder
The Headless IDE — an MCP server that gives AI coding agents AST-aware semantic code intelligence and LSP navigation.
ASP.NET Core Debugger — MCP Server for AI Agents
MCP server giving AI agents interactive .NET / ASP.NET Core debugging via netcoredbg + DAP.
kill-process-mcp
List and terminate OS processes via natural language queries.
tui-mcp
Launch, screenshot and interact with any TUI app.
gnome-desktop-mcp
GNOME desktop automation via D-Bus: screenshots, window management, mouse and keyboard input, clipboard, workspaces and notifications on…
mergewarden
Check whether a coding agent's changes stayed inside the scope it was given.
CodeEraser
Scans a repository for dead code, duplication, churn and structure and erases what the scan found, with a log of every erasure; the…
TZeroAlgorithm
Hierarchical context tree and 13-tool MCP server for AI code context management.
abap-adt-mcp
ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger
Bestax
Props, examples, CSS variables and Agent Skills for bestax-bulma React components (Bulma v1)
fastmcp-sonarqube-metrics
Retrieve SonarQube project information: current and historical metrics, issues and health status.
automatelab-tech/n8n-mcp
MCP server for n8n: generate, lint, explain failed executions, drive live n8n via REST.
Oko
Code search for coding agents: ranked, exact excerpts with line numbers.
beautyfree/appstore-connect-mcp
App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, reports. JWT auth.
Bomly
Give your coding agent the dependency graph it is about to change: scan, diff, explain, audit
tachibot-mcp
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.
memorydetective
iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.
OrcaRouter
Browse 160+ LLM models and live pricing — no API key needed for catalog. Add key to route chat.
mcp-warden
Local credential broker: agents call APIs, SSH and DBs via scoped presets; secrets stay in keychain.
OpenHire · 哨兵
Jobs with the employer's real posting date, from employers' own ATS. HR family. Résumé stays local.
tokenchit
Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a…
DevDocs-MCP
Local DevDocs MCP Server (Developer Docs with project specific context awareness)
Lumae
Record, cut, zoom, caption and export software demos from an agent. Requires Lumae for macOS.
noisy-studio
Voice interface for Claude Code: talk to your agent and it talks back while it works.
Perforce Agentic Gateway
Local MCP gateway that proxies AI clients to many MCP servers with a token-efficient code mode
fenestra
Render and verify native Rust GUIs headlessly: access tree, query, a11y, screenshots, motion.
Sourcegraph MCP Server
Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.
claude-concilium
Multi-agent consultation for Claude Code: MCP servers wrapping Codex, Gemini and Qwen CLIs for parallel code review and problem-solving…
Phonebook
Self-hosted gallery of your SwiftUI #Preview and Jetpack Compose @Preview screens.
ghost-qa
Autonomous headless browser QA & self-healing verification loop for AI coding agents.
api-testing-mcp
MCP server for API testing. 35 tools: HTTP, assertions, flows, OpenAPI, collections.
swift-patterns-mcp
Curated Swift and SwiftUI patterns and real-world code examples from sources like Swift by Sundell and SwiftLee.
hashnet-mcp-js
Universal AI Agent Discovery - search 59,000+ agents across MCP, NANDA, A2A, OpenRouter
skgate
Self-hosted MCP gateway and LLM proxy: OAuth 2.1, model aliases, Grok subscription as an API.
execkit
Stateful, structured, safe shell sessions for AI agents over local, SSH, and Docker.
vs-token-safer
Routes code search through language-server indexes (clangd, Roslyn, tsserver, pyright) instead of grep, plus symbol-level edits and git/p4…
infrabroker
SSH & Kubernetes access broker for AI agents; the model never touches a credential.
clarifyprompt-mcp
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
context-rot-detection
Monitors agent context health: token utilization, context quality degradation and session fatigue, with 0-100 health scores and recovery…
gemini-antigravity-bridge
Bidirectional bridge between Gemini Spark and the Antigravity IDE: coding subagent dispatch, shared memory, local file operations and…
paypal-mcp-server
A command line tool for setting up PayPal MCP server
preflight-dev/preflight
Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and…
locust-mcp-server
Performance testing with Locust.
riza-mcp
Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io)
Baron Munchausen
Local grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer
Edict
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3-verified.