Development MCP Servers
Development category — 939 MCP servers, ranked by GitHub stars.
mcp-server-github-gist
MCP server to create, read, update, list, and search GitHub Gists from your IDE
hooksense-mcp
Webhook & callback layer for AI agents: create a URL, wait_for_callback, and verify over MCP.
P-Link-MCP
Implementation of HTTP 402 (payment required http code) relying on Solana
dibs
Coordination layer for parallel coding agents: TTL file claims stored in the git common dir (visible across every worktree instantly),…
MCP Billing Gateway
Billing proxy for MCP servers. Adds Stripe and x402 crypto payments without writing billing code.
mcp-server-boilerplate
Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop…
Qwen DAP MCP
Native runtime debugging via DAP-to-MCP for crashes, hangs, dumps, symbols, and forensics.
moth
A lightweight MCP server for structured bug-fix analysis and project-local verified fix memory for AI agents.
mcp-applemusic
FastMCP server for Apple Music on macOS with 74 tools, autonomous tokenless DJ daemon, DJ energy mixes, multi-room AirPlay, Spotify & M3U…
Vectr
Semantic codebase search + persistent working memory for AI code editors. Local, no API key.
jira-github-mcp
MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull…
ReftrixMCP
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
retrieval-lens
Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, scores, sources and rankings so you can audit, replay and diff…
cyberrescue
Secure host-level telemetry gateway enabling sandboxed AI agents to dynamically fetch container logs and track kernel resource metrics.
MCP Gateway Scan
Read-only MCP/agent-gateway readiness scanner — scores a repo across 7 security dimensions.
hocr_mcp_server
A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten…
LiuHe
LLM-native code tools: 44 MCP tools for reading, understanding and modifying code (Rust tree-sitter parser + SQLite index + transactional…
x402search-mcp
Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz
laugh-tale
The capstone of the Grand Line stack — collect every tool to reveal the One Piece.
opn-mcp
MCP server for opn.onl: shorten links, analytics, branded QR codes, and link management.
CGIS Code Graph
Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.
2ools
Build, version, review, and export websites, web apps, and games from a conversation.
defluff
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.
aicommander
Outbound-only remote shell, detached long-running jobs, and temporary file courier for AI agents (https://aicommander.dev). Hosted…
codelattice
Local code-graph engine for AI coding workflows: static analysis of Rust, Cangjie, ArkTS, TypeScript/JavaScript, C/C++, Python, and Shell…
AIMarket MCP Packager
Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.
ProjectPulse MCP
Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
bastion
In-loop design review of rendered UI for coding agents: submit a preview URL, get grounded findings with element references, then recheck…
ARADIA | sovereign & private agentic systems
On-prem Agentic AI on NVIDIA DGX. Query specs, model CapEx ROI, Purchase & join Partner Program.
ateam-mcp
Build, validate, and deploy multi-agent AI solutions from any AI environment.
tailtest-cline
Adversarial test generation for AI coding sessions. Detects language and framework; writes tests; runs them; classifies failures via R12…
DemandScope
Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.
BridgeNode MCP
BridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.
terrarium
Fork, break, and revert real VirtualBox VMs as MCP tools. Forks are linked clones (~0.1s) and revert restores a RAM snapshot in seconds.…
Claimidx
Prior art for AI agents. Ask a claim index before retrying a known failure.
chatpipe-mcp
Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected,…
dep-diff-mcp
Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.
MockHero
Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Askew — iPhone, iPad and Mac via Shortcuts
Run iPhone Shortcuts through an encrypted relay, or assigned auto-mode Shortcuts on this Mac.
rootpilot-mcp
Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets redacted, no write path.
taskbounty-mcp-server
Hire agents, request quotes, delegate funded tasks, submit work, and collaborate on missions.
Imagcon
Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.
codebase-agent-mcp
A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with…
forcedream-mcp
Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.
coinopai-mcp
Auditable market intelligence with calibrated forecast ranges, anomaly review, outcome.
AnyAPI
Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.
nahook-mcp
"The official MCP server for the Nahook webhook platform — trigger webhooks, inspect deliveries, retry failures, and manage endpoints from…
eleata Claim Verifier
Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).
llmintel-mcp
Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.
Homespun
Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.
@imqueue
Search @imqueue docs and scaffold typed services & clients from your AI coding agent.
onlinecybertools-mcp-server
280+ free developer & security tools as MCP tools — encoders/decoders, hashes (MD5/SHA/HMAC/bcrypt/argon2/scrypt), JWT decoder, regex…
telinksdk-builder-mcp
Build any Telink/embedded SDK (Eclipse headless / Make / generic) via natural language. Auto-detects build pattern and exposes…
pincushion-plugin
Visual feedback as agent work packets. Stakeholders drop pins on your live app; your AI coding agent reads each pin (selector, screenshot,…
crapkit
Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.
freezetext-mcp
MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freezetext) — OCR anything on your Mac screen. Freeze the screen…
nemeton-mcp
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) — native macOS virtual machine manager built on Apples…
kansei-mcp-server
SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.
kdb
AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack…
mcp-abacus
Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 double, or exact rational arithmetic, with every answer…