Development MCP Servers

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

M

mcp-server-github-gist

Development

MCP server to create, read, update, list, and search GitHub Gists from your IDE

★ 2 MCP Server
H

hooksense-mcp

Development

Webhook & callback layer for AI agents: create a URL, wait_for_callback, and verify over MCP.

★ 2 MCP Server
P

P-Link-MCP

Development

Implementation of HTTP 402 (payment required http code) relying on Solana

★ 2 MCP Server
D

dibs

Development

Coordination layer for parallel coding agents: TTL file claims stored in the git common dir (visible across every worktree instantly),…

★ 2 MCP Server
M

MCP Billing Gateway

Development

Billing proxy for MCP servers. Adds Stripe and x402 crypto payments without writing billing code.

★ 2 MCP Server Reachable
M

mcp-server-boilerplate

Development

Production-ready MCP server starter templates in TypeScript and Python. Includes tool, resource, and prompt patterns with Claude Desktop…

★ 2 MCP Server
Q

Qwen DAP MCP

Development

Native runtime debugging via DAP-to-MCP for crashes, hangs, dumps, symbols, and forensics.

★ 2 MCP Server
M

moth

Development

A lightweight MCP server for structured bug-fix analysis and project-local verified fix memory for AI agents.

★ 2 MCP Server
M

mcp-applemusic

Development

FastMCP server for Apple Music on macOS with 74 tools, autonomous tokenless DJ daemon, DJ energy mixes, multi-room AirPlay, Spotify & M3U…

★ 2 MCP Server
V

Vectr

Development

Semantic codebase search + persistent working memory for AI code editors. Local, no API key.

★ 2 MCP Server
J

jira-github-mcp

Development

MCP server that integrates Jira and GitHub to automate end-to-end developer workflows, from issue tracking to branches, commits, pull…

★ 2 MCP Server
R

ReftrixMCP

Development

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

★ 2 MCP Server
R

retrieval-lens

Development

Black-box flight recorder for RAG retrieval inside MCP agents. Logs chunks, scores, sources and rankings so you can audit, replay and diff…

★ 2 MCP Server
C

cyberrescue

Development

Secure host-level telemetry gateway enabling sandboxed AI agents to dynamically fetch container logs and track kernel resource metrics.

★ 2 MCP Server
M

MCP Gateway Scan

Development

Read-only MCP/agent-gateway readiness scanner — scores a repo across 7 security dimensions.

★ 2 MCP Server
H

hocr_mcp_server

Development

A fastAPI-based FastMCP server with a Vue frontend that sends uploaded images to VLM via the MCP to quickly extract handwritten…

★ 2 MCP Server
L

LiuHe

Development

LLM-native code tools: 44 MCP tools for reading, understanding and modifying code (Rust tree-sitter parser + SQLite index + transactional…

★ 2 MCP Server
X

x402search-mcp

Development

Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz

★ 2 MCP Server
L

laugh-tale

Development

The capstone of the Grand Line stack — collect every tool to reveal the One Piece.

★ 2 MCP Server
O

opn-mcp

Development

MCP server for opn.onl: shorten links, analytics, branded QR codes, and link management.

★ 2 MCP Server
C

CGIS Code Graph

Development

Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.

★ 2 MCP Server
2

2ools

Development
Official

Build, version, review, and export websites, web apps, and games from a conversation.

★ 1 MCP Server Reachable
D

defluff

Development

Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hedges, clichés.

★ 1 MCP Server
A

aicommander

Development

Outbound-only remote shell, detached long-running jobs, and temporary file courier for AI agents (https://aicommander.dev). Hosted…

★ 1 MCP Server
C

codelattice

Development

Local code-graph engine for AI coding workflows: static analysis of Rust, Cangjie, ArkTS, TypeScript/JavaScript, C/C++, Python, and Shell…

★ 1 MCP Server
A

AIMarket MCP Packager

Development

Stdio MCP packager: AIMarket hub plugins into self-hosted MCP server products.

★ 1 MCP Server
P

ProjectPulse MCP

Development

Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.

★ 1 MCP Server
B

bastion

Development

In-loop design review of rendered UI for coding agents: submit a preview URL, get grounded findings with element references, then recheck…

★ 1 MCP Server
A

ARADIA | sovereign & private agentic systems

Development
Official

On-prem Agentic AI on NVIDIA DGX. Query specs, model CapEx ROI, Purchase & join Partner Program.

★ 1 MCP Server Reachable
A

ateam-mcp

Development

Build, validate, and deploy multi-agent AI solutions from any AI environment.

★ 1 MCP Server Requires auth
T

tailtest-cline

Development

Adversarial test generation for AI coding sessions. Detects language and framework; writes tests; runs them; classifies failures via R12…

★ 1 MCP Server
D

DemandScope

Development

Live demand signals for idea validation: npm/PyPI downloads, GitHub + HN attention trends.

★ 1 MCP Server
B

BridgeNode MCP

Development

BridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.

★ 1 MCP Server Reachable
T

terrarium

Development

Fork, break, and revert real VirtualBox VMs as MCP tools. Forks are linked clones (~0.1s) and revert restores a RAM snapshot in seconds.…

★ 1 MCP Server
C

Claimidx

Development

Prior art for AI agents. Ask a claim index before retrying a known failure.

★ 1 MCP Server
C

chatpipe-mcp

Development

Publish HTML as live, shareable web pages from your AI coding agent. Instant URLs with access control (public, password-protected,…

★ 1 MCP Server
D

dep-diff-mcp

Development

Translates a lockfile diff into a human-readable upgrade plan for npm, PyPI, and GitHub Actions.

★ 1 MCP Server Reachable
M

MockHero

Development

Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.

★ 1 MCP Server
A

Askew — iPhone, iPad and Mac via Shortcuts

Development

Run iPhone Shortcuts through an encrypted relay, or assigned auto-mode Shortcuts on this Mac.

★ 1 MCP Server
R

rootpilot-mcp

Development

Read-only SSH server diagnostics via a fixed 38-command whitelist; secrets redacted, no write path.

★ 1 MCP Server
T

taskbounty-mcp-server

Development

Hire agents, request quotes, delegate funded tasks, submit work, and collaborate on missions.

★ 1 MCP Server
I

Imagcon

Development

Generate PWA icon sets and iOS splash screens from a text prompt or an existing image.

★ 1 MCP Server Requires auth
C

codebase-agent-mcp

Development

A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with…

★ 1 MCP Server
F

forcedream-mcp

Development
Official

Discover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.

★ 1 MCP Server Reachable
C

coinopai-mcp

Development

Auditable market intelligence with calibrated forecast ranges, anomaly review, outcome.

★ 1 MCP Server
A

AnyAPI

Development
Official

Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.

★ 1 MCP Server Reachable
N

nahook-mcp

Development
Official

"The official MCP server for the Nahook webhook platform — trigger webhooks, inspect deliveries, retry failures, and manage endpoints from…

★ 1 MCP Server
E

eleata Claim Verifier

Development

Grounding/hallucination guard: verify a claim against evidence (Supported/Refuted/NEE).

★ 1 MCP Server
L

llmintel-mcp

Development

Check whether an LLM model id is deprecated, retiring, or retired, and what to migrate to.

★ 1 MCP Server
H

Homespun

Development
Official

Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.

★ 1 MCP Server Reachable
@

@imqueue

Development

Search @imqueue docs and scaffold typed services & clients from your AI coding agent.

★ 1 MCP Server Reachable
O

onlinecybertools-mcp-server

Development

280+ free developer & security tools as MCP tools — encoders/decoders, hashes (MD5/SHA/HMAC/bcrypt/argon2/scrypt), JWT decoder, regex…

★ 1 MCP Server
T

telinksdk-builder-mcp

Development

Build any Telink/embedded SDK (Eclipse headless / Make / generic) via natural language. Auto-detects build pattern and exposes…

★ 1 MCP Server
P

pincushion-plugin

Development

Visual feedback as agent work packets. Stakeholders drop pins on your live app; your AI coding agent reads each pin (selector, screenshot,…

★ 1 MCP Server
C

crapkit

Development
Official

Twelve tools to inspect CRAP scores, find work, and check edited functions against their ceiling.

★ 1 MCP Server
F

freezetext-mcp

Development

MCP server for [FreezeText](https://store.juergenkoller.software/en/apps/freezetext) — OCR anything on your Mac screen. Freeze the screen…

★ 1 MCP Server
N

nemeton-mcp

Development

MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) — native macOS virtual machine manager built on Apples…

★ 1 MCP Server
K

kansei-mcp-server

Development

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

★ 1 MCP Server Reachable
K

kdb

Development

AI-powered time-travel debugger with bidirectional execution replay, audit-compliant hash-chain logging, and SIMD-accelerated stack…

★ 1 MCP Server
M

mcp-abacus

Development

Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 double, or exact rational arithmetic, with every answer…

★ 1 MCP Server