Developer Tools MCP Servers

Automatically generates Architecture Decision Records (ADRs) from Claude Code conversations using Claude Opus. Features AI quality review,…

Dependency intelligence for AI agents. CVE scanning, health checks, upgrade planning.

Claude Code knowledge platform & marketplace MCP server. Search and share snippets, prompts, Q&A solutions, error fixes, and MCP server…

Agent-optimized MCP server with structured JSON tools. 20-45% token savings.

Local-first MCP runtime for coding agents with safe workspace access, AST/LSP navigation, and Git.

CI for [ink](https://github.com/inkle/ink) interactive-fiction stories. Compiles, exhaustively playtests every branch, and finds runtime…

MCP server for the POX SDN controller to provides network control and management capabilities.

Build smart-glasses apps with AI agents: scaffold, validate, and simulate before real hardware.

MCP server for API test case generation from Swagger/OpenAPI specs. Parses Swagger 2.0 and OpenAPI 3.x, generates test cases across 8…

ASO Scanner — the free Agent Readiness scanner as an MCP server. Measures your ASO Score (Agent.

MCP server for LynxPrompt — browse, search, and manage AI configuration blueprints

Gridproof your UI — automated spacing & grid QA in the agent loop (MCP server).

Local-first Project Telos MCP tool line for inspectable AI work: source intake, workspace context, routing ledgers, action receipts, and…

Give AI agents a persistent pixel-art character reflecting their state in real time.

Detect stale source context and retain traceable code-chain understanding for AI coding agents.

Policy layer for multi-agent workspaces: one JSON policy file decides what each path is worth; agents can audit, explain and dry-run clean…

Autonomous coding pipeline: frontier models plan and review, a local model implements, gated by TDD.

Jaeger MCP — search traces, inspect spans, map service dependencies (read-only).

Answers "why does this code exist?" by tracing any line back through the commit, GitHub PR description, and linked issues. Five tools:…

Write to Figma from any MCP client (Claude Code, Cursor). Complements the read-only official MCP.

Weight-On-Wheels for AI - keeps agents grounded in your project's rules. Query coding standards, validate snippets, and get task-specific…

Index any TypeScript/React repo (including monorepos) into a queryable code graph. Reverse queries (who-renders, who-calls,…

Compiler-as-MCP-server for the Hirð language (typed actors and effect rows on the BEAM): type inference, definition lookup, effect-row…

Strict AI code reviewer powered by Groq. Finds bugs and vulnerabilities.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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