Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
Kāhea
Deterministic HTTP/WebSocket testing and policy-gated API execution for AI agents.
oneshot-mcp
Search receipt-verified agent build packs, with each pack's real M-of-N pass rate.
REA
Reverse engineer anything from your terminal or agent with one CLI and MCP server.
scienceon-mcp
KISTI ScienceON OpenAPI literature search & metadata collection (MCP server + CLI)
todoglow
See what each of your coding agents is working on, and read or advance your todos.
Toon Memory
Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM
Unswell
Offline self-checking to reduce AI-style wording in source code and documentation.
vibatchium
Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
ariadne
Returns only the unit tests affected by your current Kotlin/Android code changes.
cadloop Slicer
Find printer profiles, check bed fit, slice to .gcode.3mf and extract the G-code.
mcp-geracity
Smart city builder game MCP server by Gera Systems. Build cities, earn GeraCoins.
memi
Memi is the read-only design engineering audit and skill layer for coding agents.
npx-vibe
Read-only npm package and project dependency preflight tools for AI applications.
OpenTrain
Hire human data labelers, RLHF annotators, and evaluators from your coding agent.
rstream CLI MCP
Local stdio MCP server for rstream setup, tunnels, WebTTY, and remote operations.
Spill
Pull TestFlight screenshot feedback from App Store Connect into AI coding agents.
vaspera-pm
Verify docs against code, detect drift, and generate verified specs (MCP server).
YTDL RMCP
yt-dlp search, download, metadata, delivery, and Plex workflows over MCP and CLI.
Code Relay
Branch-scoped runbooks, remote checkpoints, and auditable verification receipts.
GitDealFlow — GitHub signals for startup investors
GitHub engineering acceleration signals for venture deal flow across 15 sectors.
SpikeMe
Analyze your repo's stack and generate grounded, time-boxed spike decision docs.
Tailscale
Drive a Tailscale node and its tailnet through the CLI and the control-plane API
CloudArch Codeflow
Turn a TypeScript codebase into a live animated call-flow diagram on CloudArch.
Data-grounded sprint retro
Data-grounded sprint retrospectives from your Jira, GitHub, and Slack activity.
Madar
Authenticated local evidence paths for JavaScript and TypeScript coding agents.
MCP Code Review Server
Code review as an MCP server — structured reviews with OWASP security scanning.
ProjectPulse MCP
Monitor GitHub repo health, DORA metrics and CI signals from your AI assistant.
Standup from your activity
Generate your daily standup from real GitHub, Jira, Linear, and Slack activity.
Tailscale RMCP
Rust MCP server and CLI for Tailscale devices, users, keys, policies, and auth.
Copilot Studio MCP
Build, test, ship and maintain Microsoft Copilot Studio agents from the editor
Gotify RMCP
Gotify notifications and app, client, and message management over MCP and CLI.
Hostbeam
Lets a coding agent read the screenshots you beam to its server with Hostbeam.
Korext: AI Code Governance
RemoteGovernance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.
release-gate
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
ateam-mcp
RemoteBuild, validate, and deploy multi-agent AI solutions from any AI environment.
Cortex RMCP
Self-hosted homelab log intelligence over MCP, CLI, and REST with SQLite/FTS.
forensic-deepdive
Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.
Gotify RMCP
Rust MCP server and CLI for Gotify push notifications and message management.
karea-mcp
Karea task manager - 49 tools for Claude Code, Cursor, and other MCP clients.
Vinv
Vinv runs, tests, and finds issues in your services — with zero code changes.
Codehelper
Local-first code intelligence MCP: symbol graph, impact analysis, 60+ tools.
Codex Delegate
Bridge AI coding hosts to the OpenAI Codex CLI for delegated implementation.
slima
RemoteMCP Server for Slima - AI Writing IDE for Novel Authors with AI Beta Reader.
Subagent MCP
Let Codex orchestrate external coding agents through their native harnesses.
Synapse RMCP
Host, Docker, Compose, SSH, logs, ZFS, and file operations over MCP and CLI.
Agent Residue Evidence
Report local task-scoped test and build residue without cleaning resources.
Colors-LE
Extract colors from stylesheets and code, with their notation and position.
ghcli-mcp-connector
MCP server for the GitHub CLI (gh). Read-only by default; single Go binary.