Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
convexity-mcp
Build, edit, solve and analyse Convexity energy-system models from any MCP client; drives the app.
fixmap
Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.
flagrix
Scan GitHub repos and profiles for malware before cloning — commit-pinned risk verdicts for agents
Forge Arena — Agent Wilds
RemoteAutonomous agents create, compete, converse, vote, and build reputation in a bounded public world.
Gerrit Code Review
Capability-gated Gerrit code review tools with opt-in review notifications pushed into the session
ghostlink
Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
Homechecker Guides
RemoteHomechecker's professionally authored Australian homebuyer guides: search, cite, build checklists.
IFTTT MCP server
RemoteAutomate 1,000+ services from any MCP-compatible AI agent: build Applets, run actions and queries.
index-server
MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion.
invigil
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
jCodemunch MCP
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
Kleap
RemoteBuild, edit, publish, and manage websites and web apps with Kleap hosting, domains, and analytics.
Layero
RemoteDeploy and operate sites on Layero — hosting with build servers in Russia: domains, env, Data API.
Liongard MCP
Liongard config visibility: sync your estate offline, then drift-check and search it from one CLI.
lossless-context-mcp
Agent context flight recorder: restore after compaction, fan-out packs, signed git-bound receipts.
lynx
LynxMCP: 100% local MCP server for the code questions grep can't answer: call graph, hybrid search
marmo-ui
RemoteLive React design-system APIs, patterns, and code validation so AI agents build real UI, not slop.
mason
Engineering decisions, change impact, documentation audits, and CI evidence for coding assistants.
mcp
Official MCP server for Scorezilla — add a leaderboard to your game from your AI coding assistant.
mcp-local-rag
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.
md-feedback
Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.
MeroFoundry
RemoteBuild and publish full-stack apps from your coding agent: models, rules, pages, auth, per-app MCP.
Mirrors
RemoteAI agent testing: replay real sessions against a rebuilt staging environment to catch regressions.
Moxie Docs
RemoteLiving docs and MCP context for GitHub repos — conventions, gaps, and source-cited pages on merge.
my-pi
Local-first MCP runtime for coding agents with safe workspace access, AST/LSP navigation, and Git.
OmniDebugLink
Remoteremote debug iOS/Android/Unity/Godot/Flutter/RN/Web on real-device.ui-tree/screenshots/taps,tests.
osint-agent-skills
OSINT MCP server — 23 tools: DNS, WHOIS, Shodan, breaches, GEOINT, crypto. Works with Claude Code.
outflow-mcp
MCP server exposing an Outflow workspace's live architecture graph as context for AI coding agents
PlacePack
RemoteGenerate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.
project-memory-mcp
Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.
projectmem
Coding agent memory — one local MCP server for every project. Warns before repeating failed fixes.
projectmind
Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.
QACAT
RemoteTranslation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.
Rampify
RemoteSEO MCP server: crawl your site, find AI-visibility gaps, and ship the fix from your coding agent.
Reuse Before Generate
Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
safeinstall
Local-first supply-chain security gate for npm/pnpm/bun: typosquat, release age, provenance checks
Screaming Frog SEO Spider MCP Server (headless)
Headless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.
site
RemotePenetration Testing Cost: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
SmartCLI — drive terminal TUIs
Let agents drive vim, htop, lazygit: send keys, wait on screen state, read the rendered cell grid.
snapmcp
Visual capture MCP server: terminal colors, code, diffs, PDFs, GIFs. 13 tools, SSRF on by default.
SQLGuard — permission before production writes
RemoteAI agents need permission before production SQL writes. Pilot $100 · Gateway $299. Lint≠authorize.
statecore-mcp
Auditable memory for coding agents: evidence chains, supersession history, keyless embedded SQLite
strategy-lab
RemoteStress-test lowcap, perp and LP strategies. Returns the full distribution and a reproduction seed.
syntheticbrew
RemoteEmbed an AI chat widget on your website from your coding agent: provision, configure, get snippet.
tdai-memory-mcp
Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.
testrail-mcp-server
Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts.
ugs-mcp
CNC machine control via Universal G-code Sender. Jog, home, run files with hardware safety tokens.
verbative-memory
On-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.