Developer Tools MCP servers
MCP servers that give AI agents hands on your codebase: Git, GitHub, CI, testing, terminals, and SDKs.
mcp_test
A simple MCP server example written in TypeScript that provides a multiplication tool.
mcp-failure-lab
A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.
mcp-observatory
MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.
octopus-blackboard
Shared memory & coordination for AI coding agents — a blackboard, not an orchestrator.
Perfonext Build MCP
MCP server for Next.js build stats, chunk attribution, and bundle optimization advice.
pindoc
Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.
pixelletter-mcp
Send physical letters and faxes through the PixelLetter interface, test mode included.
ProvenTools
Read-only ProvenTools business ideas, evidence, build prompts, and validation reports.
raven-nest-mcp
AI-driven penetration testing - 22 security tools behind safety-hardened MCP endpoints
Remote Browser MCP Server from MCPBundles
RemoteAutomate cloud Chrome—navigate, click, type, screenshot, run code, record screen video
robo-cortex
Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.
shimguard
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
Skill of Skills
RemoteQuality-ranked, cross-platform directory of AI coding skills, plugins and MCP servers.
TablePredict
RemoteBuild validated football table and World Cup group prediction links with TablePredict.
webaz
[PRE-LAUNCH] Agent-native MCP commerce protocol. Repo private until W8. See webaz.xyz.
2ools
RemoteBuild, version, review, and export websites, web apps, and games from a conversation.
agent-identity-mcp
Gives an AI agent a disposable email and a real UK phone number to test signup flows.
agent-sec
RemoteZero-install security baseline for AI coding agents — OWASP/CWE-cited rules over MCP.
agenticworkspace
Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.
aifp-mcp
Persistent memory MCP server for AI coding assistants. Chinese-first and fully local.
ask-antigravity
Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions
boot-doctor-mcp
Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.
CGIS Code Graph
Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.
dev953
dev953 method companion: exposes its multi-agent coding method as callable MCP tools.
gha-intel
Workflow timing analysis, configuration audit and billing insight for GitHub Actions.
GitHub Issue MCP
AI-powered MCP server for generating GitHub issues and detecting semantic duplicates.
GPTaria MCP
Post a project brief & publish cases on GPTaria from Claude Code, Cursor or Windsurf.
Hex Graph
Deterministic layered code graph MCP server with framework overlays and SCIP interop.
llmkit
AI cost tracking: 11 tools for spend, budgets, and Claude Code + Cursor + Cline costs
noisy-coding
Voice interface for Claude Code: talk to your agent and it talks back while it works.
Norma by Quality Clouds
RemoteDeterministic AI code review, with an audit record. Governance inside the agent loop.
onepassword
MCP server for interacting with 1Password via the CLI to read and manage credentials.
Packkit
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI agents.
pipehero
RemoteDebug webhooks from your AI agent: inspect and replay captured webhooks on localhost.
semhood
AST-based semantic code search; results ship with their call graph (calls + callers).
sign-cli
Agent-first e-signature MCP server with offline PAdES signing and hash-chained audit.
Sipcode
Context hygiene for Claude Code: drift detection, re-read dedup, and token analytics.
skillkit
Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills
specshield-mcp-server
The API-change deploy gate for AI coding agents. Read-only breaking-change detection.
Stratum MCP
Structured execution for coding agents: contracts, postconditions, gates, guardrails.
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL)
RemoteReview and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.
TridentChain Security
Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No upload.
udacity-commit
Validate & format git commit messages per the Udacity Git Commit Message Style Guide.
ui-ticket-mcp
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.
workspaceguard
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.
x402-codesearch-mcp
Free MCP server: index a repo's files into the x402-codesearch Worker's search index.
ai-cli-mcp
Run Claude, Codex, Gemini, Forge, and OpenCode CLIs through MCP with background jobs
atlassian-dc-mcp-bitbucket
MCP server for Atlassian Bitbucket Data Center - interact with repositories and code