MCP Server Directory

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

MCP server for code search (ripgrep + fd) with structured, token-efficient output

Email validation and SMTP verification for Claude Desktop, Cursor, and Claude Code.

grader ai.tessen/grader

Honest A-F grades for trading strategies, backtested on real out-of-sample data. No hype.

VASTlint io.github.aleksUIX/vastlint

Validate VAST, VMAP, and DAAST ad tags against IAB specs. 246 rules, pure Rust core.

exa-labs-exa-code-mcp ai.smithery/exa-labs-exa-code-mcp

Find open-source libraries and fetch contextual code snippets by version to accelerate development…

alloy ai.usealloy/alloy

Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.

arjunkmrm-py-test-0 ai.smithery/arjunkmrm-py-test-0

Send personalized greetings by name, with an optional pirate tone. Generate greeting prompts and e…

docfork-mcp ai.smithery/docfork-mcp

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

This web browser has been designed to help your agent debug and develop complex web applications.

Local-first MCP server for semantic C# analysis & refactoring via Roslyn & MSBuildWorkspace.

Manage Docker (containers, images, Compose, Swarm, registries) via the Docker SDK and CLI.

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

Interbang app.interbang/interbang

Moderated usability testing: read sessions, notes, transcripts, reports, and draft test scenarios.

brainfile io.brainfile/brainfile

Brainfile memory layer for Claude Code over MCP: free starter files + weekly freshness feed.

github-mcp-server com.thenextgennexus/github-mcp-server

GitHub repo analytics: stars, trending, code search, contributor maps for project research.

Structured Docker operations (ps, images, logs, build) as typed JSON.

Advanced codebase indexing and semantic search MCP server

Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.

Hatchable com.hatchable/hatchable

Build, deploy, and host full-stack web apps from any MCP client. DB, auth, storage, cron included.

Convert addresses to coordinates and reverse-geocode locations worldwide

Paper Lantern ai.paperlantern/code

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

Delegate tasks to coding agents (Claude, Codex, Antigravity) from any MCP client

Generate styled QR codes, manage dynamic short links with analytics, and publish landing pages.