MCP Server Directory

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…

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.

brainfile io.brainfile/brainfile

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

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

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…

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

VASTlint io.github.aleksUIX/vastlint

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

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.

alloy ai.usealloy/alloy

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

mcp ai.zine/mcp

Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhere.

Interbang app.interbang/interbang

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

Paper Lantern ai.paperlantern/code

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

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

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

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

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

meta-ads-mcp co.pipeboard/meta-ads-mcp

Facebook / Meta Ads automation with AI: analyze performance, test creatives, optimize spend.

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

jira ai.waystation/jira

Track issues, manage projects, and streamline workflows in Jira.

Advanced codebase indexing and semantic search MCP server

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

STUzhy-py_execute_mcp ai.smithery/STUzhy-py_execute_mcp

Run Python code in a secure sandbox without local setup. Declare inline dependencies and execute s…

Hatchable com.hatchable/hatchable

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