18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
MCP server for letsrunit — AI-agent browser test generation and execution
A Model Context Protocol server providing tools to read, search, and manipulate Git repositories programmatically via LLMs
Fetch random LGTM (Looks Good To Me) images for use in code reviews and developer communications. Enhance your team's collaboration by easily embedding fun and relevant images in your discussions.
Give your AI agent a Bitcoin wallet. Send and receive Lightning payments, check balances, and manage invoices, all through MCP tool calls. Works with Claude Code, Codex, Cursor, Windsurf, and any MCP-compatible client. Free to start, no KYC.
Autonomous penetration testing framework with MCP tool bridges for Kali Linux container management and CTF workflows.
QR-driven customer-journey platform for tracked QR codes, short links, and analytics.
Secure MCP runtime server for scanning and autofixing code issues
AI-powered C/C++ debugger via LLDB and Model Context Protocol. 40 debugging tools for Claude Code and Claude Desktop.
LLui MCP server — LLM debug tools via Model Context Protocol
A LocalStack MCP Server for managing LocalStack containers with Pro support
Connect AI assistants to Lokalise to manage translation projects, keys, and workflows through natural conversation. Automate localization tasks, monitor progress, and collaborate with your team without writing code. Streamline your translation management directly from your chat interface.
MCP server for loopctl — structural trust for AI development loops
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense code.
MCP server bridging Claude Code to Language Server Protocol servers
MCP server for Macroforge documentation and code analysis
Semantic code search for Magento 2 — index, search, MCP server
Provide AI assistants with comprehensive, semantic search and contextual understanding of the MAGMA computational algebra system handbook. Enable users to retrieve categorized code examples, detailed code explanations, and filtered documentation efficiently. Enhance research, learning, and development workflows with fast, vector-powered similarity search tailored for MAGMA syntax and concepts.
MCP server for MailPal -- free email for AI agents with hardware attestation
Maina MCP server — Model Context Protocol bridge for AI host agents
A deliberately malicious MCP server for E2E testing purposes
Mandu MCP Server - Agent-native interface for Mandu framework operations
MCP server for executing Manim animation code and generating videos