18,186 MCP servers crawled across 12 categories. 164 deterministic detection rules. Evidence chains, not vibes.
MCP server for G-code syntax validation using GCodeClean
A Model Context Protocol server providing tools to read, search, and manipulate Git repositories programmatically via LLMs
MCP server enabling LLMs to query issues, stacktraces, and resolve errors in GlitchTip
MCP Server for GLM-4.5V integration with Claude Code
A MCP server project
MCP server for playing interactive fiction games (Glulx and Z-machine)
MCP server that reverse-engineers technical specifications from source code in eight phases (Inverspec workflow).
Model Context Protocol (MCP) implementation for iOS simulators
MCP server for executing Python code on Kaggle GPU runtimes (T4/P100/TPU)
MCP server for filtering and analyzing cloud platform logs
A MCP server for MQL5 development: Compiles code locally via MetaEditor and searches official docs.
Model Context Protocol (MCP) server to build fast integration testing with Plaid Sandbox data.
Validate and experiment with Model Context Protocol server implementations supporting multiple transport mechanisms. Run the server locally, with STDIO transport, or deploy it to AWS Lambda for scalable MCP integrations. Use the MCP Inspector for easy testing and debugging of MCP tools and workflows.
MCP Server for py2many - transpile Python to multiple languages
MCP relay server for Claude Desktop <-> Claude Code communication
MCP Servers Automated Testing Application - Test MCP servers with ease
Servidor MCP con herramientas de pentesting integradas
MCP server that scans MCP configurations, tool definitions, and code for security vulnerabilities
Multi-Sensory AI Communication - Morse, Braille, SSTV/REFLUX encode+decode for off-grid AI networks. Complete sensory loop!
MCP server for Sentinel QA — manage test cases from any AI assistant
Provide a test implementation of an MCP server to validate and demonstrate MCP protocol features. Enable developers to experiment with MCP interactions and verify tool, resource, and prompt handling. Facilitate integration testing for MCP clients and servers.
Convert addresses into precise coordinates and retrieve current weather for any location. Accelerate location-aware workflows with streamlined geocoding and weather lookups. Try quick greeting responses for demos and testing.