AI & ML

Local semantic code search with Git history. Works offline, no API key needed.

A robust TypeScript-based MCP server that provides a unified interface to interact with SQLite, PostgreSQL, SQL Server, and MongoDB databases using both standard I/O and SSE modes.

Powered by Ray (video) and Photon (image) models by Luma AI

MCP (Model Context Protocol) Server. Provides local document search and retrieval using Rust for high-performance PDF processing and semantic search with Ollama embeddings, automatically indexing PDF documents from a specified directory for fast retrieval without external services.

A diagnostic proxy and UI for the Model Context Protocol that intercepts, visualizes, and profiles JSON-RPC traffic in real time. It acts as a debugger to inspect raw messages, correlate requests/responses, and profile latency for MCP servers.

A unified management system for Claude to create, execute, and compose reusable Python and shell skills with automated dependency handling and secret management.

Integrates RSS feed aggregation into Claude Desktop, allowing users to fetch, read, and organize content from OPML or JSON subscriptions via the Model Context Protocol.

A comprehensive MCP server providing 22 tools for full integration with LightRAG, covering document management, hybrid querying, and complete knowledge graph lifecycle operations.

A comprehensive MCP server for reMarkable tablets that allows AI assistants to browse library folders, search content, and extract text and handwriting via OCR.

MCP (Model Context Protocol) Server. Provides a Neo4j-powered knowledge graph storage solution for maintaining complex relationships between data points with persistent memory across conversations and efficient fuzzy search capabilities.

MCP (Model Context Protocol) Server. HTTP streaming access to Context7's documentation platform for searching and retrieving software library documentation

A specialized MCP server that provides reliable access to the EBI Ontology Lookup Service (OLS), enabling AI assistants to query biomedical ontologies like Gene Ontology and Human Phenotype Ontology without hallucinations.

A sophisticated task management framework that uses structured reasoning, dependency tracking, and step-by-step implementation guides to help AI agents execute complex development workflows.

MCP (Model Context Protocol) Server. Provides semantic search capabilities for Hugging Face models and datasets using vector embeddings to find resources through natural language descriptions, similarity-based discovery, and trending content retrieval with detailed metadata extraction.

A Go-based MCP server that enables AI assistants to query and analyze distributed tracing data from Grafana Tempo. It supports both standard I/O and HTTP/SSE communication modes for integration with tools like Claude Desktop and n8n.

MCP (Model Context Protocol) Server. Bridges AI assistants with Minecraft servers, enabling command execution for block manipulation, entity management, and game state control through a Go implementation that automatically configures popular clients.

A comprehensive WHOIS lookup server that provides detailed domain registration, IP address ownership, and Autonomous System Number (ASN) information via type-safe TypeScript queries.

An MCP server that integrates Wireshark/tshark with AI tools and IDEs. Capture live traffic, parse .pcap files, apply display filters, follow streams, and export JSON - all via Claude Desktop, VS Code, or CLI. Cross‑platform, typed, tested, and pip‑installable.

Modular MCP server for OPNsense firewall management - 88 tools providing access to 2000+ methods through AI assistants

A comprehensive real estate management server providing tools for property search, agent performance tracking, market analytics, and client-property matching in the Riverside, California area.

MCP (Model Context Protocol) Server. Caches data between language model queries to optimize token consumption and reduce costs in AI interactions.

MCP (Model Context Protocol) Server. Proxy server that enables communication between clients and MCP-compatible services through JSON-RPC, forwarding requests to configured backend URLs while maintaining proper error handling and response formatting.

A Python package enabling LLM models to interact with the Memos server via the MCP interface for searching, creating, retrieving, and managing memos.

Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

A Model Context Protocol server that integrates with Raindrop.io, allowing users to search, create, and manage bookmarks and collections through the Raindrop API.

A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capabilities for LLM agents. Features robust error handling, secure input validation, and transparent reasoning with the showThinking parameter.

A specialized MCP server that interfaces with uithub.com to fetch and analyze GitHub repository contents with smart filtering. It enables seamless code exploration and repository understanding directly within Claude.

A tool for searching and retrieving documentation from crates.io and docs.rs, providing AI agents with direct access to Rust crate details and API documentation in Markdown format.

A Sourcegraph MCP server that provides AI-enhanced code search across multiple repositories, supporting advanced regex queries and context-aware guidance for exploring large codebases.

MCP (Model Context Protocol) Server. Integrates with Sentry's error tracking platform to enable detailed issue analysis, project management, and user session replay for enhanced debugging and monitoring in software development environments.