Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

Extract domain knowledge from codebases to reduce LLM token consumption by 20x and time in agentic search by 10x — gathers and makes concepts, naming conventions, and vocabulary queryable via MCP.

Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works for small and large codebases and monorepos! Enterprise-ready and fully compliant via Ollama and SQLite-vec.

MCP for Pwn

Multiplatform system monitoring tool using Cosmopolitan Libc

simple mbtiles server

Moondream MCP Server in Python

Baidu Map MCP Server

The filesystem for AI agents

An MCP server that enables searching and browsing of RimWorld source code.

Memory service, SDK, CLI, and plugins for agent recall and writeback.

Model Context Protocol For R

👩‍💻 MCP server to index external repositories

Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.

Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs

A MCP server for symbolic manipulation of mathematical expressions

Enable AI assistants to explore and query your Steampipe data!

The engine powering hundreds of thousands of MCP connections 🤖 🔥

An MCP ( Model Context Protocol ) Server for Grafana Loki

mcp server for gitingest

FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorDB

MCP server for Minecraft Development

Chrome extension & CLI to let agents control your browser. Runs Playwright snippets in a stateful sandbox. Available as CLI or MCP