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MCP Servers

Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB.

VV knowledge layer for AI agents — MCP server exposing Visualize Value frameworks, voice, and content

Maybe the headless Ghidra MCP you are looking for.

Search and memory across your AI coding sessions — one index over Claude Code, Codex, and Pi. Fuzzy-find and resume from the CLI, give agents recall via MCP, and get usage reports.

MCP server for build123d to improve AI cognition when creating 3D CAD models

Your AI agent doesn't know what's broken in production. This fixes that.

A lightweight, zero-footprint TypeScript MCP server that lets AI assistants drive the Godot 4.x game engine.

MCP server de dados do agronegocio brasileiro: cotacoes (boi, soja, milho, leite) e conversoes

Stdio MCP server to build, run and read reports for JMeter test plans

It gives agents a safe, inspectable, token-efficient way to without falling back to brittle UI automation.

MCP server and CLI tool for interacting with the Internet Archive's Wayback Machine

- Access MATLAB documentation via matlab://documentation/getting-started URI - Get started guide with examples and usage instructions
Agent Skills

![NPM version][npm-url] ![Downloads][downloads-url] ![License][license-url] ![twitter][twitter] ![Discord Chat][discord-invite]

Lakehouse graph database for context assembly & multi-agent coordination Multimodal retrieval · Git-style branching · object-storage native