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MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
Fact evidence-first brain with property graph + hybrid RAG. Search is deduction. ETL included.
GoMIT★ 3Few starsNo key
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
PythonApache-2.0★ 12kNo key
MCP server for Apple Notes. Semantic search, full CRUD, works with MCP clients.
Node.jsMIT★ 7No key
Virtual Assistant for Task Understanding, Tracking & Automation
PythonApache-2.0★ 2Few starsNo key
Pluggable multi-backend Email RAG engine (LlamaIndex): hybrid dense+sparse retrieval over Enron, local .eml.
SkillApache-2.0★ 3Few starsNo key
Local, private "where did I write that?" search for your notes, built for coding agents: BM25 + local Ollama embeddings, MCP server, disk-verified results.
PythonMIT★ 1Few starsNo key
A full-stack multimodal meeting intelligence system with layered RAG, long-term memory, and skill-based generation.
SkillMIT★ 4Few starsNo key
Marrow: self-hosted semantic + lexical search over your AI coding sessions and notes. Every answer cites its source; your corpus never leaves your infrastructure.
SkillApache-2.0★ 5No key
A self-hosted personal knowledge management system that combines note-taking, knowledge graphs, vector search, and AI reasoning into a single application.
SkillMIT★ 1Few starsNo key
MemoryOS is a powerful personal knowledge base that combines traditional **RAG (Vector Search)** with a **High-Fidelity Knowledge Graph**. It doesn't just store your notes; it understands the structur
SkillMIT★ 3Few starsNo key
v2: Hybrid (BM25+vector) RAG over a six-figure legal email archive — full-text message search, recipient-graph filtering, in-chat .eml reading. Gemini Embedding 2, LanceDB, Cloud Run, MCP, queryable f
SkillMITFew starsNo key
Agentic AI platform integrating Google Workspace, Notion, Todoist, and a PDF-based RAG system. Implemented computer-control capabilities through custom and official MCP servers, orchestrated by a Lang
SkillMIT★ 1Few starsNo key
MCP-native RAG server for Southeast Asian legal compliance. Connects Google Drive & Notion to Claude, Cursor, Copilot via Model Context Protocol. Hybrid search (BM25 + vector) + cross-encoder rerankin
MCPLink only★ 1Few stars
Who stands behind it
