Io.Github.HeidiEC/Context Pod
Persistent context for AI agents built fromlearned vectors with certainty scores.
ChromaDB Remote MCP Server
Remote ChromaDB vector database MCP server with streamable HTTP transport
Io.Github.NeerajG03/Vector Memory
Semantic document memory using Redis vector store. Save and recall files with natural language.
MCP AutoMem
Graph-vector memory for AI assistants using FalkorDB and Qdrant
CoderSwap MCP Server
Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.
Local FAISS MCP Server
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Io.Github.Atul Fusionpact/Fusionpact Vectordb
Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.
Memwright
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
Io.Github.TKMD/Reftrixmcp
Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector
Cowork History
Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors
ESG MCP Servers
31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.
SAME - Stateless Agent Memory Engine
Persistent memory for AI coding agents. Local-first SQLite + vector search, 12 MCP tools.