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MCP servers tagged vector
18 live MCP servers tagged "vector", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with vector.
Weave MCP
An MCP server for maximilien/weave-cli which is a universal CLI for vector DBs to help view, list, create, delete, and query collections and documents in collections for developme…
RuVector
RuVector is a High Performance, Real-Time, Self-Learning, Vector GNN, Memory DB built in Rust.
Mnemosyne
Evidence-backed memory for AI agents: local-first recall, temporal history, tested skills, and gradual migration.
Litegraph
Lightweight graph database with relational, vector, and MCP support, designed to power knowledge and artificial intelligence persistence and retrieval.
Hexdocs
MCP server for searching Hex package documentation
Fnord
Fnord is an AI code archaeologist.
Abi
ABI Agent + WDBX Database: A high-speed, fully optimized AI and ML training stack developed in Zig 0.16.0-dev, offering exceptional performance and reliability.
MarkMem
A memory layer for chatbots that stores memory as plain markdown in a git repo
Vectorizer
A high-performance, in-memory vector database written in Rust, designed for semantic search and top-k nearest neighbor queries in AI-driven applications, with binary file persiste…
Codebase
Cursor for Claude Code: Local semantic search over a repository with MCP
Openbrain
OpenBrain is an open-source machine-readable memory layer for agentic systems. It stores typed, versioned memory objects (claims, decisions, tasks, artifacts, entities, relations,…
Inkscape MCP
A self-hosted, Dockerized MCP server that lets Claude (or any MCP client) create and edit SVG documents using inkex (Inkscape's Python extension library) and render/export them wi…
Codebase Search MCP
RAG/VECTOR -A bit better because local. A Model Context Protocol (MCP) server for efficient local codebase searching and indexing.
Turbovec MCP Tiar
Turbovec MCP Server: A local Retrieval-Augmented Generation (RAG) tool that allows AI to seamlessly read, chunk, remember, and semantically search through large project codebases.
Vectorify Php
Vectorify package for PHP
Rag Knowledge Assistant
RAG-powered document chatbot with MCP tools (FastAPI, LangChain, Chroma, OpenAI).
Zmem
Local-first, agent-oriented memory substrate for engineering decisions and evolving project context
Grass MCP
Model Context Protocol (MCP) server for GRASS: geospatial raster, vector, and imagery processing