Results for “vector”

Universal documentation knowledge-graph MCP server with hybrid full-text + vector search.

@zilliztech✓ Official

Zilliz Cloud plugin for Claude Code & OpenAI Codex — manage clusters, collections, vector search, backups, and more thro

Persistent, graph-based memory for Roo Code via MCP

Shared memory layer for AI coding tools. One local SQLite DB, every tool reads the same verified facts. Local-first, zer

MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE

@zilliztech✓ Official

Agent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

Persistent memory for AI coding agents. Semantic knowledge + searchable archives in SQLite, served as an MCP server. HES

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

@zilliztech✓ Official

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 55+ MCP tools, hybrid recall, bi-tempor

Markdown vector search MCP server for Claude Code. Natural language search for markdown files using multilingual-e5-smal

Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Sup

Sophisticated AI chatbot with long-term memory capabilities, complete Notion workspace integration, and MCP (Model Conte

🧠 Personal knowledge MCP server with vector database for Opencode. Store and retrieve knowledge using semantic search,

A cognitive memory system for AI agents. Single SQLite file. MCP server included.

@zilliztech✓ Official

Agent skill that teaches LLMs to operate Milvus vector database using pymilvus — connection, collections, vector CRU

Sovereign single-binary knowledge mesh for coding agents (MCP): index, search and serve your notes + code as context. Fa

Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents

Palaia — Local, crash-safe memory for AI agents. Semantic vector search (fastembed/OpenAI/Ollama). SQLite + sqlite-vec o

⚠️ DEPRECATED - Use https://github.com/SylphxAI/coderag instead

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

MCP server to store memories in postgres

Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contrad

A local MCP memory server backed by plain markdown + JSON files, synced via git. No database. Project-scoped memory with

MCP server providing a knowledge graph implementation with semantic search capabilities powered by Qdrant vector databas

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temp

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enab

Local-first AI memory system in Rust with SQLite storage, semantic search, knowledge graph, MCP server, and CLI.

DeepContext is an MCP server that adds symbol-aware semantic search to Claude Code, Codex CLI, and other agents for fast

Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zer

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

A personal knowledge base Claude can actually search. Ingests code, PDFs, images, and notes; serves them to Claude via M

AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating

🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with ful

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with

Durable, local-first memory for AI coding agents over MCP — zero-dependency, curated & semantically de-duped, you own th

Persistent memory for AI assistants, self-hosted and provider-portable. MCP server with SQLite + FTS5 + sqlite-vec.

@ArcadeData

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a

Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid sear

Local, agentic semantic recall over your Claude Code session history — resume past tasks instantly. MCP tools + retrieva