Results for “vector”

A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid searc

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.

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

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.

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

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

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

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

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

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

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

MCP server to store memories in postgres

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

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

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

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

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

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

Store and retrieve AI memories in a Qdrant vector database

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

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

@ArcadeData

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

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

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenC

@chroma-core✓ Official

Vector search, document storage, and embeddings — official ChromaDB

🧠 High-performance persistent memory system for Model Context Protocol (MCP) powered by libSQL. Features vector search,

One local-first MCP server for agent working state — clipboard history & snippets, TTL cache, file-organizer overlay, an

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

@zilliztech✓ Official

Search, query, and interact with Milvus vector database — official Zilliz

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fu