33 packages found
A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid searc
[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank
AMG-RAG (Agentic Medical Graph-RAG) is a comprehensive framework that automates the construction and continuous updating
Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)
⚠️ DEPRECATED - Use https://github.com/SylphxAI/coderag instead
@GoogleCloudPlatform✓ OfficialDemo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases vi
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enab
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.
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and wri
Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run
An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on mu
Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map w
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Sup
CLI & MCP server for EndNote .enl libraries via SQLite
KateChat is a universal chat bot platform similar to chat.openai.com. The platform supports multiple LLM providers, MCP
AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:
Give your AI agents persistent memory.
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
Persistent local memory layer for AI. ArcRift uses a Chrome extension and a native MCP server to sync context and decisi
The community development of a MCP server for a Teradata database
Sifter is an open-source, developer-first document extraction engine that turns unstructured documents — invoices, contr
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
@ArcadeDataArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a
@zilliztech✓ OfficialAgent skill that teaches LLMs to operate Milvus vector database using pymilvus — connection, collections, vector CRU
Local-first persistent memory for AI agents — store, recall, and consolidate knowledge across sessions using FAISS, SQLi
Encrypted, bidirectional local memory for your Claude Code Telegram bot — captures both sides at the plugin source, reca
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugi
A local MCP memory server backed by plain markdown + JSON files, synced via git. No database. Project-scoped memory with
@zilliztech✓ OfficialAgent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli
@chroma-core✓ OfficialVector search, document storage, and embeddings — official ChromaDB
@zilliztech✓ OfficialOpen Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.