1221 packages found
Shared memory layer for AI coding tools. One local SQLite DB, every tool reads the same verified facts. Local-first, zer
Self-hosted MCP server for Obsidian: semantic + full-text search, wikilink graph, note CRUD, OAuth, and a self-describin
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous wor
@zilliztech✓ OfficialOpen Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.
Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audi
On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.
MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE
Hands-on workshop focused on building an MCP (Model Context Protocol) server integrated with a local database, exploring
@hjqcanLocal-first, auditable memory layer for AI apps and coding agents — Codex, Claude Code, MCP, HTTP, TypeScript, and Pytho
A local MCP memory server backed by plain markdown + JSON files, synced via git. No database. Project-scoped memory with
This MCP server provides tools for listing and retrieving content from different knowledge bases.
Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL
Sistema de Memoria Dual con Búsqueda Integrada por Relevancia Expansiva (BIRE) — PostgreSQL + pgvector + Gemini Embeddin
Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots,
CLI tool for building production RAG systems from Markdown, CSV, and PDF documents using hybrid search (BM25 + vector) w
Knowledge graph for token-efficient code reviews -- semantic search and call-graph resolution across your codebase.
CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco
MCP Server For Turkish Legal Databases
[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
Local-first document corpus pipeline for grounded AI agents
Save 30% token costs when using Claude Code, Codex, OpenCode for free - with open source, local semantic search. Works f
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
Convert source code to LLM ready knowledge base
Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Represe
Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions. Feat
Remote MCP server for ChromaDB
Frontend AI coding agent platform with CLI, VS Code extension, desktop app, MCP server, RAG planning, Skills, SDD guardr
Shrink the web for your local LLMs!
Open-source ETL/ELT on DuckDB. Write, wire, or draw one pipeline: 350+ components, 160+ connectors, dbt, CDC, data quali
The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link an
Founders OS - CRM, tasks, finances, feeds, and memory for founders, as an MCP server.
Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. Capture, compile, recall over
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 10
Turn your documents into agent memory. MCP server with hybrid semantic + keyword search over emails, PDFs, notes, and pa
Agent OS in Rust — one binary, 37 agents, 26 LLM providers, 37 channels (Telegram/Discord/Slack...), MCP server, A2A pro
mcp-server-outlook-email
Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contrad
MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
✈️ 24-tool MCP server for Claude Code: preflight checks for your prompts, cross-service context, session history search
Universal documentation knowledge-graph MCP server with hybrid full-text + vector search.
Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelli
The open-source MCP server behind ByteAsk Embedded Docs: a source-grounded, page-cited evidence-retrieval server for cod
memory-mcp-1file