지식 및 메모리 MCP 서버

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Brain.md

mi4uu

Local-first markdown notes with a first-class MCP server. 16 tools + 2 resources for Claude Code, Claude Desktop, Cursor and any MCP agent. Per-folder permissions, semantic RAG via LanceDB, single Bun

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BuildersGate

Thepizzapie

Agentic game development for building games with AI Agents. Run one session per seat: art, gameplay, narrative, QA, audio, tech all in 1 spot

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Geniuz

jackccrawford

Your AI remembers now. Geniuz stores all your data locally on Mac, Windows, Linux, Raspberry Pi. No cloud. No account. No API keys. It's open source; you can read every line of code.

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Unclog

thomaschill

Audit MCP servers, skills, and CLAUDE.md bloat eating your Claude Code context window.

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MCP Rag Server

kwanLeeFrmVi

mcp-rag-server is a Model Context Protocol (MCP) server that enables Retrieval Augmented Generation (RAG) capabilities. It empowers Large Language Models (LLMs) to answer questions based on your docum

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Bhived

ArtKeyAi

bhived is an MCP server that gives AI agents shared memory, skills, and tool discovery. install once, works in Claude Code, Cursor, and 15+ other agents.

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DocSlicer

DocSlicer

Fast, deterministic document parser and chunker for RAG and agent pipelines. Ships an MCP server for agents navigating long documents with precision.

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Llmc

vmlinuzx

One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed security.

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Qdrant

mhalder

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

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Local Faiss

nonatofabio

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

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Seekstone

shaqmughal

The Obsidian MCP server that needs no plugin, no running Obsidian app — and doesn't blow your context window. Filesystem-direct: single-digit-ms keyword search, ~26 ms local semantic search, ~2 KB pay

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Nimbalyst Wiki

nimbalyst

A local wiki your agents write for you. Nimbalyst Wiki plugin for Claude Code and Codex: capture decisions, track typed pages, read and edit in your browser.

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AxioDB

nexoral

Embedded NoSQL Database for TypeScript & AI Agents. Zero-native document database with ACID transactions & in-memory cache — verified on Node.js & Bun.

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Librarian

ngmeyer

The Karpathy LLM Wiki pattern, productionized. MCP server that gives Claude a librarian for your Obsidian vault — graph traversal, auto-wikilinks, trigram search.

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Remembrallmcp

roboticforce

Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.

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Lasagna

dolev31

Swap one RAG pipeline stage, hold the rest fixed, and measure whether the gain survives composition. The framework behind "Retrieval Augmented Generation Compositionality": 450 configurations, eight b

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Agentic RAG With

ashishpatel26

Agentic RAG with MCP Server

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Agy Memory Engine

HydStAn

Lightweight SQLite FTS5 dynamic memory layer & MCP server for Google Antigravity (AGY)

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Pinto Notes

pinto-notes

Notes for iPhone and Mac that ChatGPT, Claude, Claude Code and Codex can read and edit. Feels like Apple Notes, imports it too. Open source, encrypted.

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Memory Bank

aakarsh-sasi

MCP Server with Remote SSH support

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Cortex

PdB333

Analyze software: memory scanner, debugger and static analysis of executables, .NET and Electron apps, from the desktop, the command line, or an AI agent through MCP.

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Enquire

oomkapwn

The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

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Ken

townsendmerino

Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.

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Gomaa

M4F-S

Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.

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Rust Local Rag

ksaritek

High-performance local RAG server in Rust that integrates with Claude Desktop via MCP. Search PDF documents privately using Ollama embeddings - no external API calls.

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Goatlas

xdotech

GoAtlas: The AI-Powered Code Intelligence Engine — A server-side MCP platform that deeply indexes Go/TypeScript codebases via AST parsing, builds a Neo4j knowledge graph, and provides hybrid semantic

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Aura

chetto1983

Self-hosted AI agent in Go with temporal graph memory, scheduled jobs, MCP tools and Telegram/WhatsApp channels. Docker Compose appliance, MIT.

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Remem

majiayu000

Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.

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Synaptic Memory

PlateerLab

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

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Enhanced MCP Memory

cbunting99

An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, k

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Cursor Local Indexing

LuotoCompany

ChromaDB-powered local indexing support for Cursor, exposed as an MCP server

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Project Rag

Brainwires

A Rust-based Model Context Protocol (MCP) server that provides AI assistants with powerful RAG (Retrieval-Augmented Generation) capabilities for understanding massive codebases. Index codebases with F

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Smg Claude Memory

serkansmg

Production-grade vector memory MCP server for Claude Code. Semantic search, per-project isolation, rules enforcement, team sharing via git.

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Caura Build Fleet

caura-ai

A runnable reference implementation of multi-agent constraint propagation using Caura. 5 specialists share memory via MCP so decisions made upstream automatically govern downstream agents.

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Agent Library

arcadeai-labs

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings. Use over MCP with

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Resonant Mind

nekyialabs

Persistent cognitive infrastructure for AI systems. 28 MCP tools — semantic memory, emotional processing, identity continuity, and a subconscious daemon. Built on Cloudflare Workers.