지식 및 메모리 MCP 서버

L

Lore

hyunjae-labs

Semantic search MCP server for Claude Code conversations. Hybrid vector + keyword search across all your sessions, fully local.

K

Knot

raultov

High-performance Rust MCP server & CLI codebase indexer for AI agents. Unlocks deep codebase understanding through semantic vector search, structural graph traversal, and cross-repo dependency resolut

B

BetterWebSearch

PhantomPixelDev

Keyless-first MCP for better web research — DuckDuckGo out of the box, Brave/Tavily optional, 3-tier extraction (HTTP → hydration → Playwright)

N

N2n Memory

n2ns

Project-local MCP memory server for AI coding agents. Knowledge graph stored in .mcp/ inside each repo — isolated per project, Git-friendly JSON, dual-buffer (durable graph + active context).

I

Iconmind

Iconmind

5,200+ open-source icons for AI-era software — agents, MCP, RAG, LLMs — with an MCP server so your coding assistant picks real names. React, Vue, Svelte, Solid, Preact, React Native, Astro, Laravel, F

M

Memory

drdee

An mcp server that you can use to store and retrieve ideas, prompt templates, personal preferences to use with you favourite AI tool that supports the modelcontextprovider protocol.

Z

Zep

kev-hu

MCP server for the Zep Cloud API — knowledge graph memory for AI agents

Y

Yance

XRSec

Local-first AI brain for personal relationships and communication, powered by MCP｜多平台身份图谱、关系记忆、回复策略与受控自动回复

R

Reshapr.io

reshaprio

reShapr website and documentation: turn your APIs AI-Native, without rebuilding them

A

Aionforge Memory

jscott3201

A Rust-native agentic memory substrate built on the selene-db graph engine: a bi-temporal knowledge graph, hybrid retrieval, and an optional MCP server.

S

Smart Connections

dan6684

MCP server that exposes Obsidian Smart Connections vector database to Claude Code via semantic search

M

Mindkeg

carloluisito

A persistent memory MCP server for AI coding agents — stores, searches, and retrieves atomic learnings so agents retain knowledge across sessions.

W

Weft

Avi-141

Local-first knowledge graph for browser tabs. Louvain clustering, PageRank, MCP server for AI assistants, Chrome extension, CLI. 100% private.

M

Memorylens

MarcelRoozekrans

MCP server for on-demand .NET memory profiling with AI-actionable code fix suggestions, collecting heap data in-process over EventPipe

M

Membrick

RooAGI

Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.

C

Claude Praetorian

Vvkmnn

An MCP server for context compaction and recycling in Claude Code

V

Viberag

mdrideout

viberag is an MCP server for local codebase semantic search

O

Omnifeed

kinorai

LLM-friendly web crawler & scraper with a dedicated Reddit engine, built on Crawl4AI — Open WebUI compatible

A

Ace MCP Go

xiaoxu123195

Go-based MCP server for codebase indexing and semantic search (Augment-compatible)

S

Siyuan

leolulu

MCP server for turning Siyuan into an AI-native, automation-ready knowledge base.

R

RustFox

chinkan

A Rust-based Telegram AI assistant powered by OpenRouter LLM with built-in sandboxed tools, scheduling, persistent memory, and MCP server integration.

R

Rein

lyr1cs

Multi-source cross-validated memory MCP server for AI agents (Rust, jieba CJK, local-first, AGPL)

M

Memos

Markgatcha

MemOS - Universal local-first persistent memory layer for AI agents and LLMs

T

Turbo Quant Memory

공식

io.github.Lexus2016

Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.

P

Palace Rs

AncientiCe

Local-first memory for coding agents: MCP server, single SQLite file, local embeddings

G

Grooveseek

alphabet-h

MCP server for semantic hybrid search (sqlite-vec + FTS5 with optional cross-encoder reranking) over a Markdown / plain-text knowledge base

P

Palace

공식

io.github.AncientiCe

Local-first memory for coding agents — MCP server, single SQLite file, local embeddings

T

Tisty

rgdevment

Local memory and context for you and your AI agent: Markdown notes, documents and tasks on your disk, with an MCP server for GitHub Copilot, Claude Code, Codex and Cursor. Open source, no account.

A

Agentic Search

cardea-mcp

A Model Context Protocol (MCP) server that provides agentic search capabilities with support for vector search using Qdrant, full-text search using TiDB, or both combined.

A

Aletheia Mem

mohamed-ashraf-elsaed

Free, local memory and rules hub for AI coding tools: persistent memory for Claude Code, Codex, Cursor and Gemini CLI. One SQLite store over MCP, REST and CLI. Rules sync to CLAUDE.md and AGENTS.md. c

K

KLYPIX Shared Project Memory

공식

io.github.dahshanlabs

Shared project memory for Claude Code, Codex and Cursor: decisions, corrections, overlap warnings.

B

Bookstack

bees-roadhouse

MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE + Streamable HTTP), OAuth 2.1, pluggable DB (SQLite/PostgreSQL+pgvector).

B

Basic Memory

mcp

Basic Memory is a knowledge management system that allows you to build a persistent semantic grap...

M

MCP Context Server

GetActionSpace

MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.

S

Sessionmem

catfish-1234

Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine

N

Neo4j Memory

mcp

Provide persistent memory capabilities through Neo4j graph database integration.