지식 및 메모리 MCP 서버

W

Wyrm

ghost.protocol

Local-first persistent memory for AI agents over MCP. Ground truths, a failure firewall that blocks repeated mistakes (negative learning), and hybrid recall, stored in SQLite on your machine. No cloud

T

True Memory Fragments

공식

io.github.kyle641320

Detect stale source context and retain traceable code-chain understanding for AI coding agents.

B

Banyan Memory

공식

io.github.labacacia

Persistent, governed local memory for MCP-compatible AI clients.

R

RxRadar

공식

io.github.labrat-0

Semantic search across 5 US government healthcare databases.

K

Knowledge

공식

io.github.To0wnn

Self-hosted shared memory and docs for Claude Code, Codex and Antigravity agents, with a graph UI

V

Vineverse

DataCraftsmanAU

The Bible as a knowledge graph of verses, people, places, topics and Hebrew lexemes: scripture search, interlinear lookup, cross references and genealogy.

D

Deadzone

공식

io.github.laradji

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

M

Memhtml

GitHub Actions

An agent's long-term memory: one fact per semantic HTML file in git, four-arm retrieval, and curator sessions on a branch.

P

Perseus Vault — Persistent, Encrypted Memory For AI Agents

공식

io.github.Perseus-Computing-LLC

Persistent, encrypted, deterministic memory for AI agents. Local-first, 173 canonical tools.

R

Reverie

공식

ai.knowall

Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

S

Schema Memory

raixslabs

Live database schema memory, ADR workflow & AI pair programming companion

M

Manwe — Memory, Decisions & Agent Tasks

공식

io.github.lemberalla

Shared local memory, decisions and approved agent tasks. Requires the installed Manwe Mac app.

A

AON

공식

io.github.leo007-htun

Self-hosted, uncensored AI agent: ask it tasks, search its long-term memory and your documents.

M

Memvid

ferrants

Local server for memvid storage and semantic search.

R

Rag Embedding Poisoning Escrow Auditor

공식

io.github.adamgraymon

ERC-8183 RAG Knowledge Base & Vector Embedding Anti-Poisoning Auditor & Escrow on Base.

M

Memory

공식

me.ai-know

Chinese-first brain-inspired memory MCP — hybrid recall, 7-layer user profile, workspace assembly.

T

Tentra — Memory For AI Coding Agents

공식

io.github.rdanieli

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

L

Lorebase

공식

io.github.aantenore

Read and change a governed, versioned knowledge graph on Postgres through typed tools.

N

Nan Forget

공식

io.github.NaNMesh

AI that remembers. Local-first cross-session, cross-project long-term memory for coding tools.

V

VISEON For Web

공식

io.viseon

VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

E

Emberverse

공식

ai.emberverse

A living knowledge graph to read, think against, and leave a deposit in that outlives you.

@

@repomem/memory

GitHub Actions

Your repo's memory, available to every AI tool your team uses. A local MCP server that turns a memory/ folder into searchable shared context.

M

Memoria — Deterministic AI Memory & Code Intelligence MCP

공식

io.github.kolivritech

Deterministic memory & code intelligence MCP for 15 IDEs (100% LongMemEval in 12.9ms, 0 LLM tokens).

F

Frugal Memory

공식

io.github.komakeule57-maker

Memory for AI assistants in one SQLite file: full-text search, no vectors, no embeddings.

M

Memory Boost

공식

io.github.arnaugonzalez

Markdown memory for coding agents that audits itself: drift reports and session digests.

M

Mismem

공식

io.github.lucasmella-stack

Cooperative persistent memory for LLMs: episodes, memories and traits over SQLite (FTS5, Hebbian)

S

Subdownload

SubDownload

YouTube knowledge base: summarize videos, fetch transcripts (even without captions), search channels and playlists, and save results for cross-session recall.

C

Cob Rag

공식

io.github.callobuzz

Give any MCP client a business's own knowledge base from a self-hosted cob-rag-engine.

W

Website To Markdown Crawler: HTML To Markdown For LLM And RAG

공식

io.github.bepolabs

Turn a website into Markdown with headings, links and word counts.

W

Wontopos

wontopos

(beta) Wontopos (WOS) long-term memory as an MCP server — one memory across Claude Code, Claude Desktop, Cursor, ChatGPT, and your own agents.

E

Enzyme

공식

io.github.byenzyme

Semantic search and pattern discovery for Obsidian and markdown vaults.

C

Cachly — Memory For Coding Agents

공식

io.github.cachly-dev

Memory for coding agents: stores every fix and finds it again when the problem returns. EU-hosted.

A

AgentleFS

공식

com.agentlefs

Shared second brain for any AI with agent permissions

A

AI SENSE Free Public Tools

공식

com.aisenseapi

87 public tools: agent workflows, audio data transfer, semantic search, queues and webhooks.

K

Knowledge Base

공식

ai.b77

A searchable knowledge base your assistant reads and writes.

L

Local Agent Memory

daniel-garcia

Local-first memory engine for AI coding agents with hybrid search, lifecycle management, and MCP support