지식 및 메모리 MCP 서버

E

EKOS

alexeyban

EKOS is an AI-native platform that continuously reconstructs, compiles, stores and serves enterprise knowledge.

R

React Debugger Extension

hoainho

React debugging in Chrome DevTools: a 5-view panel (Dashboard/Profiler/State/Effects/Settings) with render+memory profiling, issue detectors, a Redux inspector, AI analysis, and an MCP server for codi

W

Warm

writerslogic

Local-first associative memory and vector search for AI agents, with Rust, Python, Node.js, and MCP integrations.

V

Vectorize MCP Worker

dannwaneri

Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.

Z

Zenbrain

zensation-ai

Dynamic agent memory for LLM agents: 7 neuroscience-inspired layers (working, episodic, semantic, procedural) with FSRS spaced repetition and memory consolidation. Zero-dependency TypeScript library,

A

Amdb

BETAER-08

Turn your codebase into AI context — entirely on your machine. Single-binary MCP server with AST parsing, call graph, and local embeddings.

F

Fava Trails

MachineWisdomAI

FAVA Trails — Git-native, curated memory for AI agents via MCP. Draft isolation, promotion gate, thought lifecycle hooks, memory curation protocols, supersession chains.

M

Memory

mcp

Knowledge graph-based persistent memory system.

N

Noema

Fail-Safe

The intentional memory layer for your AI agents.

M

Moki Whiteboard

JKZeng-cell

Local-first infinite whiteboard & MCP server for AI agents: mind maps, multimedia, pages & virtual folders. 本地优先的开源无限白板，支持 Agent 协作、思维导图与素材管理。

S

Slowave

slowave-ai

Living memory layer across your AI coding agents and sessions..

L

LLMSlim Memory

공식

io.github.Thanatos9404

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

R

Rag Rat

cq27-dev

Local repo-intelligence index + MCP server: semantic search, symbol/graph navigation, impact-surface preflight, git + GitHub papertrail, and a source-anchored memory graph.

M

MCP Obsidian

Piotr1215

simple mcp server for interacting with local obsidian notes

M

Memtomem

공식

io.github.memtomem

Long-term memory for AI coding agents, kept as Markdown you own. Runs locally.

Y

Yantrikdb

공식

io.github.yantrikos

Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection

M

Memtomem

memtomem

Long-term memory for AI coding agents, kept as Markdown you own. Hybrid BM25 + vector search over your notes and code via MCP — one local store shared across Claude Code, Codex, Cursor, OpenCode, and

O

Ontoskills

mareasw

OWL 2 skill compiler for deterministic AI agents — transforms SKILL.md into validated RDF/ Turtle ontologies with SHACL gatekeeper

K

Kivgraph

Luqueee

A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, backed by a persistent LadybugDB graph.

H

Hivemind

Lesur-ai

The open memory layer for collective agent awareness — a vendor-neutral MCP service for shared AI-agent memory.

P

Paperless

OrellBuehler

MCP server for Paperless-ngx — lets AI agents like Claude search, upload, tag, and organize your documents, with optional local semantic search

F

FlowState

dialectforge

Free, open-source, local-first project memory for your AI apps (MCP server for Claude, ChatGPT, Cursor, Grok and any MCP client). Your data stays on your machine.

G

Graphersal

graphersal

In-memory graph database and Gremlin traversal engine in Rust: browser playground, CLI, MCP server for AI agents, durable store, Python bindings.

C

Costwise

okyashgajjar

Local MCP server that helps coding agents stop re-reading the same code every turn. Repository intelligence, cache-write optimization, and long-term session memory. 100% local. No API keys.

M

Mind Mem

star-ga

Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.

T

Trusty Tools

bobmatnyc

Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers, daemons & CLIs.

I

Ia Na Pratica

Code4Delphi

IA na Prática: LLM, RAG, MCP, Agents, Function Calling, Multimodal, TTS/STT e mais

S

Svipall

ilien-dev

Local-first MCP server and CLI in Rust: any page as LLM-ready Markdown, whole-site crawls, keyless search, and local captcha solving. No cloud, no API keys.

L

Loom

ClickHouse

Shared long-term memory, document search and a code index for AI agents, linked to your code. Memories point at the files and symbols they're about and surface when an agent edits them. MCP server, Cl

S

Srag

wrxck

Semantic code search and RAG system written in Rust with tree-sitter chunking, MCP server for IDE integration, prompt injection detection, and secret redaction

T

Togomcp

dbcls

MCP server for life-science knowledge graphs

M

MailFathom

fathomise

A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native service. Mail synchronizes into your own PostgreSQL, is indexed for search and retrieval, and is served to AI agent

O

Octobrain

Muvon

Persistent memory for AI assistants — semantic search, knowledge graph, and MCP server integration. Built in Rust.

O

Octobrain

공식

io.github.Muvon

Persistent memory for AI assistants with semantic search and knowledge graph relationships.

N

Neverinfamous Memory Journal

공식

ai.smithery

A MCP server built for developers enabling Git based project management with project and personal…