지식 및 메모리 MCP 서버

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Memrain

timurgaleev

Long-term memory for your AI agents, in your own AWS account. Notes, decisions and code in one store that Claude, ChatGPT, Codex and other MCP clients search, with a source pointer on every result. Pe

A

AIWorkHub

shrec

Open-source, local-first control plane for multi-model AI coding agents in VS Code and MCP: task DAGs, source intelligence, durable context and evidence-based review.

A

Agentic Vision

agentralabs

Persistent visual memory for AI agents — capture screenshots, embed with CLIP ViT-B/32, compare, recall. MCP server + Rust core library.

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KMCP

agent-accessibility

Open-source MCP server for your docs. Zero LLM at query time. docker compose up and go.

C

Codeatlas Platform

giauphan

AI-powered codebase intelligence platform — MCP Server, AST analysis, Knowledge Graph, and semantic memory with SQLite + sqlite-vec. Analyze any codebase in minutes.

W

Windows Memory Forensics

0xhackerfren

MCP server for Windows memory forensics. Provides AI agents with 33 tools for analyzing memory dumps using Volatility 3, MemProcFS, and CLR/SOS backends. Includes process analysis, malware detection,

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Nan

luciferfran

MCP server exposing NaN API media tools: image generation/editing (flux-2-klein), TTS (kokoro), STT (whisper), embeddings and rerank

C

Cognio

0xReLogic

Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweight Python server with SQLite storage and semantic search.

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AIngram

bozbuilds

Local-first agent memory in one SQLite file: sqlite-vec/QJL two-pass vector + FTS5 search, knowledge graph (optional auto capture,) Ed25519-signed entries, and MCP server. No cloud dependencies.

E

EMCP Nexus

huzaifa1-0

AI-powered MCP marketplace enabling AI engineers to deploy, monetize, and scale MCP tools using a pay-per-task execution model with integrated Stripe and Web3/crypto billing.

B

Bastra Recall

n0mad-ai

Local-first memory for AI assistants. Keep preferences, decisions and lessons across sessions and connected tools in readable Markdown files.

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Praxos

JustVugg

MCP-powered memory, policy, and experience layer for safer AI agents.

N

Neo Agent Brain

neomjs

Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain Neo.mjs runs on itsel

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Memory Buddy

Trainspotting31

Shared memory layer for AI agents. Deploy once, connect Hermes/Trae/Cursor/Claude Desktop via MCP - they all share one memory. $0/month on Cloudflare free tier.

C

Ctxlayer

stevenn

Context-sharing MCP Gateway on Cloudflare

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Miru Code

takara-ai

Code search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or self-host, works with Claude Code, Copilot and Cursor via MCP.

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Relay

valtors

MCP server with 40 tools for AI agents. Memory, web fetch, search, file ops, screenshots, and multi-agent coordination in one Go binary.

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Engram

bestnite

Self-hosted, multi-user spaced-repetition (SRS) service: FSRS v6 scheduling, 10 card types, Markdown/TeX, REST API and built-in MCP server. Written in Go.

R

Remembrances

madeindigio

A multimodal memory MCP server for made that your AI assistant learn from you and itself. DIGIO Alchemai Project

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Woolly

rjcuff

One memory for all your AI tools. Local, private, and always up to date. Works with Claude, Cursor, Ollama and any MCP app.

S

Social Knowledge Base

guimatheus92

Turn social-media creators' videos into a searchable, curated knowledge base — Next.js download/manage app + GPU transcription (faster-whisper) + RAG

W

WorkflowyMCP

dromologue

An MCP server that uses Workflowy and Claude to manage Tasks & Information in Workflowy and create a Second Brain

F

Flashmind Gemini 3.8 Flash Smart Agent

Hvftpie13

flashmind — Gemini 3.8 Flash Smart Agent. Gives Gemini Flash persistent memory (Engram), coding skills, and no-hallucination rules. Works in Gemini CLI, Antigravity, Cursor, VS Code, Claude Code and a

M

MCP Rag Server

Daniel-Barta

Lightweight RAG server for the Model Context Protocol: ingest source code, docs, build a vector index, and expose search/citations to LLMs via MCP tools.

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Memorylens

MarcelRoozekrans

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

S

Siyuan

leolulu

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

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Oasyce Psyche

Shangri-la-0428

AI-first subjectivity kernel for agents — persistent emotional state, relation dynamics, adaptive reply loops. Zero extra LLM calls.

S

Sulci Oss

sulci-io

The semantic cache for LLM apps and Agentic AI. Open source, Apache 2.0. sulci.io

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Awos Recruitment

provectus

MCP server and CLI for discovering and installing AI coding assistant capabilities — skills, agents, and tools — via semantic search and one-command setup.

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Precis

retospect

Untiring, token-efficient research collaborator: reads papers and patents, cites the paragraph, writes the paper, designs and simulates what it proposes.

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Paparats

IBazylchuk

Self-hosted semantic code search MCP server for Claude Code, Cursor, Codex and Copilot. Indexes many repos locally with tree-sitter AST chunking, a symbol graph (find usages) and git history, on Qdran

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

I

Issun Db

IssunDB

A fast embedded graph database for AI applications and graph analytics

O

Opencodeintel

OpenCodeIntel

Code-search platform for AI coding agents: vector search fused with BM25 keyword scoring and reranking, tree-sitter AST chunking, a web app, a REST API and a 12-tool MCP server.

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Lore

hyunjae-labs

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

B

BetterWebSearch

PhantomPixelDev

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