지식 및 메모리 MCP 서버

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Memory Journal

공식

io.github.neverinfamous

Developer journal with knowledge graphs, relationships, Git context, and semantic search

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Neverinfamous Memory Journal

공식

ai.smithery

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

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Lcc

lucasmartins-ai

Compact coding-agent context without summarizing it away. Verbatim, offline, with a receipt and recall for every cut. CLI, MCP server, Claude Code plugin. MIT.

A

Argyph

ezzy1630

Local-first MCP server giving AI coding agents fast, structured, and semantic context over any codebase. Zero config, zero cloud, full context.

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Engram

staticroostermedia-arch

Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, session handoff. 79 MCP tools. Not a vector DB. Rust + MCP.

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Secure Rag Multi Agent

ssdeanx

Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI orchestration, with JWT Secure, also Deep Research built with Cedar & Next.js. Gemini, OpenAI, Openrouter, &

C

Cie

kraklabs

Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)

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Aide

jmylchreest

Multi-agent orchestration, persistent memory, and intelligent workflows for AI coding assistants. Supports Claude Code, OpenCode and Codex.

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Moflo

eric-cielo

MoFlo — an opinionated, local-first AI agent orchestration toolkit for Claude Code: semantic memory, learned routing, gates, and spells. No API keys, no cloud, works out of the box.

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Vulcan Code

OpenVulcan

Open-source AI coding workbench in Rust: desktop app (GUI) + terminal TUI. Multi-session agents, plan and goal modes, built-in terminal and browser, diff review and Git commits, MCP client and server,

A

Aries Cli

aayoawoyemi

Agentic coding harness with persistent memory and a REPL body. Built on Ori Mnemos. Open source must win.

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Provena

rajfirke

Provena : Context governance for agentic AI — tamper-evident audit trails, provenance validation, EU AI Act compliance. 6 framework adapters, MCP server, PostgreSQL, policy engine.

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Context Mem

JubaKitiashvili

Your AI forgets everything between sessions. This fixes that — 98%+ retrieval accuracy, 100% on LongMemEval, 99% token savings. 44 MCP tools. Fully local, zero cost.

D

Dakera Deploy

Dakera-AI

Self-hosted Dakera AI memory server — Docker Compose, Kubernetes, Helm, HA cluster setup, and monitoring.

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Sqlite Literature Management Fastmcp

zongmin-yu

A flexible system for managing various types of sources (papers, books, webpages, etc.) and integrating them with knowledge graphs.

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MCE

DexopT

Transparent JSON-RPC proxy for MCP servers that saves up to 90% of your AI agent's context window tokens.

C

Cartog

jrollin

Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, private and local storage. Agent ready.

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Rijksmuseum MCP Plus

kintopp

MCP server for the Rijksmuseum collections with extended metadata, semantic and full-text search, provenance analysis, similarity comparisons and spatial queries.

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Frc Rag

ramalamadingdong

This contains a MCP Server that has all the documentation for WPILib.

S

Superskill

permanu

One-entry orchestrator for coding agents: jailed vault, FTS knowledge graph, 18-axis review, in-harness Chrome QA. Curated packs — not a 90k-skill dump.

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Fable

grooverLab

High-fidelity transcript memory for Claude Code — index every session, recall byte-identical, search, prune, compose. Local-first, stdlib-only, MCP.

K

KunAvatar

KunLabAI

基于ollama推理框架本地部署的Agent应用，实现MCP工具调用，短长期记忆等功能。|| A locally deployed agent application built on the Ollama, featuring MCP tool integration along with both short-term and long-term memory support.

D

Devmind

JochenYang

DevMind MCP provides **persistent memory capabilities** for AI assistants through the Model Context Protocol (MCP). It enables AI to remember context across conversations, automatically track developm

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Evee

goodfire-ai

MCP server for the EVEE (Evo Variant Effect Explorer) API — variant effect prediction from genomic foundation model embeddings

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Slabby

russwyte

MCP server for Slab knowledge base integration with AI coding agents

N

Noosphere

JinNing6

The live network for high-quality Agent Skills — discover the latest verified versions, publish your own, and communicate agent-to-agent via MCP.

C

Clickadvisor

olyannaa

CLI advisor for ClickHouse query optimization. Formally verified rewrite rules + RAG + MCP server.

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MCP Bsl Platform Help Context

Desko77

MCP-сервер: документация API платформы 1С, строгая типизация BSL, стандарты кода. Keyword, semantic и hybrid поиск для AI-ассистентов.

C

Crystalline

jordiboehme

Local-first crystalline intelligence for AI agents: the knowledge that endures across sessions, taught as Markdown Domains and captured as Engrams. One Rust binary with MCP server, CLI and hybrid sear

A

Agent Knowledge

keshrath

Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic+TF-IDF search, auto-distillation with secrets scrubbing

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MCP Turso Cloud

spences10

A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and databa

O

Orangepro

OrangeproAI

OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.

C

Codemem

cogniplex

A standalone Rust memory engine for AI coding assistants. Single binary, zero runtime deps. Graph-vector hybrid with MCP tools.

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Claude Graph Memory

amarodeabreu

Give Claude Code a permanent memory — 100% local, zero config, graph-powered

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CloudMind

evepupil

开源、用户自有、运行在个人 Cloudflare 账号中的 AI 记忆层。

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Obsidian

maxkuminov

Self-hosted agent memory in your Obsidian vault: an MCP server with hybrid search, link graph, change feed, tasks and guarded writes, for claude.ai, ChatGPT and Claude Code.