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Smg Claude Memory

serkansmg

Production-grade vector memory MCP server for Claude Code. Semantic search, per-project isolation, rules enforcement, team sharing via git.

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Enhanced MCP Memory

cbunting99

An enhanced MCP (Model Context Protocol) server for intelligent memory and task management, designed for AI assistants and development workflows. Features semantic search, automatic task extraction, k

S

Synaptic Memory

PlateerLab

Knowledge graph + MCP tool server for LLM agents with hybrid retrieval, live DB sync, Korean FTS, and memory feedback.

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Project Rag

Brainwires

A Rust-based Model Context Protocol (MCP) server that provides AI assistants with powerful RAG (Retrieval-Augmented Generation) capabilities for understanding massive codebases. Index codebases with F

C

Caura Build Fleet

caura-ai

A runnable reference implementation of multi-agent constraint propagation using Caura. 5 specialists share memory via MCP so decisions made upstream automatically govern downstream agents.

A

Agent Library

arcadeai-labs

Agent Library personal knowledge base with a search and retrieval system MCP Server and CLI. Preconfigured local models and support for Text, images, OCR/vision, and code embeddings. Use over MCP with

A

Aura

chetto1983

Self-hosted AI agent in Go with temporal graph memory, scheduled jobs, MCP tools and Telegram/WhatsApp channels. Docker Compose appliance, MIT.

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Obsidian Memory

YuNaga224

MCP server for storing AI memories as Markdown files with Obsidian graph visualization support

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MyBrAIn

lilium360

myBrAIn is an MCP (Model Context Protocol) server designed to provide persistent and contextual memory to language models (like Google Antigravity). It acts as a "second brain" for your development en

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Curion

geanatz

Curion is a project-local memory layer for AI coding agents, published as an MCP server for Claude Code, Codex, OpenCode, and other MCP clients.

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Rust Code

molaco

mcp server for rust code semantic hybrid search bm25 + embeddings with tree-sitter, gpu accelerated indexing and merkle tree updates

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Mori

fjwood69

mori MCP server — a governed memory layer for AI coding agents.

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Memini

eleboucher

Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.

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GYO AGENTS

youssef-jad

MCP server + prompt that turns any AI coding agent (Cursor, Claude Code, Cline, Kiro, Windsurf…) into your Digital Twin — generate a project-specific AGENTS.md and give every tool a shared, persistent

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Papez

Astrix-Labs

Open-source causal graph memory for AI agents. 85.55 on LoCoMo under a frozen, reproducible protocol. MCP server with ACT-R scoring, spreading activation, and active forgetting.

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Data Olympus

knaisoma

Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and CLI. Pre-release.

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Pmx Canvas

pskoett

PMX Canvas is a shared board where you and your AI agents collect and present the data and evidence behind your work. Curate that material into context for your agent's next step, then bring the resul

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Rpg Encoder

userFRM

MCP server that gives AI coding agents semantic understanding of any codebase. Search by intent, auto-sync on edits, whole-repo context in one call. Rust + tree-sitter, 15 languages, 28 tools.

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Gemini Context

ogoldberg

MCP server for Cursor that leverages Gemini's much larger context window to enhance the capabilities of the AI tools

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Remnote

robert7

MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, and coding harnesses to your RemNote knowledge base via the RemNote Automation Bridge.

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Memorys

LeandroPG19

Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian learning, episodic memory, contradiction detection, prospective triggers, Bayesian calibration, zero-config Docker

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Fortemi

Fortemi

Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio

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Sema

get-sema

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks, impact analysis, and a VS Code chat and agent supporting local CLIs and API provi

W

Websearch

daidaiJ

零 API Key 即可运行的 Go 版 MCP 搜索服务：多引擎并发（百度/Bing/DDG/Google）+ API 供应商池（Tavily/Exa/豆包/元宝/TinyFish 等）+ 9 大学术引擎 + 网页抓取与 MinerU PDF 解析 + 内置控制中心｜Zero-key MCP search server in Go: hybrid engines, provider pool,

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Fde Learning

wmc837911722-del

FDE 中文成长手册：24 周 Forward Deployed Engineer 教程，贯通商业决策、一线问题发现、RAG/MCP 工程交付与运营交接。

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Tiger Memory

timescale

A simple memory implementation

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Huqan

ali-ulu

Local-first verification layer for AI agents: evidence, provenance, policy gates, human approval, and auditable Trust Receipts before a claim, memory write, or action is trusted.

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Mimirs

TheWinci

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

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M3 Memory

Oficial

io.github.skynetcmd

Local-first, cloud-friendly memory — 100+ tools, 99.2% LongMemEval-S retrieval@8, hybrid search.

C

Calibre

Oficial

io.github.caelum29

Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.

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Novyx

novyxlabs

MCP tools for Novyx governed actions, shared memory, audit, rollback, and evidence workflows.

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MCP Memory Server

mnemoverse

Hosted persistent memory for AI agents over MCP. Tell it a recalled memory helped or misled, and it re-ranks what comes back next. Shared rooms for multi-agent work. One key or OAuth across Claude Cod

H

Hades

TheArcForge

Unity-aware AI infrastructure for Claude Code — a macOS app that serves a knowledge graph of your Unity project over MCP: 32 tools that let your agent know your project, not just grep its files.

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Memwyre

memwyreai

Memwyre is an open-source, universal memory infrastructure and persistent knowledge retrieval layer for Large Language Models (LLMs), AI agents, and custom applications.

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Mnemoverse Memory

Oficial

io.github.mnemoverse

Hosted agent memory that learns from outcomes, with shared rooms. No key: mcp.mnemoverse.com/mcp

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Lexis

R0MADEV

Lexical + structural code search MCP server for Claude Code, Cursor, Windsurf and any MCP client. Gives AI assistants 28 precise search tools so they find the right code fast 80% fewer tokens per task