S

Sqlite Graph Memory

Oficial

io.github.tonydzi

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

G

Graphmemory

graph-memory

MCP server that builds a semantic graph memory from your project — indexes docs, code, and files, exposes 50+ tools for search, knowledge, tasks, and skills.

T

Tagmem

codysnider

Structured local memory storage and retrieval for LLM agents

S

Sonicproof

kanaworksai-hue

Does your AI-generated sound match the prompt? Local QA for generative audio — check, rank, QC, picture-fit and library search with EmbeddingGemma 2. CLI, web workbench, MCP server.

L

Lossless Code

GodsBoy

DAG-based Lossless Context Management for Claude Code. Every message preserved, summaries cascade as a DAG, patterns extracted via Lossless Dream — full recall and reflection across sessions.

A

Ai Sdk

open-metadata

Bring Semantics to your AI Agents via the OpenMetadata & Collate AI SDK

U

Uniqent

RiggdAI

Any brain, any agent. Package an AI agent's brain — persona, MCP stack, skills, memory, config — into one open, signed bundle and install it into any framework (OpenClaw, Hermes, Claude Code) in one c

P

Projectionlab

mormubis

MCP server for ProjectionLab — export, snapshot, and restore financial plans with a built-in FIRE advisor knowledge base.

A

Agent Memory

xChuCx

Local, searchable project memory for AI coding agents. Markdown source of truth, MCP interface, safe structured updates — no cloud.

Q

Qdrant MCP Pi5

rockywuest

Persistent semantic memory for AI agents on Raspberry Pi 5 — local Qdrant + MCP, no cloud, ~3s per query

H

Hermes Fleet Memory

amrlazw

Zero-bloat distributed vector memory, hardware-enforced domain firewalls, and NAT-traversing execution mesh for multi-instance Hermes agent fleets.

A

Ai Doctor

Jevon-Zhong

‍ Ai智能医生聊天助手-这是一个前端基于Vue3、TS、后端基于Nest.js、MongoDB、Redis、Milvus并结合大模型、RAG等技术实现的医疗库智能问答系统，能结合大模型的生成能力和上传的专业医疗领域知识库针对提问给出专业回答。同时具备工具调用能力，可使用MCP集成网页爬取能力让大模型根据网址对应的医疗领域文章进行分析和输出。

L

Locus

Magnifico4625

Persistent project-aware memory for AI coding tools. Built on MCP. Works with Codex, Claude Code, and other MCP-compatible clients.

L

Local Memory

studiomeyer-io

Persistent local memory for Claude, Cursor & Codex. 21 MCP tools, hybrid retrieval (BM25 + vector RRF), bi-temporal queries, contradiction detection. SQLite + Knowledge Graph. No cloud, no API keys. n

M

Midas

vornicx

Local-first, eval-first memory for long-horizon AI agents — no LLM at ingest. Python SDK + MCP server with source-traceable recall, belief revision, selective forgetting, and reproducible benchmarks.

K

Kremis

TyKolt

A minimal graph engine for grounded AI — records, associates, and retrieves, but never invents. Written in Rust.

N

Nxopen

mingfeng6684

MCP server giving AI coding agents accurate Siemens NXOpen .NET API knowledge via hybrid retrieval (BGE-M3 + sqlite-vec), built from your own licensed NX installation

P

Pbi Context

Osc2405

AI context engine for Power BI models — turns .pbit/.pbip (TMDL) into indexed, queryable context for LLM agents (MCP server, CLI, docs). Zero dependencies.

C

Codebase RAG

bluewings1211

A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to assist AI agents and developers in understanding and navigating codebases.. It supports incremental indexing a

M

MCP Raganything

SoluDevTech

API/MCP wrapper for RagAnything

O

Openmymemo

MyMemoAI

Your AI memory as a local folder you own. Claude, Codex, Cursor and any MCP app share it; you see every change and can undo it.

M

Mnemo

Logos-Flux

MCP server that uses Gemini's context caching as extended memory for AI assistants. Load GitHub repos, URLs, PDFs.

M

Mini Memory

utk09-NCL

A lightweight, local-first persistent memory server for AI tools. Stores structured memory entries in SQLite and exposes them over both the Model Context Protocol (MCP) and a plain REST HTTP API

M

Memoryvault

guirguispierre

MemoryVault — a self-hosted, graph-aware memory server for AI assistants. Cloudflare Workers + D1 + MCP.

S

Smriti

vn-envy

Zero-infrastructure, local-first memory for AI agents. One SQLite file — no Postgres, Neo4j, or cloud. Bi-temporal supersession (updates, never deletes), four-channel hybrid retrieval, and a drop-in M

A

Agent Recall

mnardit

Persistent memory for AI coding agents. SQLite-backed knowledge graph with MCP server.

M

Memory

michael-denyer

Engram-inspired memory MCP server with hot cache and pattern mining

D

Dotnet Dump

frankbolero

An AI-native CLI Tool and MCP server for .NET memory dump investigations. Leverage LLMs (Claude/Gemini) to analyze heaps, threads, and exceptions using natural language. Built with ClrMD, token-eff

M

Medha

tejzpr

Medha is a Model Context Protocol (MCP) server that provides persistent, git-versioned memory storage for LLM applications. It combines the power of Git's version control with graph-based memory assoc

O

Orven

naseridev

MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.

W

Watercooler

mostlyharmless-ai

Watercooler: your team's shared reasoning layer for agentic coding. Preserve the "why" around your code.

A

Atlasmemory

Bpolat0

Proof-backed, drift-resistant AI memory for your codebase. 11 languages, 28 MCP tools, evidence-linked claims.

E

Eunomia

Cashara-io

Self-hosted shared memory for AI agents: vaults of people, facts and decisions your agents recall over MCP or REST, with semantic, keyword and graph search.

V

Vixel

RGB-loop

Offline AI search for photos, video & audio, powered by EmbeddingGemma 2 — jump to the exact second in a video. macOS · Windows · Docker/NAS · MCP. 用一句话找到照片和视频里的那一刻

M

Memoir

camgitt

Persistent memory for AI coding tools, in an open portable format. Sync Claude, Cursor, Gemini, Copilot, Windsurf + 6 more across machines via MCP. E2E-encrypted sync. MIT.

A

Axme Code

AxmeAI

Persistent memory, architectural decision enforcement, pre-execution safety hooks, and session handoff for Claude Code. MCP server plugin for AI coding agents.