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。

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.

L

Locus

Magnifico4625

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

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

S

Sqlite Graph Memory

tonydzi

Agent memory for Claude Code, Cursor, Codex: MCP server + Graph RAG over your Obsidian or markdown notes, a search layer for a Karpathy-style LLM Wiki. Wikilinks are the graph, SQLite the only store.

K

Kremis

TyKolt

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

G

Godspeed

bayshores

Free, open-source AI tutor for your classes. Claude Code, Codex or any MCP app teaches you step by step, tracks what you know in a knowledge graph, and preps you for exams. No API keys. Mac, Windows,

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

P

Projectionlab

mormubis

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

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.

M

MCP Raganything

SoluDevTech

API/MCP wrapper for RagAnything

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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

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.

D

Datris Platform Oss

datris

The Data Control Plane for AI Agents — acquire, validate, and land data over MCP with scoped keys, approval gates, and an audit log. Self-hosted, open source.

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

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

M

Memoryvault

guirguispierre

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

K

KinetAios

phinn

Local-first multi-engine AI agent dashboard — Claude Code, Codex & built-in ReAct in one window. MCP support, skills auto-loading, long-term memory. No account, no relay.

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

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

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.

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.

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

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.

O

Obsidian

Minhao-Zhang

Obsidian plugin that runs a local MCP server, exposing vault semantic search and file operations to AI assistants.

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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.

U

Unch

uchebnick

Local-first semantic code search for repository annotations via GGUF embeddings and sqlite-vec.

M

Marvis

emiliomartucci

The Company Brain your agents install — use your coding agent to run projects and coordinate agents, not just code. Cross-project knowledge graph + immutable audit, self-hosted & EU-resident. BSL 1.1

W

Work Memory

moontmsai

Never lose context again - persistent memory management system for AI-powered workflows across multiple tools

O

Ondocs

dgesteves

Open-source Ask AI for your docs, with an MCP server for agents: cited answers on your own model key, from one static index built with your site. No vendor, no vector database. Starlight, Docusaurus a