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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

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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.

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Locus

Magnifico4625

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

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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

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Kremis

TyKolt

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

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Qdrant MCP Pi5

rockywuest

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

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Tagmem

codysnider

Structured local memory storage and retrieval for LLM agents

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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

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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.

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MAMA

jungjaehoon-lifegamez

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

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Projectionlab

mormubis

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

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MCP Raganything

SoluDevTech

API/MCP wrapper for RagAnything

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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.

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Txtai Assistant

rmtech1

Model Context Protocol (MCP) server implementation for semantic vector search and memory management using TxtAI. This server provides a robust API for storing, retrieving, and managing text-based memo

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NexusMem

yaminbkk

Your agent can read git log. It can't read the shell commands you tried that failed. NexusMem indexes shell history with exit codes, git commits and diffs, and project docs into a local SQLite databas

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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.

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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.

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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

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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.

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Recallnest

AliceLJY

One memory, every terminal — a shared memory layer for any MCP client.

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Mnemo

Logos-Flux

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

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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

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Memoryvault

guirguispierre

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

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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

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Agent Recall

mnardit

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

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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

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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

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Memory

michael-denyer

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

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Atlasmemory

Bpolat0

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

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Watercooler

mostlyharmless-ai

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

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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.

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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.

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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.

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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

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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

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Obsidian

Minhao-Zhang

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