C

Carrymem

lulin70

Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.

N

Nram

nram-ai

The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or REST: hybrid vector + lexical recall, an auto-built knowledge graph, sleep-style c

X

Xepak

rustrum

DSL based REST service for your Sqlite database (and not only) with LUA support, consider it as an alternative to PostgREST

G

Goodmem Claude Code Plugin

PAIR-Systems-Inc

GoodMem Claude Code plugin — Skills + MCP server for memory infrastructure

N

Neo4j Memory

mcp

Provide persistent memory capabilities through Neo4j graph database integration.

S

Sessionmem

catfish-1234

Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine

V

Varve

varve-sh

Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agent session within a to

S

Stellarjay

kyle-visner

Safe write access for AI agents. An append-only business fact store with an MCP server: every change is kept, attributed to the agent that made it, and can be undone.

R

Runelay

Andsu-dev

runelay: open-source, self-hosted MCP gateway. One MCP endpoint for every account, skill and memory your agents use (Claude Code, Codex, Cursor).

L

Lain

spuentesp

High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius analysis, semantic search. Built in Rust.

S

Synapse

wess

Shared local memory and skills for Claude Code, Codex, pi, and Ainz. macOS desktop app; Linux terminal dashboard, CLI, and MCP server.

A

Alibaba Cloud

nirholas

MCP server for Alibaba Cloud DashScope: Qwen chat, embeddings and model discovery with your own API key.

A

Aelfrice

robotrocketscience

Bayesian memory that learns from feedback for LLM agents

P

Presence

sara-star-quant

Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success

P

Pluribus

johnnyjoy

Persistent memory MCP server for AI agents (MCP + REST)

B

Brainlayer

EtanHey

Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations

C

Claude Memory Manager

byronfichardt

Automated, self-organizing memory system for Claude Code. MCP server + UserPromptSubmit hook + AI-powered organization.

V

Veles

julymetodiev

Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols

D

DocGraph

Detective-XH

Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLite knowledge graph and runs drift audits — stale policies, conflicting research claims, superseded docs, undocu

D

Dakera

Dakera-AI

Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ available). 88.2% LoCoMo. Works with Claude, Cursor, Windsurf.

R

Rag

MasihMoafi

Local hybrid-search (BM25 + vector + reranking) MCP server — ask questions of any local codebase or document folder, fully offline

R

Roberto

kensave

Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.

S

Shade Tree Node

dmarzzz

ShadeNet: anonymous Tor egress for AI agents, zk-proof gated. A local HTTPS proxy and MCP server for the agent; Shade Tree nodes provide the egress. Research preview on Sepolia.

E

Engrama

scops

A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with t

A

Adaptive Agent Memory Research

krapcys1-maker

Experience memory for LLM agents that act, built up one measured step at a time: no memory, examples, random bank, retrieval by state. Controls and per-task gain/loss after every rung. ALFWorld first.

C

Codebase Memory

octacity-org

Persistent code intelligence for MCP with native graph, vector, full-text, and cross-repository search.

E

Emer Ai Tools

emercoin

The original Emercoin agent gateway — kept for its history and the node/wallet images. No longer deployed; development continues at steledger/steledger-gateway (service: api.steledger.com).

C

Cratedb

crate

CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.

C

Crbro Memory

Resmi

io.github.Octonove

Local memory for AI agents: plain JSON on your disk, corrections, stale warnings, a browser view.

D

Diariz

kenhayward

Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action items and chat over yo

M

MCP Memory

corporatepiyush

MCP Knowledge Graph Persistent Memory server written in Rust

Z

Zed MCP Server Threadbridge

dereklei12

Model Context Protocol Server for persistent AI memory with hybrid semantic search on Zed

I

Inspeximus: Agent Memory With Provenance, GDPR Erasure And A Tamper Evident Audit Trail

Resmi

io.github.DanceNitra

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

C

Codesynapse

sohilladhani

MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.

C

Cortex

JoseJimenez-M

Self-hosted MCP server that lets Claude, ChatGPT, Meta Muse and any MCP client read and write one Markdown vault (Obsidian-compatible). Go, OAuth 2.1 with passkeys, no shell, no hard deletes.

P

Pseudolife Memory

Resmi

io.github.Pseudogiant-xr

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.