T

Talamus

ampres-ai

Persistent, local-first memory for Claude Code, Codex, Cursor, Gemini CLI, OpenClaw and any MCP agent — cited Markdown, bitemporal history, no hosted account.

O

OpenAkashic

szara7678

A self-hostable knowhow graph for people and agents: situations, goals, methods, outcomes and revisions with linked sources. Public read access; owner-only content API.

P

Penpal

Longfellow1

Penpal MCP: a local-first memory layer for AI agents on macOS. Gives Claude Code, Codex and Cursor searchable, cited memory of your browsing, clipboard, windows and past AI sessions, with per-agent gr

T

Trimtok

Stxyu-p

Cut token usage in Claude Code, Cursor, Codex & Gemini: deterministic in-process context compression for AI coding agents. Lossless and retrievable (#ref), AST code skeletons, TOON JSON tables, stdio

Y

Yitam

hadv

Kết nối tri thức y học cổ truyền với công nghệ hiện đại

M

Mem20

bythewayz66-glitch

Memory substrate and agent runtime for AI systems that have to be trusted — grounded facts and simulated hypotheses never mix, and every retrieval call reports index drift instead of hiding it.

A

AgentMemory

KuanChen01

A compilation-free, lightweight Universal Agent Memory (UAM) system for Claude Code, OpenCode, Codex, and Antigravity.

B

Bureau

mahoudeau

The self-hosted bureau for AI agents: they get briefed on missions from a durable task queue, file what they learn into a markdown+git brain, and show up for work in a 8-bit Gameboy inspired office.

P

Phpgraph

alpine-ronin

Knowledge graph of PHP codebases for AI coding agents (Claude Code, Codex, Cursor) over MCP. Static analysis, no LLM.

H

Hela MCP Ecosystem

Hela-Ecosystem

Immortal cellular AI tooling ecosystem built on Model Context Protocol (MCP) with dual-backbone orchestration, persistent knowledge graph, and multi-client profiles.

A

Ai Sdk Dart

codenameakshay

Dart/Flutter port of Vercel AI SDK v6 — provider-agnostic text generation, streaming, structured output, tools, embeddings, image gen, speech, MCP, and Flutter UI controllers

J

Java Ai Cookbook

alxkm

Runnable, minimal LLM examples for Java - Spring AI & LangChain4j. RAG, agents, MCP servers, tool calling, structured output, evals. One folder = one command.

O

OpenAkashic

Resmi

io.github.szara7678

Shared long-term memory vault for AI agents with 20 MCP tools.

F

FirekeepHQ

kapella-hub

Self-hosted shared context, memory, coordination, and evidence for Claude Code, Codex, Kiro, OpenCode, and MCP agents.

G

GroundMemory

huss-mo

Persistent identity and memory across AI tools - mcp-native, local-first, framework-agnostic, production-ready.

C

Contextplus Rs

mrsufgi

Context+ MCP server rewritten in Rust — 17 semantic code analysis tools with Ollama embeddings, zero-copy caching, native tree-sitter

Q

Quillrag

Ayush-yadav11

Single-binary local RAG MCP server in Rust — MiniLM compiled in, hybrid BM25+dense, zero runtime downloads

O

Openeruka

dirmacs

Self-hosted Eruka-compatible memory server — SQLite backend, REST API, MCP, and CLI. Single binary.

A

Aries

ariesworx

Issue tracker, shared memory and coordination for AI coding agents across sessions and machines. MCP server, Go CLI, Dolt-backed, offline sync. bd/beads alternative.

S

Spring Ai Agents Rag

omonuj

Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere reranking, multimodality

S

Semantic Memory

RecursiveIntell

MCP server wrapping semantic-memory — local-first knowledge management with evidence-scored retrieval, contradiction detection, and adaptive routing

B

Brain Memory

Resmi

ai.brainmemory

Persistent memory for AI agents: one brain shared across Claude, Cursor, Codex and more.

2

2ndbrain

apresai

AI-native markdown knowledge base with semantic search, RAG, and MCP server

A

Anamnesis

hyperpolymath

Conversation knowledge extraction and reconciliation for multi-LLM development workflows

T

The Project Who

tilkiii

Cognitive digital twins and behavioral modeling for AI agents.

M

Mynd

oxHive

Persistent memory MCP server for AI coding agents. Injects project context at session start, stores architectural decisions, and recalls preferences works with Claude Code, Cursor, Windsurf, OpenCode,

R

Reftrixmcp

Resmi

io.github.TKMD

Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

M

MCP Reasoning

quanticsoul4772

Rust MCP server with 35 tools for structured reasoning, self-improvement, semantic session memory, and agent/team coordination powered by the Anthropic Claude API

V

Vault Echo

Ibarra25

Your Ultimate Local AI Memory Hub 2026 – Eliminate AI Amnesia Today

M

MCP Kb

eumel8

Model Context Protocol Server with RAG knowledge base

M

Mersad

amkkoussay

MIRSAD (مِرصاد) — a shared, living memory hub for AI agents: bi-temporal facts, first-class decisions, owner-resolved conflicts, and a live graph view. Local-first

O

Oboete

ojungo69

Your coding agents forget between sessions. oboete remembers, on your machine: one Rust binary for Claude Code, Codex and Grok Build, with search, MCP tools and a local web page.

M

Mnemex

FCHEHIDI

My personal AI memory layer — vector store + session consolidation + MCP server wired to GitHub Copilot.

K

Keepmind

criptogus

Open-source, LLM-agnostic second brain. Connect any LLM (local llama.cpp, Claude, Codex, GPT, Gemini, Grok, Ollama) via MCP — memory lives as Markdown in YOUR GitHub repo, independent of any model. De

T

Thalamus

lfoletti

Thalamus: a small governance layer over CortexDB for the shared knowledge of an organisation

S

Selene Retrieval

tercumantanumut

Let your AI apps search your own files, privately. A Windows desktop app and MCP server with local hybrid (keyword + semantic) search over your folders. No cloud or API key needed.