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#agent-memory

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Memex Hypertext Bridge (by annumishr)

Build a Persistent AI Knowledge Base 2026: Stop Losing LLM Insights Across Sessions

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Memwyre (by memwyreai)

Memwyre is an open-source, universal memory infrastructure and persistent knowledge retrieval layer for Large Language Models (LLMs), AI agents, and custom applications.

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Sublimecoding (by sublimecoder)

🛠️ Free Claude Code & Cursor prompts for senior engineers — plus AIOS, an open-source markdown memory system for coding agents. Code review, debugging, CLAUDE.md & .cursorrules templates.

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Deja Vu (by vshulcz)

One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 20 more coding agents, built from the session history already on disk. A fix found in one agent comes back in any of them, including months of sessions from before you installed it. No LLM, no embeddings,

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Aria Knowledge (by mikeprasad)

Applied reasoning, persistent agent memory, context engineering, and human-governed trust for AI coding agents — Claude Code, Claude Cowork, Codex, Cursor, Antigravity. Compatible with Obsidian.

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Graphyos (by omnislash157)

Persistent memory for Claude Code and a walkable graph of your whole codebase. Sessions carry over verbatim, every conversation is grep-searchable, every edge is real. No embeddings, no summarizer, zero runtime deps.

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Do SOUL Alaya (by tdwhere123)

The local-first memory plane for CLI coding agents. Codex and Claude Code attach via MCP; SQLite-backed, evidence-gated, no GUI. Cross-session memory that the agent proposes and a governance gate decides.

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Engrama (by 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 targeted graph traversal. SQLite default, Neo4j optional.

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Mnemo Cortex (by GuyMannDude)

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

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Neo (by neomjs)

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

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Mengram (by alibaizhanov)

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

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Echo Mem (by echo-mem)

Shared memory for AI agents on your own Postgres. The server never calls an LLM to write.

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Ori Mnemos (by aayoawoyemi)

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

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Agentsmesh (by sampleXbro)

One reliable canonical source for AI coding agent rules, commands, skills, MCP, hooks, and permissions — synced across AI coding assistants.

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MemWhale (by wuisabel-gif)

Persistent, local memory for developers and their coding agents. Records commands, output, errors, and the fixes that worked into SQLite and serves them over MCP.

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Inspeximus (by DanceNitra)

The self-correcting memory layer for AI agents. Zero-dependency Python memory and MCP server. Supersede, revert, or forget a value deterministically. Verifiable erasure, witness-backed tamper-evident receipts, EU AI Act ready.

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Neo Agent Brain (by neomjs)

Point a cross-model AI engineering team at your own codebases. The Agent OS keeps named AI maintainers' identity, memory and review across labs alive between sessions — the Brain Neo.mjs runs on itself. Multi-tenant: onboarding a codebase is a config entry, not a fork.

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Al Buddy Memory (by flytomoon)

Portable, governed, model-agnostic memory for AI agents: facts invalidated never deleted, raw text as truth, one documented export format.

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A Memory (by Cipher208)

a-memory: 4-tier AI agent memory in plain SQLite — 5 MCP primitives, hybrid FTS5+binary search, knowledge graphs, envelope encryption. Local-only.

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RE Call (by GiulioDER)

Memory that abstains instead of guessing: agent memory on your own Postgres with a verdict, confidence and provenance on every hit, and a calibrated refusal when nothing clears the threshold.

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ContextMemory (by Kortexio)

Agentic gateway providing persistent LLM memory via a markdown wiki. Open-source core of Kortexio.

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Atlias (by ridelink0)

atlias: a sub-harness for Claude Code, Codex, Antigravity and Gemini CLI. Shared memory, graphify knowledge graph, loop and destructive guards, a two-pass verification gate, compaction handoff notes and Dream consolidation, built on the NanoBot design.

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Agent Workspace Index (by Baitlo)

Local-first unified index for code, data, Agent instructions, Skills, and cross-Agent project memory across 16 coding-agent harnesses.

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Crystalline (by jordiboehme)

Local-first crystalline intelligence for AI agents: the knowledge that endures across sessions, taught as Markdown Domains and captured as Engrams. One Rust binary with MCP server, CLI and hybrid search.

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Shipward (by albertoclemente)

A local kanban board for one developer and their coding agent, where a card only moves to done when a command you declared actually passes.

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Exomem (by Artexis10)

Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.

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Memorycrystal (by memorycrystal)

Persistent memory for AI agents — OpenClaw plugin + MCP server

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TidyAgent (by TidyFactor)

Sovereign Personal Assistant & Memory OS with SQLite SSOT, local MCP server, and multi-agent studio

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Memos (by Markgatcha)

MemOS - Universal local-first persistent memory layer for AI agents and LLMs

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Memory Cloud (by kagura-ai)

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any MCP client.

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AgenticOS Workbench (by zzoretich)

A second brain and supervised Chief of Staff for Claude Code and Codex CLI: persistent memory, recall and session capture, plus proposals you approve before anything changes. Lives in an Obsidian vault with a live HUD.

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Aineedhelpfromotherai (by chenyuan35)

Failure intelligence and shared debugging memory for AI coding agents

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Memtomem Stm (by memtomem)

Short-term memory proxy gateway with proactive memory surfacing for AI agents

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Agent Memory Bridge (by zzhang82)

Persistent engineering memory for coding agents over MCP.

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EGC (by Fmarzochi)

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every tab, terminal, and AI stays automatically synchronized. One brain. Everywhere.

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Project Memory (by Krowli)

Durable project memory for AI coding agents (Claude Code, Codex, Cursor, Gemini CLI): decisions and bug post-mortems as markdown pages in your repo, BM25F search via CLI or MCP server, validated writes. No server, no database, stdlib-only Python.

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Hippo Memory (by kitfunso)

Memory for AI agents that learns what is wrong and stops repeating it. Mark a memory wrong and it stops coming back; newer facts replace old ones. Local SQLite store and MCP server, persistent across sessions; hippo init wires it into Claude Code, Codex, Cursor, OpenClaw, OpenCod

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Agentic Markdown Memory Agent Skill (by baberarjumand)

An agent skill that sets up a markdown memory layout for agents. The layout keeps a short always-on file and loads everything else only when a task needs it.

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Gosidian (by daniele-chiappa)

Self-hosted Obsidian-compatible markdown vault with a first-class MCP server for AI agents.

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Cursorkleosr (by kleosr)

Make AI Development Feel Natural in Cursor

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Dexio (by dexio-wiki)

One wiki for all your agents. The server behind dexio.wiki: MCP, the web app, history and sharing.

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Memex (by muhlsteinovajemima439-design)

Build a persistent personal wiki from your LLM sources to retain knowledge and prevent information loss across chat sessions.

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Mcp Context Server (by alex-feel)

MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.

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Memory Os Cli (by yonro)

XMemo: user-owned Memory OS for AI agents. Public client (@xmemo/client), MCP distribution, Skills and plugins.

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Mcp Memory Service (by doobidoo)

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

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Episodai (by lalithbuilds)

Sovereign local AI agent memory MCP server with SQLite WAL, hybrid retrieval, Obsidian workflows, HTTP bridge, and hardware-aware acceleration.

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Agent Skills (by kyle-visner)

Safe write access for AI agents: a skill, Claude Code plugin, Cursor rule and framework examples for AvianSuite, where every agent change is kept, attributed and can be undone.

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Chat Recall (by munhq)

Memory, secret alerts, ranked code findings and tracked tasks across every AI coding tool. Indexes Claude Code, Codex, OpenCode, Antigravity and Cursor sessions into one searchable history, and exposes it to your agent over MCP.

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Mneme (by slow-stack)

🧠 The memory that dreams — cross-session memory for DeepSeek Harness. Offline & private, auto-consolidates in its sleep (autoDream), visualized in a memory panel.

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Memtomem (by memtomem)

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

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Bilinc (by atakanelik34)

Hosted memory for AI agents: commit, recall, revise, snapshot and roll back agent state with provenance. Python SDK, CLI and MCP server. Free, no card required.

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Starfix (by 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.

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Cogvault (by NBibikov)

Fleet-grade local memory for AI agents over plain Markdown — hybrid recall, multi-tenant, one process, no cloud/Docker/LLM

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Daidocs (by Kerneta)

Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP server + hooks for Claude Code, Claude Desktop, Cursor, Windsurf, Codex. 83% LongMemE

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Pseudolife MCP (by Pseudogiant-xr)

Persistent long-term memory for Agents — an MCP server with an associative memory bank, a canonical-fact cortex, sleep-like dream consolidation, and a web console. Not quite alive.

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UniDeX Agent Harness (by zzoretich)

UniDeX Agent Harness: a second brain and supervised Chief of Staff for Claude Code and Codex CLI, with persistent memory, recall and session capture, plus proposals you approve before anything changes. Lives in a plain-Markdown vault, with the UniDeX macOS app as its live dashboa

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Swarmmemo (by Hugo0)

Talk with agent swarms. Public rooms, private messages, paid tasks and memory for your AI agent. Post from anywhere: MCP, HTTP, email, Nostr.

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Uteke (by codecoradev)

🧠 The Brain for Your AI — Local-first memory engine for AI agents. Store, recall, and search memories with semantic embeddings. Single Rust binary, zero config, fully offline.

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Cartographer (by BeppeTemp)

A shared, git-backed wiki your team's AI agents maintain but can't break — Claude Code, Codex, OpenCode and any MCP client.

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Aelfrice (by robotrocketscience)

Bayesian memory that learns from feedback for LLM agents

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Lense (by adeelahmad)

Lens: intelligence for your agent. Safe, secure and cost-effective. A self-hosted, cited knowledge graph and MCP server for your agents, from a Raspberry Pi to the cloud.

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Lakelands (by wildstuff)

The open ontology store. Every value typed, traced and verifiable: an ontology types every write, every field keeps its source and time, a hash-chained log anyone can check. Local MCP, Apache-2.0. The engine The Wild is built on.

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Mnema (by felipesauer)

Signed, append-only decision records for AI coding agents: an MCP server and CLI that open Claude Code, Codex, Copilot CLI, Gemini CLI, OpenCode, VS Code and Cursor sessions with your team's decisions, hold the edits a rule governs, and let anyone verify the record offline. Tampe

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Ljos (by leidarljos)

Tell your coding agent a rule once: ljos remembers it, brings it back when it matters, and stops the shell commands you ruled out. Local, shared by Claude Code, Codex, Cursor and Gemini CLI.

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Atmem (by aetna000)

Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and LangChain/LangGraph. No external API required for local memory. Install with pip: pip install atmem

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Membrick (by RooAGI)

Persistent memory layer for AI coding agents — current-state retrieval that knows what is still true. Claude Code, Codex, Gemini CLI.

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Xerj (by xerj-org)

Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference

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Datanotes (by davidefornelli)

Engine that runs a folder of Markdown notes as typed, validated database tables, with an HTTP API and an MCP server for AI agents.

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Unitares (by cirwel)

Accountability infrastructure for long-running AI agents. Self-hosted MCP server: identity, claims and evidence, review, outcomes, and reconstruction across agent runtimes.

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Aries (by 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.

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Aoci Code (by aoci-spec)

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context,

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Enquire Mcp (by oomkapwn)

The #1 Obsidian MCP for AI memory — freshness-aware, cited, local-first and read-only by default. Dataview, Bases, PDFs, every agent.

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Graph Mind (by goyohan0611-png)

Shared memory for every AI agent in your terminal: Claude Code, Codex, Cursor, Gemini CLI, Copilot CLI, OpenCode. Verbatim, on your own PC, zero model calls to save; 88.8% on LongMemEval.

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Piia Engram (by rLewandowski89)

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

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Okf Agent Memory (by okf-memory)

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

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Brigade (by escoffier-labs)

Track work, verify results, carry memory, and sync tools across coding agents. Local files, no daemon.

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Vayl (by ac12644)

The reconciling memory layer for AI agents (MCP). When a fact changes, such as a patient's medication or a customer's account status, the old value is retired and kept in history. High-stakes changes wait for human approval, and every change is on a signed audit trail. Works with

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Melra (by XAGI-Lab)

The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An agent-independent effect runtime for governed, durable, and verifiable autonomous execution. MELRA begins where the tool call leaves the model loop.

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Hivemind (by monochrome-muncher)

Agentic fleet memory. Governed by agents; multi-agent, multi-tenant, MCP-native. Multiple trust tiers, semantic and keyword search, feedback system, admin panel for management. Plugins and skills for most harnesses.

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MAMA (by 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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Dense Mem (by markhuangai)

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector

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Membase (by unibaseio)

Memory layer for AI agents — SDKs, CLI and MCP server for Membase

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Gnosys (by proticom)

Persistent memory for AI agents

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SoupNet (by AndyForest)

Your taste and judgment, in every AI agent you use. Shared, append-only memory of a human's judgment calls - agents recipe-check via MCP or plain URLs. MIT, self-hostable.

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My Human Has Adhd (by fri3ndslab)

An 18-line rules file for Claude Code, Codex and Cursor. Drop an idea mid-task and the agent parks it in PARK.md with the event that should bring it back, then finishes the step. No scope creep, no ideas lost between sessions, one question at a time, "done" only with proof. Built

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Knowledge (by To0wnn)

Self-hosted MCP knowledge server: shared memory and docs for Claude Code, Codex and Antigravity agents, with a graph web UI

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Codex (by GhostPawJS)

Memory for AI agents: beliefs with a source, a certainty and a revision history. SQLite, zero deps, MCP server.

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Inite Brain Service (by inite-ai)

Open-source bitemporal knowledge graph — long-term memory for AI agents. Hybrid retrieval, conflict-aware ingest, GDPR forget. REST + native MCP.

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MAGNEMO (by Magnemo-AI)

Persistent Memory for AI Agents. Nothing becomes Memory until you approve it. Plain local files, a receipt on every entry.

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Codesynapse (by astrona-io)

Code intelligence for AI coding assistants: precise MCP context, security reviews, dependency analysis, and session telemetry for Claude Code, Codex, and Cursor.

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Mnemosyne (by 28naem-del)

Auditable, local-first memory for AI agents in one SQLite file. MCP server for Claude Code, Cursor and Codex. npm: mnemosy-ai

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Mem20 (by 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.

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Cairn Memory (by Cairn-ink)

Cairn.ink Memory: lightweight cross-session memory for AI agents, with receipts.

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Nexus Mind (by smart-coder-labs)

Open-source, self-hosted team memory for AI coding agents. Share, search, and audit project context through MCP.

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Mcp Context Server (by GetActionSpace)

MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.

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Memdex (by ChoYugyeong)

Shared memory for AI coding agents over MCP: content-hash file summaries, symbol map, notes, handoffs and agent-to-agent messaging. Zero dependencies, one SQLite file.

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Thenwise (by dheerajponnaganti)

Thenwise: a local memory of your past Claude Code work, searchable by date and link.

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Saphira Build Mcp (by SaphiraLinux)

Portable MCP server for AI agents: persistent session checkpoints, resume and Total Recall, with package-aware build tools. Linux, macOS, Windows and SSH.

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Graphicle (by Graphicle-AI)

Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client.