Memory & Knowledge MCP Servers for Codex CLI

Mycelium MCP server — gives Claude agents native tools with auto-heartbeat and protocol enforcement for the Mycelium platform

Enterprise-grade MCP Session Memory System - AI-powered conversation persistence with semantic search for Claude Desktop

Local MCP server for .upg files. Read and write product knowledge graphs offline.

MCP server that gives AI coding agents persistent memory — auto-detect mistakes, consolidate lessons, inject context on session start

Privacy-first CLI and MCP setup helper for XMemo.

AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall context everywhere.

MinerU Document Explorer — Agent-native knowledge engine: hybrid search and deep reading over markdown, PDF, DOCX, PPTX with BM25, vector

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Portable AI memory shared across models and harnesses - plain markdown you own.

Long-term memory for Claude Code, Cursor and any MCP client, with a searchable web dashboard.

MCP server for AI memory management using Letta - Standard MCP format

Local-only MCP server for source-attributed Markdown memory and documentation retrieval.

Persistent searchable memory for AI agents — save/get/search across sessions, tags.

Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.

Local-first governed MCP memory backend for coding agents.

MCP server for MemoryRelay - persistent memory for AI agents

Servidor MCP (stdio) para a API HTTP LightRAG — uso com npx e Cursor.

N:M Associative Memory System for LLM Agents

Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

Episodic and entity memory MCP service providing persistent memory for Claude Code.

Session continuity for Claude Code, OpenAI Codex CLI & Google Gemini CLI - never re-explain your project again. 100% local, zero config