Vibe Coding Discover

MCP

mnemo-cortex

View on GitHub

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.

★ 15538 forksPythonMITGuyMannDude

Local-first MCP server that gives AI agents persistent memory: auto-capture, semantic search over SQLite embeddings, overnight consolidation, a confidence-tracked fact store, and optional AES-encrypted USB sync. Works with Claude, ChatGPT (via REST gate), and local LLM hosts.

Use Cases

Give coding agents memory across sessionsSemantic recall of past decisions and doctrinesCross-agent context sharing on one machineOvernight consolidation and synthesis of agent sessionsExact key-value lookup of verified facts with confidenceFull-text document discovery over a local workspaceOffline/air-gapped agent memory with no cloudUSB courier sync of memory between machinesReduce context loss after /new or cold startsExpose memory tools to Claude Desktop, OpenClaw, Agent ZeroMemory for local LLMs via stdio MCP hostTamper-evident audit ledger of saved memoriesSecret redaction at ingestCustom GPT memory via REST gate

Built With

Language
Python
Frameworks
FastAPI · Starlette · Uvicorn · Pydantic · SQLite · sqlite-vec · NumPy · Click · Rich · HTTPX · PyYAML · cryptography · MCP · Docker

Tags

agent-memory · mcp-server · persistent-memory · semantic-search · sqlite · vector-search · local-first · cross-agent · memory-consolidation · fact-store · context-management · embeddings · encrypted-sync · knowledge-retrieval · python · self-hosted