moorcheh-ai/memanto

Health v2 · maintenance only

Flags: young

Adoption not part of the score

1841 stars · 632 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Memanto is a companion 'memory agent' that manages long-term semantic memory for AI agents — deciding what to keep, resolving contradictions, expiring stale facts, and briefing agents at session start. It ships as a Python CLI/server with a REST API, local UI dashboard, and integrations for LangChain, LangGraph, CrewAI, LlamaIndex, n8n, Langfuse, and coding agents like Cursor and Claude Code.

Use cases

• give my ai agents persistent memory across sessions
• store and recall user preferences and decisions in a langchain agent
• add long-term memory to crewai or langgraph agents
• resolve conflicting facts my agents have learned
• turn langfuse errors into durable agent memories
• self-host a memory layer for coding agents like cursor
• query agent memory semantically instead of injecting static context

When to choose

• you run multiple agents that need shared, curated long-term memory rather than raw transcript storage
• you want memory with temporal decay, confidence, and provenance tracking
• you need integrations with LangChain, LangGraph, CrewAI, LlamaIndex, or n8n out of the box
• you want local ownership with exportable Markdown and no vendor lock-in

When to avoid

• you only need simple key-value session state or short-term conversation buffers
• you require a fully offline solution with no external semantic service dependency
• you need a battle-tested system with a long production track record — the project is young (v0.2.x)

Facets

library · maturity active

rag agent-framework llm-inference search-engine cli http-server sdk artificial-intelligence large-language-models developer-tools self-hosted python cli self-hosted cross-platform agent-memory semantic-memory long-term-memory memory-management llm-memory crewai langchain langgraph llamaindex n8n langfuse memory-agent stateful-agents ai-agents retrieval-augmented-generation docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="moorcheh-ai/memanto")