Starstruk Logo MarkStarstruk

integrations/crewai/v0.1.0

moorcheh-ai/memantointegrations/crewai/v0.1.0May 20, 2026by Xenogents

AI Summary

Initial release of crewai-memanto, a standalone package providing native tools to integrate Memanto's persistent, cross-agent memory capabilities directly into CrewAI workflows with zero-setup agent initialization.

Key Highlights

  • Zero-setup agent initialization with MemantoSetup
  • Three persistent memory tools: MemantoRememberTool, MemantoRecallTool, MemantoAnswerTool
  • Serverless architecture wrapping Memanto SDK
  • Cross-session persistence using shared agent_id

New Features

  • MemantoSetup for agent lifecycle management
  • MemantoRememberTool for persistent memory storage
  • MemantoRecallTool for semantic memory search
  • MemantoAnswerTool for RAG-style responses
  • Serverless architecture without local memanto serve

Full Release Notes

# Release Notes for v0.1.0

This initial release introduces `crewai-memanto`, a standalone package providing native tools to integrate [Memanto's](https://memanto.ai) persistent, cross-agent memory capabilities directly into your [CrewAI](https://crewai.com) workflows.

## New Features

- **Zero-Setup Agent Initialization** (`MemantoSetup`)
  - Handles the lifecycle of Memanto agents including creation, activation, and API key management with minimal code.
- **Persistent Memory Tools** (`crewai_memanto.tools`)
  - Includes three highly optimized CrewAI tools (`MemantoRememberTool`, `MemantoRecallTool`, and `MemantoAnswerTool`) ready to be passed directly to CrewAI agents.
- **Serverless Architecture**
  - Wraps the Memanto SDK (`SdkClient`), allowing tools to communicate directly with the Moorcheh Cloud API without the need to run `memanto serve` locally.
- **Cross-Session Persistence**
  - Agents can store memories in one run and recall them in completely separate future runs using a shared `agent_id`.
- **Semantic Type System**
  - Agents can categorize stored memories using 13 distinct semantic types (e.g., `fact`, `observation`, `decision`, `preference`) along with confidence scores and custom tags.

## Improvements

- **Documentation & Examples**
  - Fully updated CrewAI Integration Guide in the main documentation.
  - Revamped `examples/crewai-memory/` demonstrating cross-agent memory sharing, cross-session persistence, and contradictory memory handling.

## Full Changelog

Full Changelog: https://github.com/moorcheh-ai/memanto/commits/integrations/crewai/v0.1.0