honcho — Agent Tool by plastic-labs

by plastic-labs · Agent Tool · ★ 3.2k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

About honcho

Honcho is an open source memory library with a managed service for building stateful agents. Use it with any model, framework, or architecture. It enables agents to build and maintain state about any entity--users, agents, groups, ideas, and more. And because it's a continual learning system, it understands entities that change over time. Using Honcho as your memory system will earn your agents higher retention, more trust, and help you build data moats to out-compete incumbents. Honcho has defined the Pareto Frontier of Agent Memory. Watch the video, check out our evals page, and read the blog post for more detail. TL;DR - Getting Started With Honcho you can

agent-memoryaiai-agentsai-memoryanthropiccontext-engineeringcontinual-learningembeddingsfastapilangchain

Quick Facts

Stars3,244
Forks378
LanguagePython
CategoryAgent Tool
LicenseAGPL-3.0
Quality Score54.572/100
Open Issues87
Last Updated2026-05-05
Created2023-09-10
Platformspython
Est. Tokens~1158k

Compatible Skills

These tools work well together with honcho for enhanced workflows:

  • mcp-memory-service — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (76%)
  • EverMemOS — semantic(0.50)+complementary+rare_topics+same_lang+similar_pop+shared_platform (72%)
  • automem — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • nocturne_memory — semantic(0.44)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • mengram — semantic(0.40)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)

honcho alternative? Top 6 similar tools

Looking for a honcho alternative? If you're comparing honcho with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • headroom by chopratejas · ⭐ 1.7k

    The Context Optimization Layer for LLM Applications

  • agentic-context-engine by kayba-ai · ⭐ 2.2k

    🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

  • sage by Storia-AI · ⭐ 1.3k

    Chat with any codebase in under two minutes | Fully local or via third-party APIs

  • full-stack-ai-agent-template by vstorm-co · ⭐ 1.0k

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  • autollm by viddexa · ⭐ 1.0k

    Ship RAG based LLM web apps in seconds.

  • E2B by e2b-dev · ⭐ 12.0k

    Open-source, secure environment with real-world tools for enterprise-grade agents.

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Frequently Asked Questions

What is honcho?

honcho is Memory library for building stateful agents. It is categorized as a Agent Tool with 3.2k GitHub stars.

What programming language is honcho written in?

honcho is primarily written in Python. It covers topics such as agent-memory, ai, ai-agents.

How do I install or use honcho?

You can find installation instructions and usage details in the honcho GitHub repository at github.com/plastic-labs/honcho. The project has 3.2k stars and 378 forks, indicating an active community.

What license does honcho use?

honcho is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to honcho?

The top alternatives to honcho on Agent Skills Hub include headroom, agentic-context-engine, sage. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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