{"data":{"slug":"plastic-labs-honcho","name":"honcho","tagline":"Memory library for building stateful agents","github_url":"https://github.com/plastic-labs/honcho","owner":"plastic-labs","repo":"honcho","owner_avatar_url":"https://avatars.githubusercontent.com/u/123981229?v=4","primary_language":"Python","stars":6703,"forks":824,"topics":["agent-memory","ai","ai-agents","ai-memory","anthropic","context-engineering","continual-learning","embeddings","fastapi","langchain","llm","long-term-memory","memory","openai","personalization","python","rag","state-management","typescript","vector-database"],"archived":false,"github_pushed_at":"2026-08-18T17:48:36+00:00","maintenance_label":"Very active","stars_delta_30d":659,"url":"https://www.graphcanon.com/tools/plastic-labs-honcho","markdown_url":"https://www.graphcanon.com/tools/plastic-labs-honcho.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/plastic-labs-honcho","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=plastic-labs-honcho","description":" Memory library for building stateful agents","homepage_url":"https://docs.honcho.dev","license":"AGPL-3.0","open_issues":163,"watchers":27,"ai_summary":"A Python-based memory library designed to manage long-term and contextual data crucial for creating stateful AI agents, supporting various AI frameworks and SDKs.","readme_excerpt":"## Self-hosting\n\nHoncho is open source under AGPL-3.0. You can run the full server locally with Docker, then point the SDKs at `http://localhost:8000`.\n\n---\n\n### Quick start (Docker)\n\n```bash\ngit clone https://github.com/plastic-labs/honcho.git\ncd honcho\ncp docker-compose.yml.example docker-compose.yml\ncp .env.template .env       # fill in LLM_GEMINI_API_KEY / LLM_ANTHROPIC_API_KEY / LLM_OPENAI_API_KEY\ndocker compose up\n```\n\nThen point the SDKs at it:\n\n```python\nhoncho = Honcho(workspace_id=\"my-app-testing\", base_url=\"http://localhost:8000\")\n\n---\n\n## License\n\nHoncho is licensed under the AGPL-3.0 License. Learn more at the [License file](./LICENSE).","github_created_at":"2023-09-10T21:29:54+00:00","created_at":"2026-07-07T17:37:50.099376+00:00","updated_at":"2026-08-18T18:01:19.32831+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"}],"tags":[{"slug":"agent-memory","name":"agent-memory"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"embeddings","name":"embeddings"},{"slug":"langchain","name":"langchain"},{"slug":"long-term-memory","name":"long-term-memory"},{"slug":"memory","name":"memory"},{"slug":"rag","name":"rag"}],"trust":{"provenance":{"is_fork":false,"github_id":689777286,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-18T18:01:18.027Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":0,"days_since_push":0,"last_release_at":null,"stars_delta_30d":659,"open_issues_delta_30d":-3},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:10:27.562Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-18T18:01:18.924Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-08-18T18:01:18.924Z","managed_saas":false},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-08-18T18:01:18.924Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-08-18T18:01:18.924Z"},"license_spdx":{"value":"AGPL-3.0","source":"github.license","observed_at":"2026-08-18T18:01:18.924Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Requires managing long-term and contextual memory in AI agents for statefulness.","Prefer open-source solutions under AGPL-3.0 that allow local deployment through Docker."],"when_not_to_use":["Do not need complex SDK support or a customizable framework approach.","Not interested in using stateful capabilities leveraging multiple APIs such as Gemini, Anthropic, and OpenAI."],"source":"enrich:decision_facts","observed_at":"2026-07-12T14:13:37.945Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Memory Library for Stateful Agents"}]}}