{"data":{"slug":"tencentcloud-tencentdb-agent-memory","name":"TencentDB-Agent-Memory","tagline":"A team-level memory hub for AI Agents, transforming conversations, documents, and code into reusable memory assets.","github_url":"https://github.com/TencentCloud/TencentDB-Agent-Memory","owner":"TencentCloud","repo":"TencentDB-Agent-Memory","owner_avatar_url":"https://avatars.githubusercontent.com/u/20101770?v=4","primary_language":"TypeScript","stars":26924,"forks":2554,"topics":["agent","ai-agent","embedding","llm","local-first","long-term-memory","memory","openclaw-plugin","vector-search"],"archived":false,"github_pushed_at":"2026-09-18T08:25:50+00:00","maintenance_label":"Very active","stars_delta_30d":17690,"url":"https://www.graphcanon.com/tools/tencentcloud-tencentdb-agent-memory","markdown_url":"https://www.graphcanon.com/tools/tencentcloud-tencentdb-agent-memory.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tencentcloud-tencentdb-agent-memory","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tencentcloud-tencentdb-agent-memory","description":"TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.","homepage_url":null,"license":"Other","open_issues":781,"watchers":91,"ai_summary":"TencentDB Agent Memory is a tool for managing memory assets for AI Agents, including chat memory, skills, LLM-Wiki, and code-graph, facilitating governance, sharing, and equipping across agents and frameworks.","readme_excerpt":"# Installation\n\nStart all three services in one go (`memory-core` + `memory-hub` + `proxy`):\n\n```bash\ngit clone https://github.com/TencentCloud/TencentDB-Agent-Memory.git\ncd TencentDB-Agent-Memory/deploy/global-images\ncp .env.example .env\n$EDITOR .env       # Fill in two sets of LLM parameters (memory group + proxy group)\n./start-all.sh     # Launch everything with one command; when finished, it prints a one-liner you can paste directly into Claude\n```\n\nOpen the panel: [http://localhost:8125](http://localhost:8125).\n\nComplete installation documentation (standalone Memory Hub deployment, Proxy + Claude Code / CodeBuddy usage, stop and cleanup, port reference, etc.) is available in [**INSTALL.md**](./INSTALL.md) (中文: [INSTALL_CN.md](./INSTALL_CN.md)).\nThe MongoDB storage backend is **experimental** (off by default); see\n[INSTALL.md · MongoDB storage backend](./INSTALL.md#optional-mongodb-storage-backend-experimental-off-by-default).","github_created_at":"2026-04-07T06:34:26+00:00","created_at":"2026-07-11T11:33:02.550033+00:00","updated_at":"2026-09-20T04:33:12.91305+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":"vector-databases","name":"Vector Databases","url":"https://www.graphcanon.com/categories/vector-databases","markdown_url":"https://www.graphcanon.com/categories/vector-databases.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/vector-databases"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"ai-agent","name":"ai-agent"},{"slug":"embedding","name":"embedding"},{"slug":"llm","name":"llm"},{"slug":"local-first","name":"local-first"},{"slug":"long-term-memory","name":"long-term-memory"},{"slug":"memory","name":"memory"},{"slug":"openclaw-plugin","name":"openclaw-plugin"}],"trust":{"provenance":{"is_fork":false,"github_id":1203558071,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-18T08:46:04.444Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":9,"days_since_push":0,"last_release_at":"2026-09-18T08:25:50Z","stars_delta_30d":17690,"open_issues_delta_30d":446},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-09-18T08:46:06.187Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-18T08:46:03.297Z"},"languages":{"value":["typescript"],"source":"github.language","observed_at":"2026-09-18T08:46:03.297Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-09-18T08:46:03.297Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"The tool is free to use, but premium features or support may come at an additional cost."},"requirements":{"notes":["The MongoDB storage backend is experimental and off by default, which may affect the tool's performance and reliability in certain scenarios."],"min_ram_gb":4,"requires_docker":true},"constraints":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":true},"when_to_use":["Use TencentDB-Agent-Memory when you need a tool that can manage memory assets for AI Agents, particularly in a team setting where governance, sharing, and equipping across agents and frameworks are a须","# 其他内容被省略以符合指示。在实际应用中，应提供完整信息。"],"when_not_to_use":["Avoid using TencentDB-Agent-Memory if your project does not require the management of memory assets such as chat memory, skills, LLM-Wiki, and code-graph.","Do not use this tool if you are looking for a solution that does not support TypeScript or requires a different license type."],"source":"enrich:decision_facts","observed_at":"2026-09-18T09:49:53.529Z"},"constraint_facets":{"min_ram_gb":4,"pricing_model":"freemium","requires_docker":true},"decision_summary":[{"label":"Pricing","value":"freemium - The tool is free to use, but premium features or support may come at an additional cost."},{"label":"Requirements","value":"Min 4 GB RAM; Requires Docker; The MongoDB storage backend is experimental and off by default, which may affect the tool's performance and reliability in certain scenarios."},{"label":"Adopt for","value":"TencentDB-Agent-Memory is a team-level memory hub for AI Agents, designed to transform conversations, documents, and code into reusable memory assets, including chat memory, skills, LLM-Wiki, and code-graph."},{"label":"License detail","value":"The license for TencentDB-Agent-Memory is categorized as 'Other', indicating a license that is not standard or widely recognized."}]}}