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reshuibuduo/README.md

Yu Haoxin

I am building TMCRA, a self-hosted temporal-memory platform for AI agents and products.

TMCRA recalls owner-global and current-project evidence before an agent responds, then stores the user message and the agent result as separate, source-attributed records. Across supported tools and conversations, it preserves project decisions, requirements, progress, test results, unresolved problems, and next steps. Accumulated collaboration can be organized into visual memory graphs and personal knowledge.

我在开发 TMCRA：一个可自托管的 Agent 与产品时序记忆平台。它让 Agent 在不同对话和工具之间延续同一项目，并将长期协作中的需求、决策、进度、验证结果与经验沉淀为可追溯的记忆和个人知识。

Website · Open-source platform · Core runtime · Community discussions

TMCRA repositories

Repository Category Purpose Status
tmcra Platform Full self-hosted source release: API, web, desktop, mobile, SDK integrations, Codex plugins, MCP, benchmarks, and assets Stable
tmcra-memory Core Local runtime, scoped memory, evidence retrieval, visual memory graph, personal knowledge, and benchmark package Active
tmcra-plugin-codex Integration Automatic recall and role-separated writeback for Codex lifecycle hooks Active
tmcra-plugin-deepseek-harness Integration Automatic project memory for DeepSeek Harness Technical preview
tmcra-mcp-server Protocol MCP server with explicit recall, prepare, commit, job, and reconciliation tools Active

Research

Repository Focus Status
tmcra-token-graph Graph-native autoregressive language-model research without dense causal self-attention Experimental

Contact

For integration questions, bug reports, and technical discussion, use TMCRA Discussions.

Popular repositories Loading

  1. tmcra-memory tmcra-memory Public

    TMCRA Core — local-first, scope-isolated long-term memory runtime for AI agents.

    Python 6

  2. tmcra-token-graph tmcra-token-graph Public

    TMCRA Research — graph-native token-graph language-model experiments.

    Python 4

  3. tmcra-plugin-deepseek-harness tmcra-plugin-deepseek-harness Public

    TMCRA Integration — lifecycle memory for DeepSeek Harness.

    TypeScript 1

  4. tmcra tmcra Public

    Full-stack, self-hosted memory infrastructure for AI agents: algorithms, traceable recall, knowledge graph, API/SDK/MCP, apps, deployment, benchmarks, and custom-memory adapters.

    Python 1

  5. Blue-Whale-Harness Blue-Whale-Harness Public

    Forked from leenkcool/Blue-Whale-Harness

    DeepSeek-Harness-Plugins

    JavaScript

  6. awesome-dsh-plugin-catalog awesome-dsh-plugin-catalog Public

    Forked from awesome-dsh-plugin/awesome-dsh-plugin

    A curated list of plugins for DeepSeek Harness (dsh) · DeepSeek Harness 插件精选列表

    Python