@renezander030
基本信息
MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"ats": {
"command": "ats-mcp",
"env": {
"ATS_ADAPTER": "@reneza/ats-adapter-ticktick"
}
}
}
}工具列表暂未提供
当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。
工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。
ATS is an MCP server and CLI that gives your AI agent memory from the task system you already use — TickTick, Taskmaster, Beads, Obsidian, Notion, GitHub, Airtable, Google, or all at once via the composite adapter with Reciprocal Rank Fusion (RRF) retrieval. It is an adapter, not a migration — it makes your existing task app agent-native without re-homing any data.
Install the CLI and an adapter globally (npm install -g @reneza/ats-cli @reneza/ats-adapter-ticktick), configure with ats config use ticktick, authenticate with ats auth login, then query with ats find "deployment runbook". For MCP clients, install @reneza/ats-mcp and set the ATS_ADAPTER environment variable; the binary (ats-mcp) works over stdio with Claude Code, Claude Desktop, Cursor, Windsurf, and OpenCode.
ats find query.Most projects build a new store that drifts when not fed, while ATS uses your existing task app as the persistent memory. It combines dense, sparse, and keyword retrieval with RRF ranking, adds typed links, lifecycle validity, and an action ledger — whereas alternatives like memory files or vector-DB require manual upkeep or a separate database.
Yes. It provides adapters for TickTick, Obsidian, Notion, GitHub, Airtable, Google (Sheets/Docs/Slides), Taskmaster, Beads, and OKF. A composite adapter fuses multiple sources into one deduplicated corpus. You keep using your current app; ATS adds the retrieval and context layer.
You can deploy the backend on Render (one-click button) and the operator deck on Cloudflare Pages. The MCP server runs on your machine or VPS via Docker or the `ats-mcp` binary. After deploying, set the `ATS_MCP_TOKEN` and point your MCP client at the server’s URL.
ATS works with any client that can launch a stdio MCP server, including Claude Code, Claude Desktop, Cursor, Windsurf, and OpenCode. The binary and `ATS_ADAPTER` environment variable are the same; only the config file location and wrapper key differ per client.
Your data stays in your existing task apps (TickTick, Notion, local markdown, etc.). ATS also uses a private Qdrant vector store and Ollama embeddings when deployed, but writes are add-only — it never drops or modifies data you added. Metadata is stored in flat YAML frontmatter on the task body and in `## Related` / `## References` sections.
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