ats serve
Rank #91,900glama/LanGuo/agent-trace-signals
Enables coding agents to query a local, offline memory store of past session traces through hybrid BM25 plus semantic retrieval over extracted memories and chunks. Lets users recall relevant memories, search chunks and sessions, and explore cross-session clusters directly from their agent.
ats serve is a Model Context Protocol (MCP) server published by LanGuo. It ranks #91,900 of 137,138 servers tracked on MCP Toplist. ats serve is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 28, 2026.
Ranks ahead of 45,238 of 137,138 servers on MCP Toplist.
Use ats serve
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FLanGuo%2Fagent-trace-signals)<a href="https://mcptoplist.com/server/glama%2FLanGuo%2Fagent-trace-signals"><img src="https://mcptoplist.com/badge/glama%2FLanGuo%2Fagent-trace-signals.svg" alt="MCP Toplist: #91,900 of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
LanGuo
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains ats serve?
- ats serve is maintained by LanGuo, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is ats serve listed on the Official MCP Registry?
- ats serve is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ats serve have?
- ats serve ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for ats serve?
- The source code for ats serve is hosted at github.com/LanGuo/agent-trace-signals.
Do you run this server?
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