Agent Business Lab
Rank #105,287glama/gbesse/agent-business-lab
Runs a local stdio MCP server that lets you evaluate an AI agent's business outcome against four synthetic scenarios, including a duplicate-free quote follow-up, an unsent invoice reminder, client-file separation, and a stockout. It scores the run from the final state and recorded attempts rather than the agent's text, returning a pass or fail exit code.
What you can do with Agent Business Lab
Agent Business Lab is a Model Context Protocol (MCP) server published by gbesse. It ranks #105,287 of 151,203 active servers on MCP Toplist. Agent Business Lab is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Oct 6, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Agent Business Lab can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Agent Business Lab
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 23, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Agent Business Lab and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Agent Business Labyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 6, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 23, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 23, 2026
- Glama ↗listed since Oct 7, 2026 · still listed
Do you maintain Agent Business Lab? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 45,916 of 151,203 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fgbesse%2Fagent-business-lab)<a href="https://mcptoplist.com/server/glama%2Fgbesse%2Fagent-business-lab"><img src="https://mcptoplist.com/badge/glama%2Fgbesse%2Fagent-business-lab.svg" alt="MCP Toplist: #105,287 of 151,203" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Agent Business Lab?
- Agent Business Lab is maintained by gbesse, which publishes 3 MCP servers (1 total version) tracked on MCP Toplist.
- Is Agent Business Lab listed on the Official MCP Registry?
- Agent Business Lab is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Agent Business Lab have?
- Version information is unavailable for Agent Business Lab: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for Agent Business Lab?
- The source code for Agent Business Lab is hosted at github.com/gbesse/agent-business-lab.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.