llmprobe
Rank #23,287glama/Jwrede/llmprobe
Probe LLM API endpoints and report health metrics including time to first token, latency, and throughput.
What you can do with llmprobe
llmprobe is a Model Context Protocol (MCP) server published by Jwrede. It ranks #23,287 of 144,396 active servers on MCP Toplist, and its repository has 7 GitHub stars. llmprobe is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on May 6, 2026 and most recently updated on May 16, 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 llmprobe 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 llmprobe
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 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect llmprobe 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 llmprobeyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- May 6, 2026
- Latest release tag
- May 16, 2026
- Version history
- 4 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 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 16, 2026
- Glama ↗listed since May 8, 2026 · still listed
Do you maintain llmprobe? to correct or enrich this profile.
GitHub releases (4)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.4.0 | May 16, 2026 |
| v1.3.0 | May 16, 2026 |
| v1.2.0 | May 16, 2026 |
| v0.1.0 | May 6, 2026 |
Ranks ahead of 121,109 of 144,396 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%2FJwrede%2Fllmprobe)<a href="https://mcptoplist.com/server/glama%2FJwrede%2Fllmprobe"><img src="https://mcptoplist.com/badge/glama%2FJwrede%2Fllmprobe.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains llmprobe?
- llmprobe is maintained by Jwrede, which publishes 2 MCP servers (9 total versions) tracked on MCP Toplist.
- Is llmprobe listed on the Official MCP Registry?
- llmprobe is not on the Official MCP Registry. It is listed on Glama.
- How many versions does llmprobe have?
- No registry surfaces explicit version metadata for llmprobe; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on May 16, 2026.
- Where can I find the source code for llmprobe?
- The source code for llmprobe is hosted at github.com/Jwrede/llmprobe.
Do you run this server?
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