token-scout
Rank #39,407glama/jackccrawford/token-scout
Discovers LLM models in real time from cloud providers and local Ollama instances, returning compatibility profiles and live pricing so AI agents can route tasks to the cheapest viable model without breaking tool calls or context clipping.
What you can do with token-scout
token-scout is a Model Context Protocol (MCP) server published by jackccrawford. It ranks #39,407 of 144,396 active servers on MCP Toplist, and its repository has 10 GitHub stars. token-scout is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Jun 10, 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 token-scout 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 token-scout
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 token-scout 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 token-scoutyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Jun 10, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- 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 Jun 10, 2026 · still listed
Do you maintain token-scout? 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 104,989 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%2Fjackccrawford%2Ftoken-scout)<a href="https://mcptoplist.com/server/glama%2Fjackccrawford%2Ftoken-scout"><img src="https://mcptoplist.com/badge/glama%2Fjackccrawford%2Ftoken-scout.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains token-scout?
- token-scout is maintained by jackccrawford, which publishes 4 MCP servers (9 total versions) tracked on MCP Toplist.
- Is token-scout listed on the Official MCP Registry?
- token-scout is not on the Official MCP Registry. It is listed on Glama.
- How many versions does token-scout have?
- Version information is unavailable for token-scout: 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 token-scout?
- The source code for token-scout is hosted at github.com/jackccrawford/token-scout.
Do you run this server?
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