ai-compass
Rank #101,073glama/kalraakshit042/ai-compass
Describe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Cursor — same recommendation engine, two interfaces.
ai-compass is a Model Context Protocol (MCP) server published by kalraakshit042. It ranks #101,073 of 137,492 servers tracked on MCP Toplist, and its repository has 1 GitHub stars. ai-compass is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 27, 2026.
Ranks ahead of 36,419 of 137,492 servers on MCP Toplist.
Use ai-compass
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.
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%2Fkalraakshit042%2Fai-compass)<a href="https://mcptoplist.com/server/glama%2Fkalraakshit042%2Fai-compass"><img src="https://mcptoplist.com/badge/glama%2Fkalraakshit042%2Fai-compass.svg" alt="MCP Toplist: #101,073 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
kalraakshit042
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 ai-compass?
- ai-compass is maintained by kalraakshit042, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is ai-compass listed on the Official MCP Registry?
- ai-compass is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ai-compass have?
- ai-compass ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for ai-compass?
- The source code for ai-compass is hosted at github.com/kalraakshit042/ai-compass.
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.