Read-only AI project discovery, verification, comparison, shortlisting, and stack planning.
Listed on
- Official MCP Registry
- Smithery
- Glamavia MCP Toplist
First seen 2 Oct 2026. One server, whatever directories list it: each directory listing keeps its own page and history.
3
Directories
1 via MCP Toplist
9
Tools
From an anonymous probe
C
ToolBench grade
Arcade’s grade, not ours
2
GitHub stars
From MCP Toplist
Tools
| Tool | Description | Behaviour |
|---|---|---|
| browse_radar_projects | Browse rankings, collections, categories, scenarios, topics or filtered projects. | Read-only |
| browse_radar_skills | Browse/filter the Radar Skills library or open one Skill by ID. | Read-only |
| compare_ai_projects | Compare two to five projects in one explicit decision context. | Read-only |
| compose_ai_stack | Compose a candidate open-source AI stack and expose unknown compatibility. | Read-only |
| find_alternatives | Find verified candidate alternatives while preserving constraints. | Read-only |
| get_license_evidence | Get observed license evidence; the result is not legal advice. | Read-only |
| get_project_facts | Get current evidence-backed public facts for one project. | Read-only |
| get_radar_overview | Discover current rankings, collections, categories, scenarios and filters. | Read-only |
| search_ai_projects | Find and verify open-source AI projects from explicit requirements. | Read-only |
| Directory | Listing | Tier | First seen |
|---|---|---|---|
| Official MCP Registry | AI Workstation Open Source Intelligence | - | 2 Oct 2026 |
| Smithery | AI Workstation Open Source Intelligence | - | 2 Oct 2026 |
| Glama | Listed there according to MCP Toplist’s dataset; not collected by InvokeRank. | ||