MCP Server Benchmarks
MCP Server Finder benchmarks MCP servers by installability, startup reliability, capability discovery, documentation quality, configuration clarity, and safety signals.
Servers tested
0
Install pass rate
0%
Startup pass rate
0%
Discovery pass rate
0%
Avg score
0
Last run
Unknown
Top benchmarked servers
No MCP servers found yet
No benchmark results are stored yet. Run `npm run benchmark:run-all -- --limit 20` after applying migration 0004.
Recently failed tests
No MCP servers found yet
No failed benchmark tests are stored yet.
Frequently asked questions
What is MCP Server Finder benchmarking?
It benchmarks MCP servers across installability, startup reliability, MCP capability discovery, documentation quality, configuration clarity, and safety signals.
Does safe mode execute third-party tools?
By default BENCHMARK_SAFE_MODE=true avoids destructive or uncertain execution. Unsafe or underconfigured checks are recorded as skipped rather than treated as successful.
What does benchmark_score mean?
benchmark_score is a 0-100 weighted score: install 20%, startup 20%, capability discovery 25%, docs 15%, config 10%, and safety 10%.
Last updated