MCP Vetted

MCPBench

The evaluation benchmark on MCP servers

Repository
modelscope/MCPBench
Stars
249
Last push
2025-09-03
License
Apache-2.0
Category
Databases

Score breakdown — how scoring works

  • Maintenance

    4.5 / 30
    • Pushed within 12 months303 days ago+4.5

  • Adoption

    13.9 / 25
    • GitHub stars (no package published — stars weighted fully)249+13.9

  • Documentation

    18 / 25
    • Substantial README (2,500+ chars)5927 chars+8
    • Install / setup instructionsyes+6
    • Tools / capabilities documentedno+0
    • Code or client-config exampleyes+4

  • Trust signals

    9 / 20
    • OSS license declaredApache-2.0+7
    • First-party vendor implementationno+0
    • DNS-verified registry namespaceno+0
    • Listed in official MCP Registryno+0
    • Owned by an organizationyes+2

Install

From sourcegit clone https://github.com/modelscope/MCPBench

No package published to a registry — see the README for setup instructions.

Always review a server's code and required credentials before connecting it to your MCP client. MCP Vetted scores public metadata — it does not audit code for malicious behavior (yet). Methodology →

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