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MCP servers tagged eval
8 live MCP servers tagged "eval", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with eval.
Skill Optimizer
Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs
Swival
A small, powerful, open-source CLI coding agent that works with open models.
Evalmonkey
CLI for agent builders to benchmark & chaos test your AI Agents. Text, Voice, Code supported.
Agent Tool Forge
Production LLM agent sidecar + Claude Code skill library for building, testing, and running tool-calling agents.
Pickrate
Does an agent actually pick your MCP tools and Agent Skills correctly? Zero-config surface linting and selection evals.
Routeproof
Test how an AI host routes real user intents to your MCP server's tools — catch silent mis-routing before your users do.
Kaigo MCP
介護の需給データをAIエージェントの道具として公開するMCPサーバー。道具は3つ。呼ぶ側のモデルを変えても答えがぶれないよう、全国値を道具の応答に埋めた
Curate
Turn an OpenAPI/Swagger spec into a high-quality, curated MCP server — consolidates endpoints into clear tools and proves it with an eval harness.