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MCP servers tagged llm-evals
11 live MCP servers tagged "llm-evals", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-evals.
Skill Optimizer
Benchmark, evaluate, and optimize skills to ensure reliable performance across all LLMs
Ozm Codex Agent Governance Skills
Codex-native OZM skill pack for AI coding agent governance, agentic coding loops, claim ceilings, and AGENTS.md-aware workflows.
AQVEN
Python framework + local Studio for reliable LLM workflows: typed files in your repo, pre-run checks, experiments and evals, MCP server for coding agents
Agentgate
Policy, human approval, and a tamper-evident audit trail for AI agent tool calls
Policy Reasoning Bench
Hand-built benchmark of regulatory and cost-benefit analysis tasks with expert rubrics — philosophy, economics, law/policy.
Agent Gate
Governed AI agents with an MCP server: least-privilege tool grants, human approval for writes, PII redaction, audit log, rollback, and safety evals in CI.
Bigquery Evals
Read-only BigQuery MCP server with mandatory dry-run cost caps, agent-friendly structured errors, and a Spider/BIRD-style NL-to-SQL eval harness.
Hermes Figma Prompt Hub
Figma-to-MCP prompt management for Hermes workflows.
Mini Erp
Safe AI operations agent demonstrating MCP tools, deterministic ERP workflows, approval gates, evaluations, and idempotent writes.
LearnAgenticAI
Production-grade portfolio of 10 progressive Agentic AI projects built with LangChain, LangGraph, LangSmith, and MCP.
Tool Call Replay Harness
Offline replay and assertion harness for AI agent tool-call transcripts, fixtures, retries, budgets, JUnit reports, and CI gates.