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MCP servers tagged llm-evaluation
14 live MCP servers tagged "llm-evaluation", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-evaluation.
Opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Trulens
Evaluation and Tracking for LLM Experiments and AI Agents
Agentic Security
Agentic LLM Vulnerability Scanner / AI red teaming kit 🧪
Agenta
The open-source workspace for building and running AI agents. Build agents through chat, share them with your team, and run background agents on schedules or app events.
Tracely
Trace-native CI/CD for AI agents — production failures become regression tests that block the PR. Auto-detect, cluster, freeze into hermetic cases, replay in CI for $0.
Baba Is Eval
Claude et al. play the brilliant puzzle title "Baba is You"
Brain In The Fish
Score any document. Prove every claim.
Aicw AI Mentions
AICW AI Mentions (formerly AICW Rankings) is an open-source tool that helps online marketers track how often their products are mentioned in responses from popular AI chatbots.
Suede Creator Skills
25 open-source Agent Skills for Claude Code and Codex: multi-agent orchestration, A-F code review, AI evals, CI ship-gates, design, copy, SEO, iOS shipping, music rights, and cons…
Cap Evolve
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
Mcpscope
A local-first workbench for developing, inspecting, and benchmarking MCP servers against local (LM Studio, Ollama) or remote (OpenRouter) models — Web UI, CLI, and MCP interface o…
Rag Forge
Production-grade RAG pipelines with evaluation baked in
Ensemble
Multi-model consensus debate via the filesystem. LLMs propose, peer-review, rebut, vote and synthesize a group-confirmed answer. CLI + MCP.
Fde Guide
A field guide for FDEs and applied AI teams: value engineering and production architecture.