Openlayer MCP
Openlayer's MCP server, letting coding agents pull evaluation results, failing tests and monitoring data from Openlayer so they can debug and improve AI systems from the IDE.
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About Openlayer MCP
Openlayer MCP is listed in our evals & observability category and is aimed at builders. Openlayer's MCP server, letting coding agents pull evaluation results, failing tests and monitoring data from Openlayer so they can debug and improve AI systems from the IDE. Pricing, as the maker states it: See site. Maturity: Active. We last checked the official link on 2026-10-20.
Openlayer MCP at a glance
- Category: Evals & observability
- Built for: Developers and teams building with AI agents
- Pricing: Not verified yet: see the official site
- Official site: docs.openlayer.com/openlayer-mcp
- Listed on AgentScout: Oct 20, 2026
Openlayer MCP FAQ
What is Openlayer MCP?
Openlayer's MCP server, letting coding agents pull evaluation results, failing tests and monitoring data from Openlayer so they can debug and improve AI systems from the IDE.
How much does Openlayer MCP cost?
AgentScout hasn't verified Openlayer MCP's pricing yet, so we don't list a price. Check the official site (docs.openlayer.com/openlayer-mcp) for current plans.
What are alternatives to Openlayer MCP?
Similar tools include Opik, SWE-bench, Kiln, Agent Memory Leaderboard, BrowserGym and Galileo Agent Leaderboard.
Facts from our link-checked listing and the official site. See something wrong? Suggest an edit.
Openlayer MCP ratings and reviews
Openlayer MCP alternatives
Other evals & observability tools in our directory. See all evals & observability tools →
Opik
Comet's open-source platform for tracing, evaluating and monitoring LLM apps, RAG systems and agent workflows, self-hosted or in the cloud.
SWE-bench
Benchmark that tests whether language models and coding agents can resolve real GitHub issues, with multimodal and verified variants.
Kiln
Free desktop app and open-source library for building AI systems with evals, RAG, agents, fine-tuning and synthetic data in one workbench.
Agent Memory Leaderboard
Public leaderboard and open evaluation protocol, run by a group of universities and labs, for comparing long-term memory systems for agents in recurring submission rounds.
BrowserGym
ServiceNow's Gym environment for building, testing and evaluating web agents across browser benchmarks.
Galileo Agent Leaderboard
Galileo's leaderboard that ranks how well LLMs perform as agents on tool use and multi-step tasks.
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🧭 Task guides: AI eval and benchmark tools
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