SatRank is an API-based trust oracle for AI agents operating on Bitcoin Lightning's L402 endpoints. It provides Bayesian trust scores, endpoint rankings, and verifiable assertions to help agents select reliable service providers based on budget and SLA requirements.
SatRank is a LLM eval & observability product. It focuses on enabling AI agents to select trustworthy L402 endpoints on Bitcoin Lightning by providing ranked, verifiable trust scores. SatRank is a B2B product aimed at AI agent developers and Bitcoin Lightning integrators. A free plan is available. The product ships for the command line and API.
SatRank first shipped in 2026. The project is developed in the open on GitHub with 659 commits in the last 90 days. Among its 5 catalogued features are trust scoring, bayesian analysis, and HTTP API. It exposes integrations via a public API and an MCP server.
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