Google tells you what exists. Faceabot tells you what holds up.
What a domain publishes for AI agents: ai-catalog.json, llms.txt, agents.md, robots.txt rules. Free.
MCP endpoint :https://registry.desvela.dev/mcp · website · measurements and detailsNeuronto ARD Registry: one search across every public ARD registry + 200,000+ verified MCP tools
MCP endpoint :https://neuronto.com/mcp · website · measurements and detailsSearch a public index of agents, MCP servers and skills found on the open web. Free, no auth.
MCP endpoint :https://stealthstack.ai/mcp?src=mcpregistry · website · measurements and detailsTrack your brand's share of voice in ChatGPT, Claude, Perplexity and Gemini. Pay per check.
MCP endpoint :https://mcp.apify.com/?tools=desvela/brand-watch · website · measurements and detailsCheck if your MCP server is ready to publish on the MCP Registry, Smithery, or npm.
MCP endpoint :https://skillfoundry.synaplex.ai/products/preflight/mcp/ · website · measurements and detailsBudgeted agent preflight: allow|block|reuse|defer|advise. Never executes destination tools. Free MCP
MCP endpoint :https://api.agent-preflight.com/mcp · website · measurements and detailsFree dual MCP+agent registry. Probe Live, free demo, Kernel/Loop. Self-list + dual strategy.
MCP endpoint :https://www.dualregistry.dev/api/protocol · website · measurements and details316 AI APIs searchable by shared failure domain, freshness and agent-sourced ratings.
MCP endpoint :https://mcp.naim.janis7ewski.org/mcp · website · measurements and detailsSix paid URL-intelligence tools for autonomous agents and agent swarms.
MCP endpoint :https://preflight.lorensaisolutions.com/mcp · website · measurements and detailsRead-only machine payment preflight using dated MEO evidence, with explicit unknowns.
MCP endpoint :https://api.machineeconomyobservatory.com/mcp · website · measurements and detailsPreflight MCP OAuth compatibility with structured evidence and remediation guidance.
MCP endpoint :https://auth.inversolabs.us/mcp · measurements and detailsPreflight checks for agent repository contributions, bounty work, and Base payments.
MCP endpoint :https://preflight.abacore.net/mcp · website · measurements and detailsDeterministic preflight for FactoryTalk View tag and alarm CSV imports before re-import.
MCP endpoint :https://factorytalk.regevidencehub.com/mcp · website · measurements and detailsSpanish company registry (BORME): companies, directors, links. Needs a free work-email account.
MCP endpoint :https://mcp.mapasocietario.es/mcp · website · measurements and detailsCaller-specific static MCP capability fit evidence. No live probing; caller owns the decision.
MCP endpoint :https://exactlane.dev/mcp · website · measurements and detailsEvidence-backed UBL, PDF, and image invoice checks before approval or payment.
MCP endpoint :https://mcp.dropenginehq.com/api/invoice-mcp · website · measurements and detailsInspect and validate an x402 endpoint before an autonomous agent spends USDC.
MCP endpoint :https://x402.chikocorp.com/mcp · website · measurements and detailsRead-only EU import preflight: EORI, TARIC candidates, measures, low-value cost. Evidence only.
MCP endpoint :https://import.mcp.jithox.com/mcp · website · measurements and detailsDeterministic MCP, JSON Schema, and SemVer preflight via Agothe's public MUV scope.
MCP endpoint :https://mcp-chatgpt.agothe.ai/mcp · measurements and detailsRead-only EU energy-label preflight: supplier-declared EPREL records. Evidence, not advice.
MCP endpoint :https://energy.mcp.jithox.com/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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