Leaderboard/Agent Ready

MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Agent Ready

agent-ready.dev↗|v0.5.2

Scan any URL for AI agent readability — Vercel Spec, llmstxt.org, and agent-protocol manifests.

75/100

Operational Score

Score Breakdown

Availability30/30

Conformance30/30

Performance15/40

Key Metrics

Uptime 30d

100.0%

P95 Latency

160.4ms

Conformance

Pass

Trend

Stable

What's Being Tested

Availability

HTTP health check to the service endpoint

Responded with HTTP 405 in 160ms

Conformance

MCP initialize handshake + tools/list

Valid MCP server info returned, tools/list responded

Performance

MCP ping + zero-arg tool invocation benchmarking

P95 latency: 160ms, task completion: 0%

Skills

scan_site

Runs the agent-ready.dev scanner against a URL and returns structured results: Vercel score, llmstxt.org score, and per-check findings with remediation hints. Scans may take up to ~60s; for larger scans the tool returns a scan id and asks you to poll with get_scan.

get_scan

Fetches a completed or in-progress scan by its id. Only scans owned by the authenticated API key's user are returned.

ask

Natural-language search (NLWeb /ask) over Agent Ready's own content — scoring methodology, the check registry, the specs it validates, and the content library (explainers, comparisons, how-to guides, glossary). Returns Schema.org-typed result objects. Optional itemType narrows to a corpus type; mode 'summarize' adds an extractive summary.

Tools

3 tools verified via live probe

verified 1h ago

Server: agent-readyVersion: 1.0.0Protocol: 2024-11-05

Recent Probe Results

Timestamp	Status	Latency	Conformance	Details
Jul 14, 2026	success	160.4ms	Pass	-

Source Registries

mcp-registry

First Seen

Jul 14, 2026

Last Seen

Jul 14, 2026

Last Probed

Jul 14, 2026