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Agent Ready

by io.github.mlava
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Server Details

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

Ownership verified
Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
mlava/agent-ready-mcp
GitHub Stars
2
Server Listing
Agent Ready
ChatGPT
–
Claude
–

TDQS

A4.2/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: ask searches content, scan_site initiates scans, and get_scan retrieves scan results. There is no overlap or ambiguity between them.

Naming Consistency4/5

Tool names mostly follow a verb-based pattern (ask, scan_site, get_scan), with slight variation in that 'ask' lacks an explicit object while the others are verb_noun. Overall consistent enough to be predictable.

Tool Count5/5

Three tools is well-scoped for a focused scanner/content-search server. Each tool serves a necessary function without bloat or redundancy.

Completeness4/5

The scan lifecycle (initiate and fetch) is covered, and content search is provided. Minor gaps like listing past scans or canceling scans exist, but these are workaroundable.

Available Tools

3 tools
askAsk Agent Ready in natural languageA
Read-onlyIdempotent
Inspect

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.

Inputs: q (required), mode, itemType. Returns: message, results

get_scanGet a previous scan by idA
Read-onlyIdempotent
Inspect

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

Inputs: id (required). Returns: id, status, pollUrl, rootUrl, +9 more

scan_siteScan a site for AI agent readabilityA
Read-onlyIdempotent
Inspect

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.

Inputs: url (required), pageLimit. Returns: id, status, pollUrl, rootUrl, +9 more

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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