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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Data access / search

AgentsReady

By agentsready.dev Verified namespace

Audit any website for AI agents and AI search (AEO): llms.txt, AI bots, schema. Score plus fixes.

WebsiteAI models & agentsSearch & web data
Connect to AgentsReady
Checks passed
13 / 22

1 failed · 8 not measured

Median response
462 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked . Not enough checks yet
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 462 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name agentsready.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 462 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 462 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    6 of 6 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-12T11:05:46.065439Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using AgentsReady

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http agentsready https://agentsready.dev/mcp

Capabilities

Tools 5

check_site

Audit a website for AI agents and AI search (AEO/GEO): scan it the way ChatGPT, Claude and Perplexity fetch it and score it 0-100 (60 core points plus 40 for the job). Checks robots.txt rules for AI bots, bot walls and firewalls, server-rendered content, structured data, llms.txt, sitemap, pricing and sign-up pages, OpenAPI and MCP. Returns the score, every failed check with its fix, and the checks it passed. Read-only scan, cached for 24 hours; it does not run an agent on the site.

Discovered
get_checklist

The full 50-item checklist for getting recommended by AI assistants and letting their agents sign up, grouped by area, with how to pass each item. Pass kind "personal" for the list for a person's own site (portfolio, blog, GitHub Pages).

Discovered
get_fixes

Return a ready-to-run task list for a coding agent that fixes every failed agent-readiness and AI-search check on the site (for example adding llms.txt, unblocking AI crawlers, adding structured data), biggest first, with how to verify each change. Same scan as check_site.

Discovered
get_standard

Every check in the AgentsReady score with its points and fix: the 60 core points and the 40 points for each job (recommend, buy, signup, api, personal).

Discovered
lookup_vendor

Where a software vendor ranks in the AgentsReady category rankings (CRM, help desk, payments and 17 more): score, rank, bot wall, MCP server and biggest gap.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 90 days.
CheckedResultResponseTools
Connected462 ms5

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