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Latitude 10 Agent Readiness

R0· no sign-in

Scores how well AI agents will use your API, 0-100, from its OpenAPI spec. Free and read-only.

v1.0.1 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality91strong
Trust82of 100
Uptime, 30 days99%
Latency p50850 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "agent-readiness": {
      "type": "http",
      "url": "https://latitude10.tech/mcp/readiness"
    }
  }
}
claude mcp add --transport http agent-readiness https://latitude10.tech/mcp/readiness
[mcp_servers.agent-readiness]
url = "https://latitude10.tech/mcp/readiness"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "agent-readiness": {
      "type": "remote",
      "url": "https://latitude10.tech/mcp/readiness",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "agent-readiness": {
      "type": "http",
      "url": "https://latitude10.tech/mcp/readiness"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=agent-readiness&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbGF0aXR1ZGUxMC50ZWNoL21jcC9yZWFkaW5lc3MifQ%3D%3D"
}
{
  "servers": {
    "agent-readiness": {
      "type": "http",
      "url": "https://latitude10.tech/mcp/readiness"
    }
  }
}
{
  "mcpServers": {
    "agent-readiness": {
      "httpUrl": "https://latitude10.tech/mcp/readiness"
    }
  }
}
extensions:
  "agent-readiness":
    enabled: true
    name: "agent-readiness"
    type: streamable_http
    uri: "https://latitude10.tech/mcp/readiness"
    timeout: 300

Quality 91 / 100strong

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene100 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations1 of 1 tools declare readOnlyHint or destructiveHint
  • pass
    tools.directory_hintsevery tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
  • pass
    tools.token_costabout 258 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

1 tools, about 258 tokens to load them all · tool set 244bab379f34 · checked 2026-10-20 10:35 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 82 / 100

no-repository
provenance55
liveness99
freshness100
hygiene80

+dns-namespace +website +reachable +uptime-99% +updated-17d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://latitude10.tech/mcp/readiness streamable-httpnoneyes99%850 ms2025-11-252026-10-20

Tools (1)

check_agent_readinessread-onlyScores an API 0-100 for how well AI agents will use it as tools, from its OpenAPI 3.0 or 3.1 spec: operationIds, summaries, descriptions, parameter descriptions, enums, examples, JSON bodies, response and error schemas, pagination, auth, idempotency and tool count (the Agentify API kit's rules). Give the spec's https URL or the spec itself. Free; returns the score, each rule's result with how to fix it, and the most costly findings. Use it before turning an API into an MCP server or listing it for agents.

Schemas: list_tools.

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More from tech.latitude10

Official server.json
{
  "name": "tech.latitude10/agent-readiness",
  "icons": [
    {
      "src": "https://latitude10.tech/web-app-manifest-512x512.png",
      "sizes": [
        "512x512"
      ],
      "mimeType": "image/png"
    }
  ],
  "title": "Latitude 10 Agent Readiness",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://latitude10.tech/mcp/readiness",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.1",
  "websiteUrl": "https://latitude10.tech/agent-readiness",
  "description": "Scores how well AI agents will use your API, 0-100, from its OpenAPI spec. Free and read-only."
}