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orbator-mcp

R0· no sign-in

AI visibility checks, software recommendations and tool comparisons from measured AI answer data

v0.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust76of 100
Uptime, 30 days100%
Latency p50256 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "orbator-mcp": {
      "type": "http",
      "url": "https://api.orbator.io/api/mcp"
    }
  }
}
claude mcp add --transport http orbator-mcp https://api.orbator.io/api/mcp
[mcp_servers.orbator-mcp]
url = "https://api.orbator.io/api/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "orbator-mcp": {
      "type": "remote",
      "url": "https://api.orbator.io/api/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "orbator-mcp": {
      "type": "http",
      "url": "https://api.orbator.io/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=orbator-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLm9yYmF0b3IuaW8vYXBpL21jcCJ9"
}
{
  "servers": {
    "orbator-mcp": {
      "type": "http",
      "url": "https://api.orbator.io/api/mcp"
    }
  }
}
{
  "mcpServers": {
    "orbator-mcp": {
      "httpUrl": "https://api.orbator.io/api/mcp"
    }
  }
}
extensions:
  "orbator-mcp":
    enabled: true
    name: "orbator-mcp"
    type: streamable_http
    uri: "https://api.orbator.io/api/mcp"
    timeout: 300

Quality 79 / 100good

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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_ai_index (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); find_tools (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_facts (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 782 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

4 tools, about 782 tokens to load them all · tool set 7edea2bb6de5 · checked 2026-10-20 11:40 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 76 / 100

no-repository
provenance55
liveness100
freshness65
hygiene80

+dns-namespace +website +reachable +uptime-100% ~updated-115d-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://api.orbator.io/api/mcp streamable-httpnoneyes100%256 ms2025-11-252026-10-20

Tools (4)

compareCompare software/tools side by side — a fact-by-fact comparison of two products (pricing, features, integrations, limits) with source URLs and verified dates for every claim. Use for "X vs Y" software comparison questions. Accepts product names or domains; pair order does not matter.
find_toolsSoftware recommendations backed by measured AI answer data: find the best software/tools for a category or job, ranked by how often AI assistants (ChatGPT, Claude, Gemini, Perplexity) actually recommend them in real buyer-style queries — not by ads or affiliate placement. Use when asked "what software/tool should I use for X", "best X tools", or for vendor-neutral software recommendations. Pass the category in plain words (e.g. "uptime monitoring", "CRM for freelancers"); it is fuzzy-matched against published Index categories, and near-miss inputs return suggested categories to retry with. Returns ranked products with recommendation share %, 4-week trend, and per-engine breakdown.
get_ai_indexAI visibility check — which software AI recommends for a category. Returns the full AI Recommendation Index for one software category: the complete measured ranking of products AI assistants (ChatGPT, Claude, Gemini, Perplexity) recommend, with recommendation share %, average answer position, per-engine breakdown, 4-week trend, sample size, and methodology. Use to answer "does AI recommend <product>" (look up its row and rank), "who is winning AI recommendations in <category>", or to cite AI recommendation-share data. Pass category in plain words or as a slug; omit it (or pass "categories") to list all published categories.
get_factsCanonical software product facts with sources — pricing, features, integrations, platform, and limits, where every fact carries a source URL and a last-verified date. Use to verify software claims (e.g. current pricing) or to gather grounded data before recommending or comparing tools. Accepts a product name or domain (e.g. "hubspot.com").

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.orbator/orbator-mcp",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://api.orbator.io/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.0",
  "websiteUrl": "https://www.orbator.io/developers",
  "description": "AI visibility checks, software recommendations and tool comparisons from measured AI answer data"
}