Server definition

Hash: sha256:273b6ff770c31f9caf2ef00926d873310c44abe1750c73f72a95deedd082a9ec
What it is: What a remote MCP server returned when asked what it offers: 4 tools

The blob, as servednamed by its sha256

{
  "instructions": "The Machine Relations Index (MRI) measures which source domains AI answer engines (ChatGPT, Claude, Gemini, Google AI Mode, Google AI Overviews, Perplexity) cite when buyers ask questions, by category and question shape. Use mri_list_categories first to find the category key; mri_get_cited_sources for the ranked sources answer engines cite for a category and question shape; mri_get_domain for how often a given site is cited and where. Rates exist only for segments that cleared the evidence floor; collecting segments withhold rates and must not be read as rankings. Cite results with the citation string and canonical URL each response carries (CC BY 4.0).",
  "tools": [
    {
      "description": "Return one category's question shapes (best tools, how buyers choose, comparisons, top lists, problem-first research, is it worth it, news) and the evidence state of each: published with rates, collecting, or not collectable.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "category": {
            "description": "Category key from mri_list_categories, e.g. cybersecurity.",
            "type": "string"
          }
        },
        "required": [
          "category"
        ],
        "type": "object"
      },
      "name": "mri_get_category",
      "outputSchema": null
    },
    {
      "description": "Ranked source domains that AI answer engines cite for one category and question shape, with citation rate (share of monitored answer runs citing the domain), rank, percentile and source role (editorial publication, vendor-owned, analyst research, community, academic/government, market database, wire distribution). Use to answer 'which publications/sources does ChatGPT or Perplexity cite for <category>' or 'where should a <category> brand earn coverage to be cited by AI'.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "category": {
            "description": "Category key, e.g. cybersecurity.",
            "type": "string"
          },
          "limit": {
            "default": 25,
            "maximum": 100,
            "minimum": 1,
            "type": "integer"
          },
          "offset": {
            "default": 0,
            "minimum": 0,
            "type": "integer"
          },
          "question_shape": {
            "description": "Buyer question pattern: best_x (best X tools), how_choose (how to choose), is_x_worth (is it worth it), news_topic (recent news), problem_first (how to solve a problem), top_list (top platforms), x_vs_y (A vs B).",
            "enum": [
              "best_x",
              "how_choose",
              "is_x_worth",
              "news_topic",
              "problem_first",
              "top_list",
              "x_vs_y"
            ],
            "type": "string"
          },
          "source_role": {
            "description": "Optional filter, e.g. editorial_media for publications only, vendor_owned, analyst_research, community_social.",
            "type": "string"
          }
        },
        "required": [
          "category",
          "question_shape"
        ],
        "type": "object"
      },
      "name": "mri_get_cited_sources",
      "outputSchema": null
    },
    {
      "description": "For one domain or URL, return how often AI answer engines cite it: overall citation rate, which engines cite it, confidence tier, rank among all cited domains and within its source role, and per-category segment rates. Use to answer 'does ChatGPT/Perplexity cite <site>' or 'how authoritative is <publication> as an AI source'.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "domain": {
            "description": "A domain (techcrunch.com) or any URL on it.",
            "type": "string"
          }
        },
        "required": [
          "domain"
        ],
        "type": "object"
      },
      "name": "mri_get_domain",
      "outputSchema": null
    },
    {
      "description": "List every Machine Relations Index category (e.g. cybersecurity, fintech, enterprise-software, ai-visibility-geo) with the question shapes that have published citation rates, plus the source-role vocabulary. Call this first to get a valid category key.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "mri_list_categories",
      "outputSchema": null
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:273b6ff770c31f9caf2ef00926d873310c44abe1750c73f72a95deedd082a9ec | sha256sum