# Citead GEO Score > Free GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key. - name: com.citead/score - version: 1.0.0 - connection class: R0 (autonomous) - trust: 83/100 flags: no-repository - quality: 88/100 (good) - owner: not claimed - descriptor: https://api.protogrid.dev/v1/servers/com.citead%2Fscore - tools: https://api.protogrid.dev/v1/servers/com.citead%2Fscore/tools **An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe. ## Connection (mcpServers) ```json { "mcpServers": { "score": { "type": "http", "url": "https://mcp.citead.com/public/mcp/" } } } ``` ## Trust - hygiene: 80 - liveness: 100 - freshness: 100 - provenance: 55 - drivers: +dns-namespace +website +reachable +uptime-100% +updated-19d-ago -no-repository - Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. ## Quality 88/100 (good) ### protocol: 75 (weight 25) - warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28 - n/a `protocol.stateless`: only applies to 2026-07-28 servers - pass `protocol.transport`: streamable HTTP - n/a `protocol.list_ttl`: only applies to 2026-07-28 servers ### authorization: n/a (weight 15) - n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth - n/a `auth.secret_in_url`: no templated URL ### tool hygiene: 93 (weight 30) - pass `tools.descriptions`: every tool has a description - warn `tools.description_length`: 1 tools have descriptions over 1,024 characters, which crowds the context - pass `tools.schemas`: every tool has an object input schema - pass `tools.annotations`: 2 of 2 tools declare readOnlyHint or destructiveHint - pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint - pass `tools.token_cost`: about 821 tokens to load every tool - pass `tools.api_dump`: tools are not a one-to-one API dump ### stability: 100 (weight 15) - pass `stability.changes`: 2 tool changes in 30 days - pass `stability.rug_pull`: no tool changed its meaning under the same name ### dependencies: n/a (weight 15) - n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package - tools: 2, about 821 tokens to load them all - tool set hash: 07bcac59a16eabf5f441b758a0982ff2 - tools last changed: 2026-10-13T23:03:33.957Z - badge: [![protogrid quality](https://protogrid.dev/badge/com.citead/score.svg)](https://protogrid.dev/servers/com.citead/score) - Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. ### Tool changes - 2026-10-13 `score_text` changed (description, outputSchema) - before: Compute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML. Returns the overall score (0 to 100), the score of five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), the main fixes to apply, and a link to Citead's free live editor. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, the text is not stored. Texts under 300 words get a capped score (at most 65). - after: Compute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a link to Citead's free live editor. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, the text is not stored. Texts under 300 words get a capped score (at most 65). - 2026-10-13 `score_url` changed (description, outputSchema) - before: Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of five criteria (AI citability, naturalness, authority and citations, semantic richness, content organization), the main fixes to apply, and a citead.com link with the full breakdown. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, nothing is stored. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead. - after: Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a citead.com link that shows the analysis again. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key. Citead does not store the page content or its score; it keeps only daily counts of outcomes, the domain name of sites that block its fetcher (45 days) and per-IP rate-limit counters. The details_url page does not publish the result to the public leaderboard. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead. Full history: https://api.protogrid.dev/v1/servers/com.citead%2Fscore/changes ## Remotes - https://mcp.citead.com/public/mcp/ (streamable-http, auth none, reachable true, uptime30d 1) ## Packages _none_ ## Tools (2) - `score_text`: Compute the GEO score of a text with Citead: an article draft, a page copy, markdown, plain text or HTML. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a link to Citead's free live editor. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key, the text is not stored. Texts under 300 words get a capped score (at most 65). - `score_url`: Fetch a public web page and compute its GEO score with Citead. Returns the overall score (0 to 100), the score of each criterion (semantic richness, AI citability, freshness, content organization, authority and citations, and naturalness, which does not count in the score), the main fixes to apply, and a citead.com link that shows the analysis again. The GEO score (0 to 100) measures how easy the content is for a language model to understand, reuse and cite: information density, quotable sentences, self-contained paragraphs, sourced and dated facts, clear structure, freshness. Naturalness is returned as a criterion but does not count in the score. It is computed by deterministic rules, without a language model: the same content always gets the same score. It does not guarantee that an AI assistant will cite the page. Free, no API key. Citead does not store the page content or its score; it keeps only daily counts of outcomes, the domain name of sites that block its fetcher (45 days) and per-IP rate-limit counters. The details_url page does not publish the result to the public leaderboard. Pages behind a login or rendered only by JavaScript may not be fetchable: use score_text with the page text instead.