{ "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-05", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.3", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "tool": { "category": "workflow-automation", "endpoint": "https://www.agentseo.dev/mcp", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/agentseo-mcp.json", "kind": "mcp", "listed": "indexed", "liveUrl": "https://www.anchorterminal.com/api/v1/live/agentseo-mcp.json", "markdownUrl": "https://www.anchorterminal.com/tools/agentseo-mcp.md", "mcpTools": { "check": { "checker": "anchor-check/1.0", "totalTokens": 13064, "counts": { "error": 0, "note": 1, "warn": 90 }, "findings": [ { "rule": "TC11", "severity": "warn", "tool": "agentseo_ai_overview_extract", "message": "4 parameters without a description: language, location, sync, target_domain", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_ai_visibility_prompt_set", "message": "none of its 15 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_analyze_serp", "message": "4 parameters without a description: device, language, location, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_anchors", "message": "none of its 15 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_competitors", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_domain_pages", "message": "none of its 17 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_list", "message": "none of its 15 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_new_lost_timeseries", "message": "none of its 6 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_opportunity_finder", "message": "none of its 11 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_page_intersection", "message": "none of its 18 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_referring_domains", "message": "none of its 16 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_backlinks_summary", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_action_plan", "message": "none of its 8 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_brief", "message": "8 parameters without a description: brand_voice, brief_depth, device, include_serp_outline, language, location and 2 more", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_cannibalization", "message": "none of its 5 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_competitor_gap_matrix", "message": "none of its 6 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_draft_qa", "message": "5 parameters without a description: device, language, location, qa_depth, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_gap", "message": "4 parameters without a description: language, location, scrape_depth, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_internal_links", "message": "3 parameters without a description: keyword, max_suggestions, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_keyword_map", "message": "none of its 5 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_programmatic_template", "message": "none of its 17 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_refresh_brief", "message": "4 parameters without a description: language, location, scrape_depth, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_schema_plan", "message": "4 parameters without a description: include_jsonld, keyword, page_type, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_serp_outline", "message": "6 parameters without a description: device, include_title_options, language, location, outline_depth, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_technical_qa", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_content_title_meta", "message": "5 parameters without a description: current_meta_description, current_title, keyword, page_type, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_domain_competitors", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_domain_intersection", "message": "none of its 10 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_domain_ranked_keywords", "message": "none of its 10 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_domain_relevant_pages", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_domain_traffic_estimate", "message": "none of its 9 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_extract", "message": "1 parameter without a description: include_images", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_keyword_ideas_suggest", "message": "9 parameters without a description: exact_match, ignore_synonyms, include_seed_keyword, language, limit, location and 3 more", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_keyword_metrics_overview", "message": "none of its 7 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_local_audit", "message": "2 parameters without a description: language, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_local_visibility_track", "message": "4 parameters without a description: keywords, language, locations, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_opportunities_brief", "message": "7 parameters without a description: current_rank, include_competitor_outlines, language, location, opportunity_type, page_url and 1 more", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_opportunities_find", "message": "7 parameters without a description: include_competitor_discovery, include_serp_competitors, keyword_limit, language, location, opportunity_limit and 1 more", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_page_cro_qa", "message": "none of its 10 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_page_intersection", "message": "none of its 17 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_rank_track", "message": "2 parameters without a description: location, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_search", "message": "4 parameters without a description: exclude_domains, include_domains, limit, sync", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_serp_volatility", "message": "none of its 8 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC11", "severity": "warn", "tool": "agentseo_site_sitemap_audit", "message": "none of its 8 parameters has a description", "fix": "Describe each one: format, units, an example, and what happens when it's left out." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_ai_overview_extract", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_ai_visibility_prompt_set", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_analyze_serp", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"analyze\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_anchors", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_competitors", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_domain_pages", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_list", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"list\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_new_lost_timeseries", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_opportunity_finder", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_page_intersection", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_referring_domains", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_backlinks_summary", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_action_plan", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_brief", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_cannibalization", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_competitor_gap_matrix", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_draft_qa", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_gap", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_internal_links", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_keyword_map", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_programmatic_template", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_refresh_brief", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_schema_plan", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_serp_outline", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_technical_qa", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_content_title_meta", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_domain_competitors", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_domain_intersection", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_domain_ranked_keywords", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_domain_relevant_pages", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_domain_traffic_estimate", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_extract", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_job_status", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"status\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_keyword_ideas_suggest", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_keyword_metrics_overview", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_local_audit", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_local_visibility_track", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_opportunities_brief", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_opportunities_find", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"find\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_page_cro_qa", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_page_intersection", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_rank_track", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_search", "message": "no readOnlyHint or destructiveHint", "fix": "Its name starts with \"search\"; if it only reads, set readOnlyHint: true so harnesses can run it without asking." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_serp_volatility", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC16", "severity": "warn", "tool": "agentseo_site_sitemap_audit", "message": "no readOnlyHint or destructiveHint", "fix": "Set readOnlyHint: true if it only reads; otherwise set destructiveHint and idempotentHint." }, { "rule": "TC23", "severity": "warn", "message": "45 tools", "fix": "Offer a smaller default toolset and let clients opt into the rest." }, { "rule": "TC24", "severity": "note", "message": "45 of 45 tools have no outputSchema", "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it." } ] }, "checkedAt": "2026-10-04T22:24:26Z", "count": 45, "schemaTokens": 13064, "status": "ok", "tools": [ { "name": "agentseo_search", "title": "AgentSEO Search", "description": "Perform a Google search with optional domain filters.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "exclude_domains": { "items": { "type": "string" }, "type": "array" }, "include_domains": { "items": { "type": "string" }, "type": "array" }, "limit": { "default": 10, "maximum": 50, "minimum": 1, "type": "integer" }, "query": { "description": "The search query", "type": "string" }, "sync": { "default": true, "type": "boolean" } }, "required": [ "query" ], "type": "object" } }, { "name": "agentseo_extract", "title": "AgentSEO Extract", "description": "Extract content from a URL and convert to Markdown.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "include_images": { "default": false, "type": "boolean" }, "url": { "description": "The URL to scrape", "format": "uri", "type": "string" } }, "required": [ "url" ], "type": "object" } }, { "name": "agentseo_analyze_serp", "title": "AgentSEO Analyze SERP", "description": "Deep analysis of Search Engine Results Page (SERP) features and competitors.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "device": { "default": "desktop", "enum": [ "desktop", "mobile" ], "type": "string" }, "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "sync": { "default": true, "type": "boolean" } }, "required": [ "keyword" ], "type": "object" } }, { "name": "agentseo_local_audit", "title": "AgentSEO Local Audit", "description": "Audit one Google Maps business listing. Provide its business name and city/state/country; do not pass a website URL or domain.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "business_name": { "description": "Business name as shown on Google Maps, not a domain or URL", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "description": "City, state, and country of the business", "type": "string" }, "sync": { "default": true, "type": "boolean" } }, "required": [ "business_name", "location" ], "type": "object" } }, { "name": "agentseo_content_gap", "title": "AgentSEO Content Gap", "description": "Run content gap analysis for a URL and keyword.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "scrape_depth": { "default": "h3", "enum": [ "h1", "h2", "h3" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "url": { "description": "Your URL", "format": "uri", "type": "string" } }, "required": [ "url", "keyword" ], "type": "object" } }, { "name": "agentseo_opportunities_find", "title": "AgentSEO Opportunity Finder", "description": "Find prioritized SEO opportunities for a domain or URL.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "include_competitor_discovery": { "default": false, "type": "boolean" }, "include_serp_competitors": { "default": false, "type": "boolean" }, "keyword_limit": { "default": 25, "maximum": 100, "minimum": 1, "type": "integer" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "opportunity_limit": { "default": 10, "maximum": 25, "minimum": 1, "type": "integer" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Domain or URL to analyze", "type": "string" } }, "required": [ "target" ], "type": "object" } }, { "name": "agentseo_opportunities_brief", "title": "AgentSEO Opportunity Brief", "description": "Turn one keyword or page opportunity into an implementation-ready brief.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "current_rank": { "maximum": 100, "minimum": 1, "type": "integer" }, "include_competitor_outlines": { "default": true, "type": "boolean" }, "keyword": { "description": "Selected opportunity keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "opportunity_type": { "enum": [ "quick_win", "content_refresh", "ai_overview_opportunity", "featured_snippet_opportunity", "commercial_intent_opportunity", "lost_keyword_recovery", "competitor_gap" ], "type": "string" }, "page_url": { "format": "uri", "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Target domain or URL", "type": "string" } }, "required": [ "keyword", "target" ], "type": "object" } }, { "name": "agentseo_content_refresh_brief", "title": "AgentSEO Content Refresh Brief", "description": "Create a refresh brief for an existing URL and keyword.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "scrape_depth": { "default": "h3", "enum": [ "h1", "h2", "h3" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "url": { "description": "Existing page URL", "format": "uri", "type": "string" } }, "required": [ "url", "keyword" ], "type": "object" } }, { "name": "agentseo_content_serp_outline", "title": "AgentSEO SERP Outline", "description": "Turn live SERP intent into a writer- and agent-ready page outline.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "device": { "default": "desktop", "enum": [ "desktop", "mobile" ], "type": "string" }, "include_title_options": { "default": true, "type": "boolean" }, "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "outline_depth": { "default": "standard", "enum": [ "brief", "standard", "detailed" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand or domain", "type": "string" } }, "required": [ "keyword" ], "type": "object" } }, { "name": "agentseo_content_brief", "title": "AgentSEO Content Brief", "description": "Turn live SERP intent into a production-ready content brief for writers and coding agents.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "audience": { "description": "Optional audience description", "type": "string" }, "brand_voice": { "default": "expert", "enum": [ "neutral", "expert", "friendly", "bold", "technical" ], "type": "string" }, "brief_depth": { "default": "standard", "enum": [ "standard", "detailed" ], "type": "string" }, "device": { "default": "desktop", "enum": [ "desktop", "mobile" ], "type": "string" }, "include_serp_outline": { "default": true, "type": "boolean" }, "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "page_type": { "default": "auto", "enum": [ "auto", "blog_post", "landing_page", "comparison_page", "guide", "tool_page" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" } }, "required": [ "keyword" ], "type": "object" } }, { "name": "agentseo_content_draft_qa", "title": "AgentSEO Content Draft QA", "description": "Validate a draft URL or markdown against live SERP expectations before publishing.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "device": { "default": "desktop", "enum": [ "desktop", "mobile" ], "type": "string" }, "draft_markdown": { "description": "Draft markdown when no URL exists", "maxLength": 50000, "minLength": 100, "type": "string" }, "draft_url": { "description": "Draft or staged page URL", "format": "uri", "type": "string" }, "keyword": { "description": "Target keyword", "type": "string" }, "language": { "default": "en", "type": "string" }, "location": { "default": "United States", "type": "string" }, "qa_depth": { "default": "standard", "enum": [ "standard", "strict" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" } }, "required": [ "keyword" ], "type": "object" } }, { "name": "agentseo_content_schema_plan", "title": "AgentSEO Content Schema Plan", "description": "Plan JSON-LD schema for a URL or markdown page without a provider call.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "include_jsonld": { "default": true, "type": "boolean" }, "keyword": { "type": "string" }, "page_markdown": { "description": "Page markdown when no URL exists", "maxLength": 50000, "minLength": 80, "type": "string" }, "page_type": { "default": "auto", "enum": [ "auto", "article", "blog_post", "landing_page", "product", "software", "local_business", "faq", "how_to" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" }, "url": { "description": "Page URL to scrape", "format": "uri", "type": "string" } }, "type": "object" } }, { "name": "agentseo_content_internal_links", "title": "AgentSEO Content Internal Links", "description": "Find internal link opportunities from a source page to required supplied target pages.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "keyword": { "type": "string" }, "max_suggestions": { "default": 8, "maximum": 20, "minimum": 1, "type": "integer" }, "source_markdown": { "description": "Source page markdown when no URL exists", "maxLength": 50000, "minLength": 80, "type": "string" }, "source_url": { "description": "Source page URL to scrape", "format": "uri", "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" }, "target_pages": { "description": "Required candidate internal pages from your sitemap, CMS, crawler, Search Console, or /site/sitemap-audit.", "items": { "properties": { "description": { "maxLength": 500, "type": "string" }, "keywords": { "default": [], "items": { "type": "string" }, "maxItems": 12, "type": "array" }, "title": { "maxLength": 180, "minLength": 1, "type": "string" }, "url": { "format": "uri", "type": "string" } }, "required": [ "url", "title" ], "type": "object" }, "maxItems": 50, "minItems": 1, "type": "array" } }, "type": "object" } }, { "name": "agentseo_content_title_meta", "title": "AgentSEO Content Title Meta", "description": "Generate SEO title and meta description options for a URL or markdown page.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "current_meta_description": { "maxLength": 320, "type": "string" }, "current_title": { "maxLength": 120, "type": "string" }, "keyword": { "minLength": 1, "type": "string" }, "page_markdown": { "description": "Page markdown when no URL exists", "maxLength": 50000, "minLength": 80, "type": "string" }, "page_type": { "default": "auto", "enum": [ "auto", "blog_post", "landing_page", "product", "software", "local_business", "comparison_page", "guide" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" }, "url": { "description": "Page URL to scrape", "format": "uri", "type": "string" } }, "required": [ "keyword" ], "type": "object" } }, { "name": "agentseo_content_keyword_map", "title": "AgentSEO Content Keyword Map", "description": "Map supplied keywords to supplied pages and flag missing pages or cannibalization risks.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "keywords": { "items": { "minLength": 1, "type": "string" }, "maxItems": 250, "minItems": 1, "type": "array" }, "max_mappings": { "default": 250, "maximum": 250, "minimum": 1, "type": "integer" }, "pages": { "items": { "properties": { "current_keywords": { "default": [], "items": { "minLength": 1, "type": "string" }, "maxItems": 30, "type": "array" }, "description": { "maxLength": 500, "type": "string" }, "headings": { "default": [], "items": { "minLength": 1, "type": "string" }, "maxItems": 30, "type": "array" }, "page_type": { "default": "unknown", "enum": [ "unknown", "homepage", "blog_post", "landing_page", "product", "software", "local_business", "comparison_page", "guide", "docs" ], "type": "string" }, "title": { "maxLength": 180, "minLength": 1, "type": "string" }, "url": { "format": "uri", "type": "string" } }, "required": [ "url", "title" ], "type": "object" }, "maxItems": 100, "minItems": 1, "type": "array" }, "sync": { "default": true, "type": "boolean" }, "target": { "description": "Optional target brand, domain, or product", "type": "string" } }, "required": [ "keywords", "pages" ], "type": "object" } }, { "name": "agentseo_content_technical_qa", "title": "AgentSEO Content Technical QA", "description": "Run pre-publish SEO QA for metadata, indexability, canonical, headings, schema, links, and media.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "check_external_links": { "default": false, "type": "boolean" }, "expected_canonical": { "format": "uri", "type": "string" }, "html": { "maxLength": 250000, "minLength": 80, "type": "string" }, "keyword": { "minLength": 1, "type": "string" }, "markdown": { "maxLength": 50000, "minLength": 80, "type": "string" }, "page_type": { "default": "auto", "enum": [ "auto", "article", "blog_post", "landing_page", "product", "software", "local_business", "comparison_page", "guide", "docs" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" }, "url": { "format": "uri", "type": "string" } }, "type": "object" } }, { "name": "agentseo_content_action_plan", "title": "AgentSEO Content Action Plan", "description": "Turn supplied SEO opportunities into a capacity-aware content calendar and execution plan.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "goal": { "default": "traffic_growth", "enum": [ "traffic_growth", "lead_generation", "refresh_decay", "launch_support", "authority_building" ], "type": "string" }, "horizon_days": { "default": 30, "maximum": 90, "minimum": 7, "type": "integer" }, "items": { "items": { "properties": { "buyer_stage": { "default": "awareness", "enum": [ "awareness", "consideration", "decision", "implementation", "retention" ], "type": "string" }, "dependencies": { "default": [], "items": { "maxLength": 160, "minLength": 1, "type": "string" }, "maxItems": 10, "type": "array" }, "effort": { "default": "medium", "enum": [ "small", "medium", "large" ], "type": "string" }, "impact_score": { "maximum": 100, "minimum": 0, "type": "number" }, "keyword": { "maxLength": 120, "minLength": 1, "type": "string" }, "notes": { "maxLength": 1000, "type": "string" }, "opportunity_type": { "default": "new_content", "enum": [ "new_content", "refresh", "technical_fix", "internal_links", "schema", "backlink_outreach", "monitoring" ], "type": "string" }, "priority": { "default": "medium", "enum": [ "low", "medium", "high", "critical" ], "type": "string" }, "source_endpoint": { "maxLength": 120, "type": "string" }, "status": { "default": "idea", "enum": [ "idea", "ready", "blocked", "in_progress" ], "type": "string" }, "title": { "maxLength": 180, "minLength": 1, "type": "string" }, "url": { "format": "uri", "type": "string" } }, "required": [ "title" ], "type": "object" }, "maxItems": 100, "minItems": 1, "type": "array" }, "start_date": { "pattern": "^\\d{4}-\\d{2}-\\d{2}$", "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" }, "team": { "default": [], "items": { "maxLength": 80, "minLength": 1, "type": "string" }, "maxItems": 20, "type": "array" }, "weekly_capacity": { "default": 5, "maximum": 25, "minimum": 1, "type": "integer" } }, "required": [ "items" ], "type": "object" } }, { "name": "agentseo_site_sitemap_audit", "title": "AgentSEO Sitemap Audit", "description": "Audit sitemap coverage, orphan-page candidates, important URLs, canonical/indexability noise, and internal-link gaps.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "crawl_urls": { "default": [], "items": { "properties": { "canonical_url": { "format": "uri", "type": "string" }, "clicks": { "minimum": 0, "type": "number" }, "impressions": { "minimum": 0, "type": "number" }, "inbound_internal_links": { "maximum": 9007199254740991, "minimum": 0, "type": "integer" }, "indexable": { "default": true, "type": "boolean" }, "source": { "maxLength": 80, "type": "string" }, "status_code": { "maximum": 599, "minimum": 100, "type": "integer" }, "title": { "maxLength": 180, "type": "string" }, "url": { "format": "uri", "type": "string" } }, "required": [ "url" ], "type": "object" }, "maxItems": 5000, "type": "array" }, "important_urls": { "default": [], "items": { "format": "uri", "type": "string" }, "maxItems": 500, "type": "array" }, "internal_links": { "default": [], "items": { "properties": { "anchor": { "maxLength": 160, "type": "string" }, "source_url": { "format": "uri", "type": "string" }, "target_url": { "format": "uri", "type": "string" } }, "required": [ "source_url", "target_url" ], "type": "object" }, "maxItems": 20000, "type": "array" }, "max_sitemap_children": { "default": 3, "maximum": 10, "minimum": 0, "type": "integer" }, "sitemap_url": { "format": "uri", "type": "string" }, "sitemap_xml": { "maxLength": 2000000, "minLength": 80, "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" } }, "type": "object" } }, { "name": "agentseo_serp_volatility", "title": "AgentSEO SERP Volatility Monitor", "description": "Compare supplied SERP snapshots to detect rank churn, top-domain churn, feature changes, and target visibility movement.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "device": { "default": "desktop", "enum": [ "desktop", "mobile" ], "type": "string" }, "keyword": { "minLength": 1, "type": "string" }, "location": { "default": "United States", "type": "string" }, "sensitivity": { "default": "medium", "enum": [ "low", "medium", "high" ], "type": "string" }, "snapshots": { "items": { "properties": { "checked_at": { "minLength": 1, "type": "string" }, "results": { "items": { "properties": { "domain": { "maxLength": 180, "type": "string" }, "position": { "maximum": 100, "minimum": 1, "type": "integer" }, "result_type": { "default": "organic", "enum": [ "organic", "paid", "local_pack", "featured_snippet", "ai_overview", "people_also_ask", "video", "image", "news", "other" ], "type": "string" }, "title": { "maxLength": 240, "type": "string" }, "url": { "format": "uri", "type": "string" } }, "required": [ "position", "url" ], "type": "object" }, "maxItems": 100, "minItems": 1, "type": "array" }, "serp_features": { "default": [], "items": { "maxLength": 80, "minLength": 1, "type": "string" }, "maxItems": 30, "type": "array" } }, "required": [ "checked_at", "results" ], "type": "object" }, "maxItems": 30, "minItems": 2, "type": "array" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" }, "target_domains": { "default": [], "items": { "maxLength": 180, "minLength": 1, "type": "string" }, "maxItems": 10, "type": "array" } }, "required": [ "keyword", "snapshots" ], "type": "object" } }, { "name": "agentseo_page_cro_qa", "title": "AgentSEO Page CRO QA", "description": "Audit SEO landing pages for value proposition clarity, CTA strength, trust proof, objection handling, and conversion friction.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "audience": { "maxLength": 180, "type": "string" }, "conversion_goal": { "default": "signup", "enum": [ "signup", "trial", "demo", "purchase", "contact_sales", "subscribe", "download", "learn_more" ], "type": "string" }, "html": { "maxLength": 250000, "minLength": 80, "type": "string" }, "keyword": { "type": "string" }, "markdown": { "maxLength": 50000, "minLength": 80, "type": "string" }, "page_type": { "default": "auto", "enum": [ "auto", "homepage", "landing_page", "pricing", "feature", "blog_post", "product", "comparison_page", "docs" ], "type": "string" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" }, "traffic_source": { "default": "organic", "enum": [ "organic", "paid", "email", "social", "direct", "referral", "unknown" ], "type": "string" }, "url": { "format": "uri", "type": "string" } }, "type": "object" } }, { "name": "agentseo_ai_visibility_prompt_set", "title": "AgentSEO AI Visibility Prompt Set", "description": "Build stable AI visibility prompt sets mapped to owned assets, platforms, competitors, citations, and weekly action routing.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "audience": { "maxLength": 180, "type": "string" }, "cadence": { "default": "weekly", "enum": [ "weekly", "biweekly", "monthly" ], "type": "string" }, "category": { "maxLength": 160, "minLength": 1, "type": "string" }, "competitors": { "default": [], "items": { "maxLength": 160, "minLength": 1, "type": "string" }, "maxItems": 20, "type": "array" }, "include_citation_checks": { "default": true, "type": "boolean" }, "include_competitor_checks": { "default": true, "type": "boolean" }, "locale": { "default": "United States", "maxLength": 80, "minLength": 2, "type": "string" }, "owned_assets": { "default": [], "items": { "properties": { "page_type": { "default": "other", "enum": [ "homepage", "docs", "blog_post", "comparison", "pricing", "product", "case_study", "tool", "other" ], "type": "string" }, "title": { "maxLength": 180, "minLength": 1, "type": "string" }, "topics": { "default": [], "items": { "maxLength": 120, "minLength": 1, "type": "string" }, "maxItems": 20, "type": "array" }, "url": { "format": "uri", "type": "string" } }, "required": [ "url", "title" ], "type": "object" }, "maxItems": 100, "type": "array" }, "personas": { "default": [], "items": { "maxLength": 120, "minLength": 1, "type": "string" }, "maxItems": 20, "type": "array" }, "platforms": { "default": [ "chatgpt", "perplexity", "google_ai" ], "items": { "enum": [ "chatgpt", "perplexity", "google_ai", "gemini", "copilot", "claude" ], "type": "string" }, "maxItems": 6, "minItems": 1, "type": "array" }, "product_terms": { "default": [], "items": { "maxLength": 120, "minLength": 1, "type": "string" }, "maxItems": 40, "type": "array" }, "prompt_count": { "default": 20, "maximum": 50, "minimum": 6, "type": "integer" }, "sync": { "default": true, "type": "boolean" }, "target": { "minLength": 1, "type": "string" }, "topics": { "items": { "maxLength": 120, "minLength": 1, "type": "string" }, "maxItems": 40, "minItems": 1, "type": "array" } }, "required": [ "target", "category", "topics" ], "type": "object" } }, { "name": "agentseo_content_programmatic_template", "title": "AgentSEO Programmatic SEO Template", "description": "Plan safe programmatic SEO templates with uniqueness rules, indexation gates, internal links, schema guidance, and launch QA.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "audience": { "maxLength": 180, "type": "string" }, "competitors": { "default": [], "items": { "maxLength": 160, "minLength": 1, "type": "string" }, "maxItems": 20, "type": "array" }, "conversion_cta": { "maxLength": 120, "type": "string" }, "data_sources": { "items": { "properties": { "fields": { "default": [], "items": { "maxLength": 80, "minLength": 1, "type": "string" }, "maxItems": 80, "type": "array" }, "freshness": { "default": "unknown", "enum": [ "real_time", "daily", "weekly", "monthly", "quarterly", "static", "unknown" ], "type": "string" }, "name": { "maxLength": 120, "minLength": 1, "type": "string" }, "type": { "default": "unknown", "enum": [ "first_party", "product", "user_generated", "licensed", "public", "manual", "unknown" ], "type": "string" } }, "required": [ "name" ], "type": "object" }, "maxItems": 20, "minItems": 1, "type": "array" }, "include_internal_linking": { "default": true, "type": "boolean" }, "include_schema": { "default": true, "type": "boolean" }, "keyword_pattern": { "maxLength": 180, "minLength": 1, "type": "string" }, "page_count_estimate": { "default": 100, "maximum": 1000000, "minimum": 1, "type": "integer" }, "page_goal": { "default": "lead_generation", "enum": [ "traffic", "lead_generation", "trial_signup", "demo_request", "purchase", "authority", "support" ], "type": "string" }, "playbook": { "default": "custom", "enum": [ "templates", "curation", "conversions", "comparisons", "examples", "locations", "personas", "integrations", "glossary", "translations", "directory", "profiles", "custom" ], "type": "string" }, "publishing_cadence": { "default": "pilot", "enum": [ "pilot", "weekly_batch", "monthly_batch", "bulk_import" ], "type": "string" }, "sample_records": { "default": [], "items": { "additionalProperties": { "anyOf": [ { "type": "string" }, { "type": "number" }, { "type": "boolean" }, { "type": "null" } ] }, "propertyNames": { "type": "string" }, "type": "object" }, "maxItems": 10, "type": "array" }, "sync": { "default": true, "type": "boolean" }, "target": { "type": "string" }, "unique_fields": { "default": [], "items": { "maxLength": 80, "minLength": 1, "type": "string" }, "maxItems": 80, "type": "array" }, "url_pattern": { "maxLength": 180, "minLength": 1, "type": "string" }, "variables": { "items": { "maxLength": 80, "minLength": 1, "type": "string" }, "maxItems": 30, "minItems": 1, "type": "array" } }, "required": [ "keyword_pattern", "url_pattern", "data_sources", "variables" ], "type": "object" } }, { "name": "agentseo_content_cannibalization", "title": "AgentSEO Content Cannibalization", "description": "Detect overlapping SEO pages and recommend safe consolidation, differentiation, canonical, and internal-link fixes.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "focus_keywords": { "default": [], "items": { 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