Argosor — Unified SEO, SERP, Clean Markdown & GEO (AI Citation Visibility) MCP Server

Execute a real-time Search Engine Results Page (SERP) query across Google, Bing, DuckDuckGo, Google News, or Google AI Overviews. Use this tool to inspect live organic rankings, People Also Ask questions, and generative AI Overview source citations for any target keyword. Returns ranked organic listings, AI Overview synthesis with cited URLs, SERP feature flags, and traffic estimates in Managed Edge or BYOK mode.

Run a read-only multi-LLM citation Share-of-Voice (SoV) and rank tracking audit across ChatGPT Search, Perplexity, Claude, Google AI Overviews, Gemini, and Grok (distinct from 'geo_content_write', which authors new Answer-First Markdown articles and '/vs/' tables). Use this tool to benchmark how often AI answer engines cite your 'domain' versus 'competitor_domains' for a 'prompt_topic' without generating or modifying content. Returns per-engine citation status, rank position, overall Share-of-Voice percentage, and competitor displacement metrics.

Perform a live single-URL on-page HTML DOM and HTTP response header crawl to diagnose technical SEO and page-level indexability issues (distinct from 'agent_crawler_traffic_attribution', which analyzes domain-wide bot log telemetry and analytics regex). Use this tool to inspect a specific page 'url' for broken heading hierarchies, missing canonical or meta tags, embedded Schema.org JSON-LD validity, and '/llms.txt' presence. Returns HTTP status, TTFB latency, title and meta tags, H1-H3 DOM structure, Schema.org validation, and a prioritized technical health score.

Expand a seed keyword or product category into semantic topic clusters with monthly search volume, CPC benchmarks, and Keyword Difficulty scores. Use this tool when planning topical authority hubs, evaluating commercial and transactional search intent, or discovering conversational prompts that trigger AI answer engines. Returns structured pillar-and-spoke keyword clusters, buyer funnel classifications, conversational LLM prompt variants, and recommended URL slugs.

Inspect a domain backlink authority profile and generative AI citation graph across referring domains and authoritative web sources. Use this tool to evaluate Domain Rating, link velocity, anchor text diversity, and which URLs on a domain are most frequently cited by LLMs. Returns Domain Rating (0-100), referring domain counts, dofollow/nofollow ratios, spam risk score, anchor text distribution, and top AI-cited pages.

Fetch any live web URL and convert its main content into clean, boilerplate-free Markdown optimized for RAG pipelines and autonomous agents. Use this tool when ingesting competitor pages, documentation, or articles without HTML noise, navigation chrome, or script tags. Returns structured Markdown preserving heading hierarchy and tables, extracted internal and external links, word and token counts, and a SHA-256 content digest.

Build a multi-domain SEO and GEO competitive gap matrix comparing a primary domain against up to 5 competitors. Use this tool to uncover high-volume, low-difficulty keyword gaps, AI Share-of-Voice disparities, and high-converting comparison pages to publish next. Returns domain-by-domain authority metrics, missing keyword opportunities, citation gap scores, and ready-to-publish "/vs/*" page blueprints.

Generate a validated, deterministic Schema.org JSON-LD @graph payload for SoftwareApplication, Organization, FAQPage, Article, Product, or WebSite entities. Use this tool to create copy-pasteable structured data that maximizes Google Rich Results eligibility and improves entity disambiguation inside LLM knowledge graphs. Returns a validated JSON-LD object, an HTML script tag snippet ready for <head> injection, and entity graph completeness metrics.

Provision a new Argosor workspace, developer account, and scoped API key in a single zero-browser call. Use this tool when an autonomous agent or developer wants to register a persistent workspace and receive $2.50 in free sandbox credits. Returns the newly minted Bearer API key, workspace metadata, magic console claim URL, and ready-to-paste MCP client configuration.

Inspect the active Argosor workspace subscription tier, remaining monthly query quota, USD credit ledger balance, and configured BYOK credentials. Use this tool before running large batch audits to verify available quota, active API keys, or encrypted provider connections. Returns workspace plan details, real-time usage counters, masked API key metadata, and BYOK vault status.

Create a real-time Stripe Checkout session to upgrade an Argosor workspace subscription to Starter ($19/month), Builder ($39/month), or Scale ($79/month). Use this tool when a user or autonomous agent requests a plan upgrade, higher monthly query quotas, or a live payment link. Returns the live Stripe Checkout session URL, session identifier, selected plan specifications, and included monthly quota details.

Query real-time web, REST API, and MCP JSON-RPC traffic attribution telemetry across acquisition channels, AI agent harnesses, MCP tools, and countries. Use this tool with Allometrik administrator credentials to inspect live funnel conversions, tool invocation volume, and agent harness breakdown. Returns aggregated traffic counters, channel attribution tables, per-tool call distribution, and recent telemetry events.

Generate citation-ready Answer-First GEO articles, HTML '/vs/' competitor comparison tables, FAQPage JSON-LD blocks, and '/llms.txt' markdown artifacts tailored to capture LLM citations (pure read-only content generation with zero external side effects, distinct from 'geo_llm_visibility_audit' which tracks live citation Share-of-Voice). Pass 'target_query' to define the buyer prompt, 'competitor_domains' to populate the HTML comparison matrix against your 'domain', and 'content_format' to select a full optimization pack or a specific artifact. Returns '{ answerFirstMarkdown, vsComparisonTableHtml, faqJsonLd, llmsTxtArtifact, reputationDimensions }' ready to stage or publish.

Analyze domain-level server log bot-hit telemetry, edge WAF bot-spoofing behavior, and AI referral attribution across Model Training Crawlers, AI Search Indexers, and User-Triggered Agent Browsers (distinct from 'technical_seo_crawl', which inspects single-page HTML DOM and HTTP headers). Use this tool to detect Cloudflare or AWS WAF rules blocking legitimate AI search bots on 'domain' and to generate referral attribution regex filters for your 'analytics_platform'. Returns 3-tier bot telemetry classifications, edge WAF spoofing diagnostics, and ready-to-paste GA4, Plausible, PostHog, and Nginx regex rules.

Synchronize Google Search Console rank decay alerts (`action: 'sync_gsc_decay'`, read-only), stage Answer-First CMS rewrites (`action: 'stage_cms_rewrite'`, requires `target_url` and `target_keyword`, non-destructive draft), publish approved changes live (`action: 'publish_staged_change'`, requires `change_id` and `cms_platform`, mutates live CMS unless `night_routine=true` holds it in review), or revert a deployment (`action: 'rollback_change'`, requires `change_id`). Requires a valid Argosor Bearer API key and a connected BYOK CMS or GSC credential in the workspace vault. Returns `{ alerts, stagedDiff, changeId, actionBoard, rollbackReady }` sorted by expected click gain.