Google tells you what exists. Faceabot tells you what holds up.
Free GeoNames MCP: countries, cities, POIs, distance & nearby. Remote HTTP + agent token signup.
MCP endpoint :https://mcp.glc-rag.hu/mcp · website · measurements and detailsWikidata <-> OpenStreetMap reconciliation.
MCP endpoint :https://gateway.pipeworx.io/geo-reconcile/mcp · website · measurements and detailsGeo MCP — geographic utilities from free public APIs
MCP endpoint :https://gateway.pipeworx.io/geo/mcp · website · measurements and detailsgeo: URI coordinate shape, value discarded
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/geo-uri/mcp · website · measurements and detailsCost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key.
MCP endpoint :https://geo-parity.com/api/mcp · website · measurements and detailsLatitude and longitude for a place via Open-Meteo. Query discarded.
MCP endpoint :https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/geo-hint/mcp · website · measurements and detailsEscáner GEO: analiza si una web es legible y citable por ChatGPT, Perplexity, Gemini y Claude.
MCP endpoint :https://www.autoridaddigital.com/api/mcp · website · measurements and detailsChecks whether a website is readable and citable by AI systems (ChatGPT, Claude, Perplexity, etc.)
MCP endpoint :https://www.agundur.de/mcp.php · website · measurements and detailsTrack brand visibility in ChatGPT, Gemini and Google AI answers: competitors, cited sources, checks.
MCP endpoint :https://geo-mcp.vibeseo.dev/mcp · website · measurements and detailsAI visibility across 8 LLM platforms. 30 tools, most need no API key. EU-hosted, free.
MCP endpoint :https://geo.studiomeyer.io/mcp · measurements and detailsBrand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.
MCP endpoint :https://top-gun-mcp-server.vercel.app/api/mcp · website · measurements and details中文站能否被豆包/DeepSeek/文心/Kimi 抓取、读懂、引用：可引用性审计、信源池占位探测、五大指标测量、修复计划、观测时序追踪
MCP endpoint :https://savantcat.cn/mcp-geo · website · measurements and detailsAutopilot MCP server for GEO analyses, reports, content, audits, memories and agents.
MCP endpoint :https://naia.today/api/v1/mcp · website · measurements and detailsGEO scores and content-rewrite suggestions for any web page, as MCP tools.
MCP endpoint :https://bittlebits.ai/mcp · website · measurements and detailsSEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.
MCP endpoint :https://mcp.growthr.com/mcp · website · measurements and detailsGEO visibility tests, score trends, sitemap discovery, and domain monitoring for AI agents.
MCP endpoint :https://mcp.geo.igods.com/mcp · website · measurements and detailsUS weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.
MCP endpoint :https://weather.datakoot.com/mcp · website · measurements and detailsUS weather & geo for AI agents: forecasts, alerts, earthquakes, elevation, geocoding. No keys.
MCP endpoint :https://weather.selflabbs.com/mcp · website · measurements and detailsLints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.
MCP endpoint :https://runsynapse.dev/api/mcp · website · measurements and detailsFree GEO score of a web page or text: how easily AI assistants can quote it, with fixes. No key.
MCP endpoint :https://mcp.citead.com/public/mcp/ · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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