"A server for finding information about GEO (Geography, Geolocation, or related topics)" matching MCP servers:

Provides AI agents with real-time trending topics from Weibo, Baidu, Zhihu, Google Trends, and HackerNews/StackExchange community intel, enabling content and marketing agents to stay aware of current conversations before creating content.

Provides geolocation services including finding nearby transit stops and retrieving WalkScore, TransitScore, and BikeScore ratings for any address or coordinates using the WalkScore API.

MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.

Enables Claude Desktop, Claude Code, and autonomous AI agents to route messages into Telegram supergroup forum threads and manage topics by creating, editing, closing, reopening, and listing them with tag-to-thread mapping.

MCP server for IP geolocation lookups using ipinfo.io, with single, own, and batch queries.

Geolocation AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

An MCP (Multi-Agent Conversation Protocol) server that enables natural language interaction with the AbstractAPI geolocation service, allowing users to retrieve geographic information about IP addresses.

An MCP (Model Context Protocol) server that gives AI agents live, structured ad intelligence across Facebook, Google, and Instagram — data that no base model can produce from training alone. Powered by Apify actors. Works with any MCP-compatible client: Cursor, Claude, etc.

Enables auditing Chinese-language websites for AI citability (GEO/AEO) across Chinese AI platforms, providing crawlability checks, source-pool probing, visibility scoring, and prioritized fix plans.

OSM-backed multimodal navigation MCP server enabling geocoding, route planning, POI discovery, and urban layout analysis. It provides a structured city graph to LLM apps without proprietary map APIs.

A research MCP server for UK geospatial and statistical data, enabling AI assistants to query Ordnance Survey and ONS datasets.

Geocoding MCP server with GeoPY!

Enables auditing webpages for GEO metrics, calculating MAVI score, and generating llms.txt templates for RAG readiness.

MCP server exposing Generative Engine Optimization tools to any AI agent, enabling checking of llms.txt, auditing robots.txt for AI crawlers, and validating JSON-LD schema.

HandaaS的MCP服务器，提供全域资讯搜索、企业新闻、行业资讯、主题跟踪和企业动态监控能力，帮助用户开展行业研究和舆情分析。

A geospatial MCP server providing weather, geocoding, timezone, and nearby places tools via free APIs, requiring no API keys.

Serves country facts, administrative boundary GeoJSON, and per-region population, area, and capital statistics as structured data, letting an AI assistant build interactive maps, comparisons, and multilingual geography content instead of reciting prose. It also normalises region names across sources so boundary shapes can be joined to their statistics.

MCP server that checks a website's AI-search (GEO) readiness: robots.txt access for 16 AI crawlers (GPTBot, OAI-SearchBot, PerplexityBot, ClaudeBot, Google-Extended, Bingbot...), JSON-LD schema, llms.txt, sitemap and basic SEO tags. Python, stdio, MIT.

Enables MCP clients like Claude to query Chinese A-share market data, including K-line charts with forward/backward adjustment, limit-up and limit-down pools, per-stock fund flows, index quotes, and stock news, with automatic symbol normalization and retry handling for throttled data sources.

Enables natural language interaction with a GeoServer instance for managing workspaces, datastores, feature types, layers, styles, and OGC services (WMS/WFS) via an LLM-powered agent.

Provides A-share (Chinese stock market) quantitative analysis through tools for stock screening, northbound capital flow tracking, dragon-tiger list analysis, margin trading, sector analysis, technical indicators, IPO info, and limit-up/down statistics using akshare data.

Enables agents to read and stage geospatial datasets via Geo Hub, with read-only and controlled staging tools.

提供A股实时行情、历史K线、财务报表、技术指标等全方位数据查询的MCP服务器，支持盘中即时更新及批量查询。

Enables AI Engine Optimization (AEO) and Generative Engine Optimization (GEO) audits, including llm.txt compliance, content stickiness analysis, and schema validation through natural language.

Enables AI assistants to list learning tracks, retrieve study plans, generate coding challenges, and issue fictional completion certificates through the Model Context Protocol.

Provides access to government development, geography and land information data through a FastMCP interface, including data on new building plans processed by the Building Authority.

MCP server that lets AI clients drive the dfxm-geo dark-field X-ray microscopy forward model, enabling config validation, reflection enumeration, and preview-scale simulations.

Enables Claude to plan search-and-rescue operations on CalTopo maps by measuring terrain, staging areas, hasty search lines, parking, helicopter landing zones, egress routes, walking-time rings, hospitals, and urban assignments, and by exporting results as GeoJSON draft assignments. It is read-only and returns facts for human decision-making.

Enables auditing websites for AI/LLM readiness and generating fixes such as robots.txt rules, llms.txt, JSON-LD schema, and meta tags, plus checking brand and domain citations through natural language.

Enables AI agents to query airport information and calculate Great Circle distances between global airports using IATA codes, following the FFP industry standard in statute miles.