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Utilizes Gemini API and Google Search to generate answers based on the latest information for user queries.

Enables web content extraction and Google Search through Google AI Studio's URL context functionality. Supports batch processing of multiple URLs and returns structured JSON output for web page text and image analysis.

Enables web search capabilities by integrating with the local gemini-cli tool. Provides access to Gemini's Web Search Tool functionality through the Model Context Protocol.

Enables AI-powered academic research workflow from keyword search to hypothesis generation. Integrates multiple AI models to automatically search ArXiv papers, extract key information, and generate innovative research hypotheses for researchers.

Intelligent Genomic Data Server Provides high-quality gene information queries, homologous gene analysis, and evolutionary research functions via the MCP protocol.

This MCP server enables geocoding of French addresses using the official Base Adresse Nationale (BAN) API. It allows users to retrieve standardized addresses, GPS coordinates, and map visualization links directly within Claude.

Geocode MCP SSE Server

Provides real-time access to geocoding and reverse geocoding services. No API key required.

A Model Context Protocol server that provides geocoding services by integrating with the Nominatim API, allowing AI assistants to perform location-based lookups.

An experimental MCP server providing spatial context for LLMs by interfacing with French Geoplateforme services. It enables tasks such as geocoding, altitude lookups, and querying administrative, cadastral, or urban planning data.

Provides access to GeoGebra's mathematical computation, geometry construction, and visualization capabilities. Enables mathematical calculations, CAS operations, geometric constructions, and exporting results as PNG or PDF images.

An MCP server that provides IP geolocation services using MaxMind's GeoIP2 databases, allowing users to retrieve geographical information for single or multiple IP addresses including country, city, coordinates, and ASN details.

Turn GPS coordinates into place name, category, and live opening hours via OpenStreetMap. Works in Claude, Hermes Agent, OpenClaw, and any MCP client.

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

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

A Model Context Protocol server that provides LLMs with access to Georgia Tech's OSCAR course schedule system, enabling search for courses, subjects, and detailed course information.

ollect comprehensive environmental data from 80+ US federal sources (FEMA, EPA, USGS, NOAA, NRCS, USFWS, DOE, DOT, CDC, Census) for any US location. One tool returns flood zones, soils, wetlands, rainfall, water quality, contamination, seismic risk, infrastructure, ecology, energy, and demographics.

Fetches package documentation from multiple language ecosystems (JavaScript, Python, Java, Ruby, PHP, Rust, Go, Swift, etc.) without requiring API keys, extracting READMEs, API docs, and code examples for LLM analysis.

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay in sats via Lightning Network micropayments — no API keys required.

GitHub Knowledge Graph MCP

MCP server for GitHub Knowledge Graph exploration and analysis