Awesome MCP Servers

Search for fish species using the FishBase database. Supports natural language queries in both Japanese and English.

Search for flights using the SerpAPI Google Flights engine.

Provides real-time flight tracking and status information using the AviationStack API.

Search and discover audio content from Freesound.org for video editing and content creation.

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

A Google search server using Playwright for parallel keyword searches.

Provides geolocation and nearby POI (Point of Interest) information using the Gaode Map API.

Query Gaokao (Chinese college entrance exam) rankings within provinces based on score, year, and category.

Provides AI-powered web search and summarization using the Gemini API's grounding feature.

An automated research agent using Google Gemini models and Google Search to perform deep, multi-step web research.

Fetches user data and event information from the Connpass platform using the Connpass and Gemini APIs.

Integrate search grounded Gemini output into your workflow.

Generates responses using the Gemini API and Google Search for up-to-date information.

Performs web searches using the Gemini Web Search Tool via the local gemini-cli.

An MCP server providing search capabilities for Reddit, YouTube, and Twitter.

Search and analyze classical Japanese literature using the Genji API, with advanced normalization features.

Provides geocoding services by integrating with the Nominatim API.

Convert city names and locations into latitude and longitude coordinates using the free OpenStreetMap Nominatim API. No API key is required.

Access GeoRanker's SEO and keyword research tools for advanced search engine optimization analysis.

Search and chat across your company's apps using the Glean API.

A server providing Google AI-powered search and documentation tools for developers.

Search for Google images, view results, and download them directly within your IDE.

An MCP server for interacting with the Google Maps API, designed for Google Cloud Run.

Integrates Google Maps for route planning, traffic analysis, and cost estimation.

Google News search capabilities with automatic topic categorization and multi-language support via SerpAPI integration.

A Model Context Protocol (MCP) server providing access to Google Programmable Search Engine (PSE) and Custom Search Engine (CSE).

Perform advanced web research using Google Search, with intelligent content extraction and multi-source synthesis.

Search and access academic papers on Google Scholar.

Web search and webpage content extraction using the Google Custom Search API.

Perform Google searches and view web content with advanced bot detection avoidance.