
Exa Web Search
exa-labs/exa-mcp-server
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Search Tools · Travel & Transportation

arjunprabhulal/mcp-flight-search
A flight search service built with Model Context Protocol (MCP). This service demonstrates how to implement MCP tools for flight search capabilities.
pip install mcp-flight-searchSERP_API_KEYThe Model Context Protocol (MCP) is a standard developed by Anthropic that enables AI models to use tools by defining a structured format for tool descriptions, calls, and responses. This project implements MCP tools that can be used by Claude and other MCP-compatible models.
MCP-compliant tools for flight search functionality
Integration with SerpAPI Google Flights
Support for one-way and round-trip flights
Rich logging with structured output
Modular, maintainable code structure
search_flights_tool
Search for flights between airports with parameters:
server_status
Check if the MCP server is running
Details on this page are taken from the project's README. Open README

exa-labs/exa-mcp-server
Connect AI agents to Exa for web search, content fetching, and multi-step research.

ppl-ai/modelcontextprotocol
The official MCP server implementation for the Perplexity API Platform, providing AI assistants with real-time web search, reasoning, and research capabilities through the Agent API and the Search API.

infinilabs/coco-app
Tagline: "Coco AI - search, connect, collaborate – all in one place.".

mzxrai/mcp-webresearch
A Model Context Protocol (MCP) server for web research.

web-agent-master/google-search
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches and extract results. It can be used directly as a command-line tool or as a Model Context Protocol (MCP) server to provide real-time search capabilities to AI assistants like Claude.

mamertofabian/mcp-everything-search
An MCP server that provides fast file searching capabilities across Windows, macOS, and Linux. On Windows, it uses the Everything SDK. On macOS, it uses the built-in mdfind command.