
Firecrawl MCP Server
mendableai/firecrawl-mcp-server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

iferdelja/alphavantage_mcp
Alpha Vantage MCP is a Model Context Protocol server providing access to stock and financial data, integrating all Alpha Vantage API endpoint functions and reducing context window usage through optimized endpoint organization.
See repository
Setup steps are in the repository README.
A Model Context Protocol (MCP) server for accessing Alpha Vantage stock and financial data.
Complete support for all Alpha Vantage API endpoints including stocks, economic indicators, technical indicators, forex, cryptocurrencies, and commodities
For reduced context window usage, certain endpoints are organized under same tool (technical indicators, forex, commodities, and cryptocurrencies)
Details on this page are taken from the project's README. Open README

mendableai/firecrawl-mcp-server
A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

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

blazickjp/arxiv-mcp-server
A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

lakehq/sail
Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.
janwilmake/openapi-mcp-server
A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

haris-musa/excel-mcp-server
A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.