
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.

objones25/mcp-research-tool
A powerful, AI-driven research orchestration service that gathers, analyzes, and synthesizes information from multiple sources to provide comprehensive answers to complex queries. Built on Cloudflare Workers, this service leverages multiple specialized tools and AI capabilities to deliver well-structured, properly cited research results.
BRAVE_API_KEYTAVILY_API_KEYGITHUB_TOKENFIRE_CRAWL_API_KEYNEWS_API_KEYPATENTSVIEW_API_KEYOPENAI_API_KEYGROQ_API_KEYSHARED_SECRETRESEARCH_CACHEThis service transforms natural language queries into structured research tasks, intelligently selecting and orchestrating various specialized tools to gather relevant information. It then synthesizes the collected data into a coherent, well-cited response with confidence indicators.
Intelligent Query Analysis:
Multi-tool Orchestration:
Iterative Research Process:
AI-powered Synthesis:
Quality Assurance:
Performance Optimization:
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.