
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.
Research & Data · Education & Learning

iphysresearch/gw150914-mcp-signal-search
This project provides tools for analyzing gravitational wave signals, specifically focusing on the GW150914 event. It uses MCP to create a client-server architecture where.
See repository
Setup steps are in the repository README.
:
A gravitational wave signal detection and optimization system using the Model Context Protocol (MCP) for efficient parameter space exploration.
Data Fetching: Download and preprocess GW data from GWOSC
Matched Filter Search: Perform template-based signal detection
Network Analysis: Multi-detector coherent analysis
AI-Powered Search: Uses OpenAI GPT for intelligent parameter exploration
4D Parameter Space: Optimizes mass1, mass2, right ascension, declination
Convergence Detection: Automatically stops when optimal SNR is found
Progress Tracking: Visual feedback during optimization
Visualization
Generate plots and analysis results
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.