
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.

kukapay/crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents, leveraging Santiment's aggregated social media and news data to track market mood and detect emerging trends.
{
"mcpServers": {
"crypto-sentiment-mcp": {
"command": "uv",
"args": [
"--directory",
"path/to/crypto-sentiment-mcp",
"run",
"main.py"
],
"env": {
"SANTIMENT_API_KEY": "<SANTIMENT_API_KEY>"
}
}
}
}SANTIMENT_API_KEYSentiment Analysis: Retrieve sentiment balance (positive vs. negative) for specific cryptocurrencies.
Social Volume Tracking: Monitor total social media mentions and detect significant shifts (spikes or drops).
Social Dominance: Measure the share of discussions an asset occupies in crypto media.
Trending Words: Identify the most popular terms trending in cryptocurrency discussions.
get_sentiment_balance
Get the average sentiment balance for an asset over a specified period.
get_social_volume
Fetch the total number of social media mentions for an asset.
alert_social_shift
Detect significant spikes or drops in social volume compared to the previous average.
get_trending_words
Retrieve the top trending words in crypto discussions, ranked by score over a period.
get_social_dominance
Measure the percentage of crypto media discussions dominated by an asset.
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.