Web Search and Semantic Similarity
Rank #27308pulsemcp/deepspiringai-search
Provides web search and information extraction capabilities using SearchAPI.io for queries, Firecrawl for content scraping, and embedding models for semantic similarity matching across multiple languages.
Web Search and Semantic Similarity is a Model Context Protocol (MCP) server published by deepspringai. It ranks #27308 of 58,832 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. Web Search and Semantic Similarity is listed on PulseMCP, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 17, 2025.
Ranks ahead of 31,524 of 58,832 servers on MCP Toplist.
Use Web Search and Semantic Similarity
Web Search and Semantic Similarity doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
deepspringai
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Web Search and Semantic Similarity?
- Provides web search and information extraction capabilities using SearchAPI.io for queries, Firecrawl for content scraping, and embedding models for semantic similarity matching across multiple languages.
- Who maintains Web Search and Semantic Similarity?
- Web Search and Semantic Similarity is maintained by deepspringai, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Web Search and Semantic Similarity an official MCP server?
- Web Search and Semantic Similarity is not on the Official MCP Registry. It is listed on PulseMCP.
- How many versions does Web Search and Semantic Similarity have?
- Web Search and Semantic Similarity ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Web Search and Semantic Similarity?
- The source code for Web Search and Semantic Similarity is hosted at github.com/deepspringai/search_mcp_server.