GhoshSrinjoy/Web_search_mcp
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The WebSearch MCP is a comprehensive Model Context Protocol implementation that enhances AI models with web search, content extraction, vector storage, and retrieval augmented generation capabilities.
Tools
Functions exposed to the LLM to take actions
web_search
Search the internet using SearXNG.
extract_content
Extract clean content from any URL.
rag_search
Semantic search through stored knowledge.
store_content
Store content in vector database.
knowledge_stats
View knowledge base statistics.
research_query
Multi-source research with automatic storage.
smart_answer
Enhanced answers using both stored and web data.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client