Gemini AI MCP Server

The MCP server provides end-to-end workflows for SEC filings and earnings call transcripts—including ticker resolution, document retrieval, OCR, embedding, on-disk resource discovery, and semantic search—exposed via MCP and powered by the same olmOCR and embedding backends as the vLLM backends.

Perform web searches using the DuckDuckGo Search API.

Search and get recommendations from the official Expo documentation.

Model Context Protocol server for searchable, citation-safe hadith text.

A privacy-respecting metasearch engine powered by a self-hosted SearXNG instance.

Search for news articles using the Naver News API. Requires Naver News API credentials.

Query Shodan's database of internet-connected devices and vulnerabilities using the Shodan API.

A server for document management and semantic search using AI embeddings, with local JSON storage.

Conducts deep research using local Ollama LLMs, leveraging Tavily and Perplexity for comprehensive search capabilities.

Fact-checking and verification tools using the Kluster.ai Verify API.