Search MCP Servers for Windsurf (legacy)

Google search, news, maps, scholar and public webpages for AI agents, with Markdown results.

Vector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.

Stateless NMI + cosine fusion with entropy-driven alpha calibration

Search rights-cleared news and video from entitled publisher catalogs.

Free web search for AI agents. No API key required. Hosted MCP in active development.

Search, read & publish paid essays. Pay-per-read in USDC on Base (x402); wallet-only, no account.

TwelveLabs MCP: video indexing, search, analysis, and embeddings for AI applications.

Cross-source search across 18 real-time data sources, source-cited and corroboration-checked.

Live web search, image search, topic filters and full-text fetch over our own crawled index.

Live web search and clean-markdown page fetch over the Keenable web index.

Live web search and research synthesis for agents, with free samples and x402 USDC payments.

Google results: organic, paid, local, images, news, maps, jobs and the AI overview.

Web search and page extraction across several independent search providers.

Real-time web search and page fetch for AI agents from Andi's own index. LLM-ready markdown output.

Selects between supported SEARCH providers for ECONOMY or CRITICAL mode.

Search speech in podcasts, government meetings, and your own audio: speakers, entities, timestamps.

Read-only hosted MCP over CanonicAI's cited Answers corpus on canonicai.com.

Search the AI Tool Directory catalog: tool details, status checks, and alternatives.

Web search API: find every relevant event across the open web, not just the top results.

Remote ChromaDB vector database MCP server with streamable HTTP transport

One semantic search across your sites, Drive, Notion, email, files and Basecamp.