<?xml version="1.0" encoding="UTF-8"?>
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  <resource slug="typesense" kind="ai-library"><name>Typesense</name><url>https://typesense.org</url><description>Fast typo-tolerant + vector search.</description></resource>
  <resource slug="meilisearch" kind="ai-library"><name>Meilisearch</name><url>https://meilisearch.com</url><description>Instant search engine + vector store.</description></resource>
  <resource slug="vespa" kind="ai-library"><name>Vespa</name><url>https://vespa.ai</url><description>Big-data serving + vector search.</description></resource>
  <resource slug="tavily" kind="api-service" stars="1403"><name>Tavily</name><url>https://tavily.com</url><description>Search API built for agents.</description></resource>
  <resource slug="exa" kind="api-service" stars="234"><name>Exa</name><url>https://exa.ai</url><description>Neural search API for agents.</description></resource>
  <resource slug="brave-search-api" kind="api-service"><name>Brave Search API</name><url>https://brave.com/search/api</url><description>Independent web search API.</description></resource>
  <resource slug="serpapi" kind="api-service"><name>SerpApi</name><url>https://serpapi.com</url><description>Search-engine results API.</description></resource>
  <resource slug="mcp-firecrawl" kind="mcp-server" stars="7485"><name>Firecrawl MCP</name><url>https://github.com/mendableai/firecrawl-mcp-server</url><description>Scrape/crawl/search MCP.</description></resource>
  <resource slug="mcp-perplexity" kind="mcp-server" stars="2533"><name>Perplexity MCP</name><url>https://github.com/ppl-ai/modelcontextprotocol</url><description>Sonar search MCP.</description></resource>
  <resource slug="elasticsearch-mcp" kind="mcp-server"><name>Elasticsearch MCP</name><url>https://elastic.co</url><description>Elastic's official MCP.</description></resource>
  <resource slug="sonar" kind="model-provider"><name>Perplexity Sonar</name><url>https://docs.perplexity.ai</url><description>Search-grounded answer models.</description></resource>
</resources>