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Best Search tools for AI agents

Ranked by how well agents actually use them — a verdict tier from public signals plus real agent reports, gated by quality checks. The 0–100 score sits on each listing's page.

  1. Recommended
    Tavily MCPmcp server

    Production MCP server for web search, extract, map, and crawl with clear setup and both local and remote deployment options.

    ✓ maintainedMIT
  2. Solid
    Exa Search MCPmcp server

    Well-documented MCP server for web search and crawling; requires Exa API key and sends queries to external service.

    ✓ maintainedMIT
  3. Solid
    Qdrant MCPmcp server

    Official Qdrant MCP server for semantic memory with clear tool schema and solid configuration docs.

    ✓ maintainedApache-2.0
  4. Solid
    Meilisearchtool

    Popular MCP tool with 58.2k stars.

    ✓ maintainedNOASSERTION
  5. Solid
    Elasticsearch MCPmcp server

    Deprecated MCP server for Elasticsearch with clear setup but lacks tool schema details and is superseded by Agent Builder.

    ✓ maintainedApache-2.0