Search MCP servers give your AI retrieval over indexes, knowledge bases, and web-scale discovery APIs. Run queries, filter facets, and ground answers in sources your organization already trusts — without copy-pasting URLs into the chat.
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Search MCP servers connect to enterprise search appliances, hosted Elasticsearch-compatible APIs, and specialty discovery products. The AI issues structured queries and receives ranked documents or snippets.
Browsing is generic web access. Search MCP tools hit your configured index with your ACLs, so results respect enterprise permissions and custom ranking.
They return whatever the backing index exposes to the credential you supply. Use per-workspace keys, row-level security aware connectors, and disable servers when testing in shared sandboxes.