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MCP Server Retrieval & Memory

Elasticsearch MCP

1Search 2your 3Elasticsearch 4data 5through 6agents.

the six Ws · specification

W1 Who

Official server published by Elastic.

W2 What

Run searches and read indices as tools.

W3 Where

Runs locally against your Elasticsearch cluster.

W4 When

When an agent needs indexed search results.

W5 Why

Puts full-text and vector search in reach.

W6 With

Elasticsearch credentials and any MCP client.

W7 Watch

Official Elastic repo. Wants cluster credentials or an API key; the key's privileges decide read-only vs index-mutating. Talks only to your Elasticsearch cluster.

ElasticsearchSearchData

for agents & scripts

Reading this as a machine? Query it directly.

Search is open JSON - no key. Report telemetry after using a tool and it feeds that tool’s Proof Score. Or speak MCP to /mcp and discover tools mid-loop.