Elasticsearch MCP servers and agent skills

41 MCP servers and 39 agent skills connect AI assistants to Elasticsearch. Includes Elastic's official listings.

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41 MCP servers39 skills12 officialElastic

Last checked Nov 12, 2026

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Sorted: official first, then quality and activity.Show all, including less active listings

Elasticsearch MCP Server
Elastic · Elasticsearch
Official
MCP serverLocal or remoteApache-2.0licenceUpdated Nov 6, 2026729GitHub stars
elasticsearch-anomaly-detection-explainer
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-anomaly-detection
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-cluster-health
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-esql
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-index-design
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-ingest
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-onboarding
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-query-optimization
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-reindex
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
elasticsearch-search-relevance
Elastic · Elasticsearch
Official
SkillApache-2.0licenceUpdated Nov 10, 2026605GitHub stars
Elastic Agent Builder MCP server
Elastic · Elasticsearch
Official
MCP serverRemote
elasticsearch-best-practices
Mindrally · Elasticsearch
SkillApache-2.0licenceUpdated Oct 8, 2026301GitHub stars
amazon-opensearch-service
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 20263,464GitHub stars
analytics-opensearch-expertise
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-csp-investigation
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-k8s-investigation
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-llm-obs
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-onboarding
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-service-reliability
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elastic-sre-triage
Amazon Web Services
SkillApache-2.0licenceUpdated Nov 11, 2026138GitHub stars
elasticsearch-patterns
vibeeval · Elasticsearch
SkillMITlicenceUpdated Nov 9, 2026538GitHub stars
Elasticsearch/OpenSearch MCP Server
cr7258 · Elasticsearch
MCP serverLocal or remoteApache-2.0licenceUpdated Nov 5, 2026316GitHub stars
alibabacloud-elasticsearch-instance-diagnose
Alibaba Cloud · Elasticsearch
SkillUpdated Nov 11, 2026291GitHub stars
elasticsearch-mcp
awesimon · Elasticsearch
MCP serverRuns locallyMITlicenceUpdated Aug 4, 202524GitHub stars
elasticsearch
Elasticsearch
SkillApache-2.0licenceUpdated Nov 2, 2026142GitHub stars
elasticsearch-expert
Elasticsearch
SkillApache-2.0licenceUpdated Oct 26, 202644GitHub stars
alibabacloud-elasticsearch-instance-manage
Elasticsearch
SkillUpdated Nov 11, 2026291GitHub stars
alibabacloud-elasticsearch-log-config-generator
Elasticsearch
SkillUpdated Nov 11, 2026291GitHub stars
alibabacloud-elasticsearch-network-manage
Elasticsearch
SkillUpdated Nov 11, 2026291GitHub stars
elasticsearch
Elasticsearch
SkillMITlicenceUpdated Oct 1, 202615GitHub stars
crestapps-core-elasticsearch
Elasticsearch
SkillMITlicenceUpdated Nov 10, 202613GitHub stars
orchardcore-ai-documents-elasticsearch
Elasticsearch
SkillMITlicenceUpdated Nov 10, 202613GitHub stars
orchardcore-ai-memory-elasticsearch
Elasticsearch
SkillMITlicenceUpdated Nov 10, 202613GitHub stars
Elasticsearch
Elasticsearch
MCP serverRuns locallyApache-2.0licenceUpdated Oct 11, 20268GitHub stars
opensearch-skills
Elasticsearch
SkillApache-2.0licenceUpdated Oct 31, 202662GitHub stars
opensearch-launchpad
Elasticsearch
SkillApache-2.0licenceUpdated Oct 31, 202662GitHub stars
api-search-elasticsearch
Elasticsearch
SkillMITlicenceUpdated Oct 27, 202626GitHub stars
elasticsearch-cli
Elasticsearch
SkillApache-2.0licenceUpdated Sep 22, 202610GitHub stars
elasticsearch-docs
Elasticsearch
SkillMITlicenceUpdated Oct 31, 20267GitHub stars
opensearch-docs
Elasticsearch
SkillMITlicenceUpdated Oct 31, 20267GitHub stars
elasticsearch-expert
Elasticsearch
SkillUpdated Jul 10, 20265GitHub stars
opensearch-mcp
Elasticsearch
MCP serverMITlicenceUpdated Nov 6, 20265GitHub stars
elasticsearch
Elasticsearch
SkillApache-2.0licenceUpdated Mar 3, 202659GitHub stars
elasticsearch
Elasticsearch
SkillUpdated Jul 17, 202615GitHub stars
elasticsearch-mcp
Elasticsearch
MCP serverApache-2.0licenceUpdated Feb 9, 20260GitHub stars
mcp-opensearch
Elasticsearch
MCP serverMITlicenceUpdated Aug 11, 20260GitHub stars
alibabacloud-opensearch-mcp-server
Elasticsearch
MCP serverApache-2.0licenceUpdated May 16, 202511GitHub stars
mcp-server-elasticsearch
Elasticsearch
MCP serverApache-2.0licenceUpdated Mar 9, 20261GitHub stars
elasticsearch-memory-mcp
Elasticsearch
MCP serverMITlicenceUpdated Oct 5, 20258GitHub stars
mseep-elasticsearch-memory-mcp
Elasticsearch
MCP serverMITlicenceUpdated Oct 5, 20258GitHub stars
Custom-Elasticsearch-MCP-Server
Elasticsearch
MCP serverUpdated Jan 15, 20260GitHub stars
elasticsearch-mcp
Elasticsearch
MCP serverMITlicenceUpdated Aug 4, 20251GitHub stars
mcp-elasticsearch
Elasticsearch
MCP serverMITlicenceUpdated Jul 31, 202510GitHub stars
elasticsearch-mcp-server
Elasticsearch
MCP serverApache-2.0licenceUpdated Jun 3, 20256GitHub stars
opensearch-mcp-server
Elasticsearch
MCP serverUpdated May 27, 20255GitHub stars
mcp-server-elasticsearch-ai
Elasticsearch
MCP serverApache-2.0licenceUpdated Jul 18, 20254GitHub stars
elasticsearch-mcp
Elasticsearch
MCP serverMITlicenceUpdated Jun 29, 20253GitHub stars
opensearch-mcp-integration
Elasticsearch
MCP serverUpdated Jun 5, 20252GitHub stars
mcp-elasticsearch
Elasticsearch
MCP serverUpdated May 30, 20251GitHub stars
gg-mcp-os
Elasticsearch
MCP serverApache-2.0licence
opensearch-kb-mcp-server
Elasticsearch
MCP serverMITlicence
opensearch-knowledge-base-mcp-server
Elasticsearch
MCP serverMITlicence
sekora-opensearch-mcp-server
Elasticsearch
MCP serverApache-2.0licence
elasticsearch-mcp-server
Elasticsearch
MCP serverMITlicenceUpdated Jun 11, 20250GitHub stars
elasticsearch-mongodb-redis-stack-generator-elasticsearch-elasticsearch
MongoDB
MCP serverRemote
elasticsearch-redis-mysql-stack-generator
MySQL
MCP serverRemote
elasticsearch-redis-stack-generator
Redis
MCP serverRemote
elasticsearch-redis-stack-generator-elasticsearch-elasticsearch
Redis
MCP serverRemote
rabbitmq-elasticsearch-mongodb-stack-generator
MongoDB
MCP serverRemote
rabbitmq-elasticsearch-mysql-stack-generator
MySQL
MCP serverRemote
rabbitmq-elasticsearch-postgres-stack-generator-elasticsearch-elasticsearch
PostgreSQL
MCP serverRemote
rabbitmq-elasticsearch-postgres-stack-generator-mongo
PostgreSQL
MCP serverRemote
opensearch-mcp-server
Elasticsearch
MCP serverApache-2.0licenceUpdated May 10, 202511GitHub stars
mcp-server-opensearch
Elasticsearch
MCP serverApache-2.0licenceUpdated Feb 18, 20254GitHub stars
mcp-server-elasticsearch
Elasticsearch
MCP serverUpdated Dec 2, 20242GitHub stars
mcp_server_opensearch
Elasticsearch
MCP serverUpdated Dec 1, 20241GitHub stars
mcp-elasticsearch
Elasticsearch
MCP serverRuns locally
mcp-server-elasticsearch
Elasticsearch
MCP serverApache-2.0licenceUpdated Apr 7, 20250GitHub stars
opensearch-mcp-server
Elasticsearch
MCP serverApache-2.0licenceUpdated Apr 28, 20250GitHub stars

How AI connects to Elasticsearch

Elasticsearch is controlled through REST APIs that return JSON for applications (the cat APIs return plain text for people), and API keys give access without basic auth. Elastic documents its own Agent Builder MCP server, served from Kibana at /api/agent_builder/mcp; it is generally available on Serverless and from Elastic Stack 9.3, with a preview in 9.2. It accepts API keys on both, and OAuth 2.1 on Serverless only.

From the vendor's documentation: Elasticsearch REST APIs, Elastic Agent Builder MCP server

Guides:MCP servers vs agent skills Connecting MCP servers to AI clients

Questions

Is there an official Elasticsearch MCP server?: Yes. 12 listings for Elasticsearch are published by the tool's vendor, marked Official in the table above with a link to the evidence.
Can Claude use Elasticsearch?: Yes, through an MCP server. 41 MCP servers connect Claude and other AI assistants to Elasticsearch; each listing shows how it connects and how to install it.
Are there agent skills for Elasticsearch?: Yes: 39 skills are listed. Skills are folders of instructions (and sometimes scripts) that an agent loads when a task needs them.
Which AI clients do Elasticsearch servers and skills support?: The listings on this page most often document claude-desktop, cursor, vscode. Each listing shows the clients its own documentation names.

All listings

Related tools

How AI connects to Elasticsearch

Questions