AgentIndex icon
AgentIndex
mcp-server-elasticsearch logo
mcp-server-elasticsearch
★ 725
vs
mcp-victoriametrics logo
mcp-victoriametrics
★ 239

mcp-server-elasticsearch vs mcp-victoriametrics

mcp-server-elasticsearch: The Elasticsearch MCP Server enables AI agents to query, analyze, and retrieve data from Elasticsearch indices using natural language. It supports both stdio and streamable-HTTP protocols, and can be deployed as a Docker container from AWS Marketplace. Note: This server is deprecated and superseded by the Elastic Agent Builder MCP endpoint.; mcp-victoriametrics: This MCP server provides access to your VictoriaMetrics instance and seamless integration with VictoriaMetrics APIs and documentation. It offers a comprehensive interface for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances.

01

TL;DR

mcp-server-elasticsearch logo
mcp-server-elasticsearchRAG / Knowledge Base · ★ 725

Enable AI agents to query Elasticsearch indices using natural language

Read mcp-server-elasticsearch full review →
mcp-victoriametrics logo
mcp-victoriametricsRAG / Knowledge Base · ★ 239

Monitoring and observability: query metrics, analyze alert rules, and visualize data

Read mcp-victoriametrics full review →
02

Side-by-Side Comparison

Field
mcp-server-elasticsearch logomcp-server-elasticsearch
mcp-victoriametrics logomcp-victoriametrics
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 725
★ 239
License
Apache-2.0
Apache-2.0
Install Command
docker run -i --rm -e ES_URL -e ES_API_KEY docker.elastic.co/mcp/elasticsearch stdio
go install github.com/VictoriaMetrics/mcp-victoriametrics/cmd/mcp-victoriametrics@latest
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
elasticsearch, mcp, mcp-server
ai, mcp, mcp-server
03

Features

mcp-server-elasticsearch logomcp-server-elasticsearch
01Natural language querying of Elasticsearch indices
02Supports stdio and streamable-HTTP protocols
03Docker container deployment from AWS Marketplace
04Provides tools: list_indices, get_mappings, search, esql, get_shards
05Secure credential handling via environment variables
mcp-victoriametrics logomcp-victoriametrics
01Query metrics and explore data, including drawing graphs if the client supports it
02List and export available metrics, labels, label values, and entire series
03Analyze and test alerting and recording rules
04Show parameters of your VictoriaMetrics instance
05Explore cardinality and metrics usage statistics
04

Use Cases

mcp-server-elasticsearch logomcp-server-elasticsearch
↳Enable AI agents to query Elasticsearch indices using natural language
↳Perform advanced data analysis using ES|QL through agent conversations
↳Connect MCP-compatible clients (e.g., Claude Desktop) to Elasticsearch data
mcp-victoriametrics logomcp-victoriametrics
↳Monitoring and observability: query metrics, analyze alert rules, and visualize data
↳Debugging and optimization: debug relabel rules, downsampling strategies, and retention configurations
↳Automation and integration: integrate with AI assistants via MCP protocol for automated operations
FAQ

FAQ

What is the difference between mcp-server-elasticsearch and mcp-victoriametrics?
Both mcp-server-elasticsearch and mcp-victoriametrics are in the RAG / Knowledge Base category. mcp-server-elasticsearch has 725 stars, while mcp-victoriametrics has 239 stars.
Which is better, mcp-server-elasticsearch or mcp-victoriametrics?
The best choice depends on your use case. Choose mcp-server-elasticsearch if Enable AI agents to query Elasticsearch indices using natural language, and mcp-victoriametrics if Monitoring and observability: query metrics, analyze alert rules, and visualize data.
Is mcp-server-elasticsearch free or open source?
Yes, mcp-server-elasticsearch is open source on GitHub (Apache-2.0).
Is mcp-victoriametrics free or open source?
Yes, mcp-victoriametrics is open source on GitHub (Apache-2.0).
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