Elasticsearch MCP Server vs Honeycomb MCP Server

A side-by-side comparison of two Monitoring & Observability servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Elasticsearch MCP Server Official Elastic server: list indices, read mappings, and search with Query DSL. Verified stdio (local) API key TypeScript	Honeycomb MCP Server Honeycomb observability via AI: query datasets, alerts and boards (community + official). Verified stdio (local) API key TypeScript
Category	Monitoring & Observability	Monitoring & Observability
Language	TypeScript	TypeScript
Transport	stdio (local)	stdio (local)
Auth	API key	API key
GitHub stars	700	250
Last commit	4 months ago	4 months ago
Verified
Actively maintained
Install	`docker run -i --rm -e ES_URL -e ES_API_KEY docker.elastic.co/mcp/elasticsearch stdio`	`npx -y @kajirita2002/honeycomb-mcp-server`
Repo	Open	Open

Verdict

Pick Elasticsearch MCP Server if you prefer the more popular, battle-tested option.

Pick Honeycomb MCP Server if you need the broadest set of tools.

Add Elasticsearch MCP Server

Install / run

docker run -i --rm -e ES_URL -e ES_API_KEY docker.elastic.co/mcp/elasticsearch stdio

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "elasticsearch-mcp-server": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "ES_URL",
        "-e",
        "ES_API_KEY",
        "docker.elastic.co/mcp/elasticsearch",
        "stdio"
      ],
      "env": {
        "ES_URL": "<your-elasticsearch-cluster-url>",
        "ES_API_KEY": "<your-elasticsearch-api-key>"
      }
    }
  }
}

Requires Docker to be installed and running.

Add Honeycomb MCP Server

Install / run

npx -y @kajirita2002/honeycomb-mcp-server

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "honeycomb-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@kajirita2002/honeycomb-mcp-server"
      ],
      "env": {
        "HONEYCOMB_API_KEY": "<your-honeycomb-api-key>"
      }
    }
  }
}

FAQ

Elasticsearch MCP Server or Honeycomb MCP Server — which is better?

Pick Elasticsearch MCP Server if you prefer the more popular, battle-tested option. Pick Honeycomb MCP Server if you need the broadest set of tools.

Can I use both Elasticsearch MCP Server and Honeycomb MCP Server?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Elasticsearch MCP Server and Honeycomb MCP Server work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Elasticsearch MCP Server →View Honeycomb MCP Server →More comparisons →