The Ref MCP server provides observability tools for applications. It exposes metrics, logs, and traces to AI agents. It connects to Prometheus, Grafana, and Jaeger. Developers use it to monitor application performance and debug issues.
The Ref MCP server provides observability tools for applications. It exposes metrics, logs, and traces to AI agents. It connects to Prometheus, Grafana, and Jaeger. Developers use it to monitor application performance and debug issues.
npx -y @iflow-mcp/ref-tools-mcpAdd this configuration to your claude_desktop_config.json:
{
"mcpServers": {
"iflow-mcp-ref-tools-mcp-npm": {
"command": "npx",
"args": [
"-y",
"npx -y @iflow-mcp/ref-tools-mcp"
]
}
}
}Restart Claude Desktop, then ask:
"What tools do you have available from ref-tools-mcp?"
No configuration required. This server works out of the box.
"What resources are available in ref-tools-mcp?"
Claude will query available resources and return a list of what you can access.
"Show me details about [specific item] in ref-tools-mcp"
Claude will fetch and display detailed information about the requested item.
"Create a new [item] in ref-tools-mcp with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
We build custom MCP integrations for B2B companies. From simple connections to complex multi-tool setups.