AgentIndex icon
AgentIndex
prometheus-mcp-server logo
prometheus-mcp-server
★ 519
vs
mcp-victorialogs logo
mcp-victorialogs
★ 103

prometheus-mcp-server vs mcp-victorialogs

prometheus-mcp-server: A Model Context Protocol (MCP) server that provides access to your Prometheus metrics and queries through standardized MCP interfaces, allowing AI assistants to execute PromQL queries and analyze your metrics data. It supports various authentication methods and deployment options including Docker and Kubernetes.; mcp-victorialogs: This MCP server provides a comprehensive interface for querying logs, exploring data, and searching documentation for VictoriaLogs instances. It includes tools for most read-only APIs, making it ideal for observability and debugging tasks. It can be used with various MCP clients and supports different transport modes.

01

TL;DR

prometheus-mcp-server logo
prometheus-mcp-serverObservability · ★ 519

AI assistants querying Prometheus metrics for monitoring and troubleshooting

Read prometheus-mcp-server full review →
mcp-victorialogs logo
mcp-victorialogsObservability · ★ 103

Observability and log analysis for VictoriaLogs

Read mcp-victorialogs full review →
02

Side-by-Side Comparison

Field
prometheus-mcp-server logoprometheus-mcp-server
mcp-victorialogs logomcp-victorialogs
Category
Observability
Observability
Stars
★ 519
★ 103
License
MIT
Apache-2.0
Install Command
docker run -i --rm -e PROMETHEUS_URL="http://your-prometheus:9090" ghcr.io/pab1it0/prometheus-mcp-server:latest
go install github.com/VictoriaMetrics-Community/mcp-victorialogs/cmd/mcp-victorialogs@latest
Updated
3d ago
6d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, devops, llm
ai, logging, logs
03

Features

prometheus-mcp-server logoprometheus-mcp-server
01Execute PromQL queries against Prometheus
02Discover and explore metrics with metadata and search
03Support for multiple authentication methods (basic, bearer, mTLS)
04Docker containerization support
05Interactive tools for AI assistants
mcp-victorialogs logomcp-victorialogs
01Querying logs and exploring logs data
02Showing parameters of your VictoriaLogs instance
03Listing available streams, fields, field values
04Query statistics for the logs as metrics
05Embedded up-to-date documentation with offline search
04

Use Cases

prometheus-mcp-server logoprometheus-mcp-server
↳AI assistants querying Prometheus metrics for monitoring and troubleshooting
↳Integrating Prometheus data into MCP-compatible clients like Claude Desktop, VS Code, Cursor, Windsurf
↳Automating infrastructure monitoring with AI-driven analysis
mcp-victorialogs logomcp-victorialogs
↳Observability and log analysis for VictoriaLogs
↳Automated debugging and troubleshooting with AI agents
↳Integration with CI/CD pipelines and monitoring tools
FAQ

FAQ

What is the difference between prometheus-mcp-server and mcp-victorialogs?
Both prometheus-mcp-server and mcp-victorialogs are in the Observability category. prometheus-mcp-server has 519 stars, while mcp-victorialogs has 103 stars.
Which is better, prometheus-mcp-server or mcp-victorialogs?
The best choice depends on your use case. Choose prometheus-mcp-server if AI assistants querying Prometheus metrics for monitoring and troubleshooting, and mcp-victorialogs if Observability and log analysis for VictoriaLogs.
Is prometheus-mcp-server free or open source?
Yes, prometheus-mcp-server is open source on GitHub (MIT).
Is mcp-victorialogs free or open source?
Yes, mcp-victorialogs is open source on GitHub (Apache-2.0).
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Related

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