archestra
★ 4.4k
vs
prometheus-mcp-server
★ 519
archestra vs prometheus-mcp-server
archestra: Archestra is a secure, MCP-native AI platform that simplifies enterprise AI adoption. It provides comprehensive tools for AI orchestration, security against prompt injections and data exfiltration, cost management, and observability across the organization.; 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.
01
TL;DR
archestraObservability · ★ 4.4k
When to choose:
- You are a platform or security team that needs central control over how the company uses models and MCP servers.
- You want one platform covering an internal chat, an LLM gateway, an MCP gateway and registry, and an agent runtime.
- You need SSO, RBAC, sandboxed code execution, guardrails, per-user tool authorisation, OpenTelemetry and Prometheus.
When to skip:
- You are a small team that only needs a proxy: Kubernetes-oriented components make this a significant deployment.
- You need to avoid AGPL or commercial terms: the default code is AGPL-3.0 and parts marked Enterprise are under a commercial licence.
- You already run gateways or chat apps whose roles overlap; plan what it would replace.
prometheus-mcp-serverObservability · ★ 519
AI assistants querying Prometheus metrics for monitoring and troubleshooting
02
Side-by-Side Comparison
Field
archestraprometheus-mcp-serverCategory
Observability
Observability
Stars
★ 4.4k
★ 519
License
AGPL-3.0 (enterprise parts under a commercial license)
MIT
Install Command
docker pull archestra/platform:latest; docker run -p 9000:9000 -p 3000:3000 -e ARCHESTRA_QUICKSTART=true -v /var/run/docker.sock:/var/run/docker.sock -v archestra-postgres-data:/var/lib/postgresql/data -v archestra-app-data:/app/data archestra/platform;
docker run -i --rm -e PROMETHEUS_URL="http://your-prometheus:9090" ghcr.io/pab1it0/prometheus-mcp-server:latest
Updated
1d ago
4d ago
Open Source
Yes
Yes
Tags
AI Platform, AI Security, Kubernetes
ai, devops, llm
03
Features
archestra01Secure, MCP-native AI Platform for simplified enterprise AI usage.
02Private MCP registry with governance and ChatGPT-like chat capabilities.
03Kubernetes-native orchestration for managing AI servers and credentials.
04Advanced security features to prevent prompt injections and data exfiltration.
05Comprehensive cost monitoring, dynamic optimization, and observability tools.
prometheus-mcp-server01Execute 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
04
Use Cases
archestra↳Centralized orchestration and secure management of AI models and data for platform teams.
↳Secure deployment and development of AI agents across the organization for developers.
↳Facilitating organization-wide AI adoption, cost reduction, and usage visibility for management.
prometheus-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
05
Best For
archestraEssentialTrending
prometheus-mcp-server—
FAQ
FAQ
What is the difference between archestra and prometheus-mcp-server?
Both archestra and prometheus-mcp-server are in the Observability category. archestra has 4.4k stars, while prometheus-mcp-server has 519 stars.
Which is better, archestra or prometheus-mcp-server?
The best choice depends on your use case. Choose archestra if Centralized orchestration and secure management of AI models and data for platform teams., and prometheus-mcp-server if AI assistants querying Prometheus metrics for monitoring and troubleshooting.
Is archestra free or open source?
Yes, archestra is open source on GitHub (AGPL-3.0 (enterprise parts under a commercial license)).
Is prometheus-mcp-server free or open source?
Yes, prometheus-mcp-server is open source on GitHub (MIT).
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