upcloud-mcp-server
A Model Context Protocol (MCP) server intended to integrate with Upcloud APIs to expose tools for retrieving information about Upcloud account, managed databases, servers, and Kubernetes resources.
Score Breakdown
⚙ Agent Friendliness
🔒 Security
Uses credentials passed via environment variables (better than hardcoding, but the README does not describe redaction/logging behavior or secret management practices). No details are provided about least-privilege/scopes or secure transport requirements, and the project maturity is marked as work in progress.
⚡ Reliability
Best When
You want an MCP-compatible way to read-only explore Upcloud resources while developing prototypes or internal tooling.
Avoid When
You need a mature, well-documented, production-ready MCP server with strong operational guarantees, documented error/retry semantics, and clearly defined pagination/rate-limit behavior.
Use Cases
- • Querying Upcloud account details (current user or by username).
- • Fetching managed database information by UUID.
- • Listing and retrieving server details by UUID.
- • Listing Kubernetes clusters and retrieving cluster details by UUID.
- • Retrieving Kubernetes plan information.
Not For
- • Production/mission-critical automation (the README explicitly marks it as work in progress and not ready).
- • Use cases requiring webhooks, realtime updates, or event-driven workflows (not mentioned).
- • Environments that cannot securely provide credentials via environment variables.
Interface
Authentication
Authentication approach is described only at a high level (environment variables). No scope granularity, token lifetimes, or supported auth flows are documented in the provided README.
Pricing
No pricing information is provided in the README (it appears to be an open-source tool; costs would primarily come from Upcloud API usage and your hosting).
Agent Metadata
Known Gotchas
- ⚠ README states the project is work in progress and not ready for use; behavior, edge cases, and reliability may be unstable.
- ⚠ No documentation is provided for pagination, rate limiting, or how to handle API throttling within the MCP server.
- ⚠ Authentication is via environment variables; agents must ensure secrets are not exposed in logs and are provided correctly in the runtime/container.
Alternatives
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Scores are editorial opinions as of 2026-04-04.