cloud-finops-mcp@1.51.0
VERIFIED· not startedPublisher claims: "MCP server exposing the OptimNow Cloud FinOps skill (reference library + named-pattern playbooks) as queryable tools." Observed in sandbox: no network, touches nothing outside the project, writes no memory.
Coverage
Not started: dependency install failed; the server itself was not observed.- Tested
- the dependency install step · every file read, file written and host contacted by what ran
- Not tested
- server startup · the tool list · tool behavior
What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.
Before you give it your token
- It will ask for
- no credential variables read in the code
- Where it talks to
- no vendor host named in the codeAlso optimnow.io — not the publisher's domain; check what for before connecting.
- What the honeypot saw
- no credential files read · no network
- What we could not test
- server startup · the tool list · tool behavior
Connect it under the guard. Not started: dependency install failed; the server itself was not observed. The code names no credential variable; the guard pins the network to what the honeypot saw and logs every call.
Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.
Is [email protected] safe to install?
KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-10 and scored it 93/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.
Behavior trace
Honeypot run · 0 s · 2 scenarios · 0 deviationsStatic findings
Big-T notation (Dan Neff, Adobe; published by theFix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.> Sources: OptimNow methodology; Big-T Notation by Dan Neff, Tokenomics Foundation (CC BY 4.0, linked inline); x402 / MPP provider documentation (linked inline).Fix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.proc = subprocess.Popen(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.how-to published on 1 September 2026 extends the idea to developer accessFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.notification when an admin overrides; its tagging policies validate required keysFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.Enterprise admin model-routing controls are set, rather than left atFix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.The Gartner Magic Quadrant for SaaS Management Platforms (published July 2025, analysts: Tom Cipolla, Dan Wilson, Lina Al Dana) evaluated 17 vendors. Notable vendors include:Fix: Keep SKILL.md to visible, descriptive text. Remove comments and encoded text that address the agent.Cost to the agent
Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.
Known vulnerabilities
No advisories in OSV for cloud-finops-mcp@1.51.0 as of 4d ago. This is the package itself, not its dependencies.