Finopsmcp

The headless FinOps intelligence layer: API-first, agent-first cost control for cloud + AI. Connect your cloud stack in Claude, Cursor, or the terminal, and gate what agents do to your infra before they act. Propose-only. Open source, local-first.

MCP Servers Python Listed Apache-2.0

Is Finopsmcp safe? Strong public trust posture, backed by multiple independent signals.

OSSF Scorecard 7.4 / 10
Provenance Attested
Signed commits 73%
Last push yesterday
Compare Finopsmcp
Suggest a correction

In detail: Finopsmcp scores 83.4/100 (Grade A), ranked #107 of 1325 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 7.4/10; 73% of recent commits are signed; last pushed 2026-09-25. Every point is earned from checkable signals — never paid placement. How scoring works →

How Finopsmcp compares in MCP Servers

  1. #42 Reversecore MCP 83.6 +0.2
  2. #43 Google Flights MCP (fli) 83.5 +0.1
  3. #44 Finopsmcp 83.4 this agent
  4. #45 Markdown Vault MCP 83.4 ±0
  5. #46 Zotero MCP 83.4 ±0

Bars show each HVTrust score; the tick marks Finopsmcp’s 83.4.

Where the 83.4 comes from

HVTrust dimensions vs the MCP Servers average

83.4 / 100 · 100.0% confidence

Finopsmcp MCP Servers average (775 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
20.4 / 25
10.1 above avg 10.3
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
4.6 above avg 13.4
Transparency50% declared license · 50% OSSF Scorecard
14.8 / 17
2.6 above avg 12.2
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
7.8 above avg 12.1
AdoptionLog-scaled stars · package downloads
6.6 / 20
0.6 below avg 7.2

Quick Trust Read

What Would Improve It
Improve adoption to lift the weakest part of the trust profile.
Recent Changes
2026-09-25
Grade Changed
Trust grade B → A
2026-09-25
Rank Moved
Rank rose 104 spots (#209 → #105)
2026-09-25
HVTrust Changed
HVTrust up 7.6pts (75.9 → 83.5)
Maintainer Checklist
Keep signals current Trust posture is already in a healthy range. The main job is to keep provenance, maintenance, and public evidence fresh.
59.1
Activity sub-score · out of 100
#44

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade A reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-09-26 06:32 UTC · Repo last pushed yesterday

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars
18
Forks
1
Last Push
2026-09-25
yesterday
Commits (4 wk)
300
Downloads (7d)
470
pypi
HN mentions (30d)
—
Open Issues
0
Rank Change
▼2
was #105

Analysis

Activity Inputs

59.1 / 100
StarsRepository reach
7.7 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
1.4 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
7.4 / 10
OpenSSF Scorecard · scanned Sep 17, 2026
Signed Commits
73%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 3
CI-Tests 10
CII-Best-Practices 0
Code-Review 0
Contributors 0
Dangerous-Workflow 10
Dependency-Update-Tool 10
Fuzzing 0
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 5
SAST 10
Security-Policy 10
Signed-Releases -1
Token-Permissions 10
Vulnerabilities 10

Common questions about Finopsmcp

Public supply-chain signals for Finopsmcp are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but Finopsmcp carries less obvious unverified-evidence risk than projects with thin signals.
Does Finopsmcp publish package provenance?
Yes. Finopsmcp's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Finopsmcp have an OpenSSF Scorecard?
Finopsmcp has an OpenSSF Scorecard score of 7.4/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is Finopsmcp actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Finopsmcp use?
Finopsmcp ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Finopsmcp's commits signed?
73% of the last 100 commits to Finopsmcp are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
high confidence
Implemented
Finopsmcp appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
3 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
medium confidence
Declared
Declared plugin/integration surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Match
Published package metadata matches the tracked repo
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to Finopsmcp's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-09-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Provenance Added
Package provenance attestation detected

Maintain Finopsmcp?

For maintainers

HVTrust scores Finopsmcp from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Signal history
Rank 22Grade 6HVTrust 3Listed 2Delisted 1Provenance 1MCP 1Surface 1Surface 1Score 1
2026-09-25
Grade Changed
Trust grade B → A
2026-09-25
Rank Moved
Rank rose 104 spots (#209 → #105)
2026-09-25
HVTrust Changed
HVTrust up 7.6pts (75.9 → 83.5)
2026-09-25
Activity Score Changed
Activity score up 12pts (47 → 59)
2026-09-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Amazon Bedrock, Anthropic, Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Provenance Added
Package provenance attestation detected
2026-09-23
Grade Changed
Trust grade D → B
2026-09-23
Rank Moved
Rank rose 511 spots (#725 → #214)
2026-09-23
HVTrust Changed
HVTrust up 45.2pts (30.3 → 75.5)
2026-09-22
Newly Listed
First tracked at rank #725
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-20
Rank Moved
Rank dropped 10 spots (#156 → #166)
2026-09-16
Grade Changed
Trust grade A → B
2026-09-15
Rank Moved
Rank dropped 11 spots (#128 → #139)
2026-09-12
Grade Changed
Trust grade B → A
2026-09-12
Rank Moved
Rank rose 18 spots (#138 → #120)
2026-09-10
Grade Changed
Trust grade A → B
2026-09-10
Rank Moved
Rank dropped 27 spots (#111 → #138)
2026-09-05
Rank Moved
Rank dropped 21 spots (#74 → #95)
2026-09-02
Grade Changed
Trust grade D → A
2026-09-02
Rank Moved
Rank rose 628 spots (#701 → #73)
2026-09-02
HVTrust Changed
HVTrust up 33.4pts (49.0 → 82.4)
2026-09-01
Rank Moved
Rank dropped 32 spots (#669 → #701)
2026-08-31
Rank Moved
Rank dropped 36 spots (#633 → #669)
2026-08-30
Rank Moved
Rank dropped 14 spots (#619 → #633)
2026-08-29
Rank Moved
Rank dropped 36 spots (#583 → #619)
2026-08-28
Rank Moved
Rank dropped 18 spots (#565 → #583)
2026-08-27
Rank Moved
Rank dropped 15 spots (#550 → #565)
2026-08-26
Rank Moved
Rank dropped 81 spots (#469 → #550)
2026-08-24
Rank Moved
Rank dropped 15 spots (#454 → #469)
2026-08-22
Rank Moved
Rank rose 17 spots (#473 → #456)
2026-08-19
Rank Moved
Rank dropped 10 spots (#465 → #475)
2026-08-17
Rank Moved
Rank rose 12 spots (#477 → #465)
2026-08-13
Rank Moved
Rank dropped 15 spots (#453 → #468)
2026-08-12
Rank Moved
Rank rose 13 spots (#466 → #453)
2026-08-10
Rank Moved
Rank dropped 17 spots (#449 → #466)
2026-08-08
Newly Listed
First tracked at rank #448

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 83.4 Grade A
Markdown:
[![HVTrust](https://hvtracker.net/badge/finopsmcp.svg)](https://hvtracker.net/agents/finopsmcp)
HTML:
<a href="https://hvtracker.net/agents/finopsmcp"><img src="https://hvtracker.net/badge/finopsmcp.svg" alt="HVTrust"></a>

Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON