updated 2026-11-11 00:08 UTC

Keboola MCP Server

Repository

Model Context Protocol (MCP) Server for the Keboola Platform

MCP Servers Python Listed MIT

Is Keboola MCP Server safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 6.9 / 10
Provenance None
Signed commits 72%
Last push yesterday
Compare Keboola MCP Server

How does it stack up against its MCP Servers neighbours?

Pick any agent to compare →
Suggest a correction

In detail: Keboola MCP Server scores 66.8/100 (Grade B), ranked #469 of 1387 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 6.9/10; 72% of recent commits are signed; last pushed 2026-11-10. Every point is earned from checkable signals — never paid placement. How scoring works →

How Keboola MCP Server could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Already done? Suggest a correctionAdd the trust badge

Chain of custody

Scanners check what the code says. This traces who ships Keboola MCP Server and whether that has changed: from the source repository, through how changes are reviewed and released, to the package you install. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Partly signed

    github.com/keboola/mcp-server, MIT, last pushed 2026-11-10. 72% of the last 100 commits carry a verified signature; the rest can't be tied to a verified identity.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 6.9/10 (scanned Nov 3, 2026). The checks that decide who can get a change released:

    • Code Review10
    • Branch Protection4
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions9
    • Pinned Dependencies1
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 4
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 10
    Contributors 10
    Dangerous-Workflow 10
    Dependency-Update-Tool 10
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 1
    SAST 10
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 9
    Vulnerabilities 0

  3. Published packages Not linked

    Without a build attestation, nothing proves the published files were built from this repository.

Changes to this chain

  • 2026-08-26 OSSF Scorecard: 7.8/10

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues Keboola MCP Server’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

Signed credential (JSON) How to verify

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How Keboola MCP Server compares in MCP Servers

  1. #270 Interactive Leetcode MCP 67.0 +0.2
  2. #271 Unreal Engine API Documentation 66.9 +0.1
  3. #272 Keboola MCP Server 66.8 this agent
  4. #273 Edinet MCP 66.8 ±0
  5. #274 Cursor History MCP 66.8 ±0

Bars show each HVTrust score; the tick marks Keboola MCP Server’s 66.8.

Where the 66.8 comes from

HVTrust dimensions vs the MCP Servers average

66.8 / 100 · 100.0% confidence

Keboola MCP Server MCP Servers average (779 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
12.2 / 25
1.4 above avg 10.8
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
2.9 below avg 13.7
Transparency50% declared license · 50% OSSF Scorecard
14.4 / 17
2.1 above avg 12.3
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
7.6 above avg 12.3
AdoptionLog-scaled stars · package downloads
8.8 / 20
1.2 above avg 7.6

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-11-10
Rank Moved
Rank dropped 18 spots (#451 → #469)
2026-11-07
Rank Moved
Rank rose 31 spots (#488 → #457)
2026-11-05
Rank Moved
Rank rose 17 spots (#504 → #487)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 6.9/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
Compare with another agent
View MCP Servers Report missing data
68.0
Activity sub-score · out of 100
#272
In MCP Servers

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade B 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 2026-11-11 00:08 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-11-10

Activity & Reach

Stars
85
Forks
23
Last Push
2026-11-10
yesterday
Commits (4 wk)
540
Downloads (7d)
1,421
pypi
HN mentions (30d)
—
Open Issues
17
Rank Change
=
was #469

Analysis

Activity Inputs

68.0 / 100
StarsRepository reach
11.6 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
6.4 / 20

Common questions about Keboola MCP Server

Keboola MCP Server has a mixed signal profile. Some trust indicators are present, others are missing. Whether it is safe for your use case depends on which gaps matter to you — review the breakdown below before adopting in production.
Does Keboola MCP Server publish package provenance?
No published build provenance is currently detected for Keboola MCP Server. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Keboola MCP Server have an OpenSSF Scorecard?
Keboola MCP Server has an OpenSSF Scorecard score of 6.9/10. 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 Keboola MCP Server actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Keboola MCP Server use?
Keboola MCP Server ships under MIT. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Keboola MCP Server's commits signed?
72% of the last 100 commits to Keboola MCP Server 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
Keboola MCP Server appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
1 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
low confidence
Unknown
Package source metadata is missing or inconclusive
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 Keboola MCP Server'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.

2026-10-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependency: Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-02
Provider Added
Runtime surface grew — new detected provider dependency: Postgres

Maintain Keboola MCP Server?

For maintainers

HVTrust scores Keboola MCP Server 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.

Submit a correction → Add the trust badge

Reputation Timeline

Signal history
Rank 24Grade 4HVTrust 3Surface 2Scorecard 1Delisted 1Listed 1MCP 1Surface 1
2026-11-10
Rank Moved
Rank dropped 18 spots (#451 → #469)
2026-11-07
Rank Moved
Rank rose 31 spots (#488 → #457)
2026-11-05
Rank Moved
Rank rose 17 spots (#504 → #487)
2026-10-31
Rank Moved
Rank rose 13 spots (#518 → #505)
2026-10-30
Grade Changed
Trust grade C → B
2026-10-30
Rank Moved
Rank rose 30 spots (#548 → #518)
2026-10-24
Rank Moved
Rank dropped 28 spots (#537 → #565)
2026-10-23
Tool Surface Changed
Detected tool/plugin surface changed: none → declared
2026-10-23
Rank Moved
Rank dropped 16 spots (#521 → #537)
2026-10-22
Grade Changed
Trust grade B → C
2026-10-22
Rank Moved
Rank dropped 25 spots (#496 → #521)
2026-10-15
Rank Moved
Rank dropped 105 spots (#383 → #488)
2026-10-15
HVTrust Changed
HVTrust down 3.2pts (68.8 → 65.6)
2026-10-14
Rank Moved
Rank rose 14 spots (#397 → #383)
2026-10-13
Rank Moved
Rank rose 12 spots (#409 → #397)
2026-10-12
Rank Moved
Rank rose 22 spots (#431 → #409)
2026-10-09
Rank Moved
Rank dropped 27 spots (#395 → #422)
2026-09-25
Rank Moved
Rank dropped 12 spots (#356 → #368)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependency: Postgres
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Grade Changed
Trust grade D → B
2026-09-23
Rank Moved
Rank rose 240 spots (#591 → #351)
2026-09-23
HVTrust Changed
HVTrust up 34.5pts (34.3 → 68.8)
2026-09-22
Newly Listed
First tracked at rank #591
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-12
Rank Moved
Rank dropped 17 spots (#311 → #328)
2026-09-11
Rank Moved
Rank dropped 11 spots (#300 → #311)
2026-09-07
Rank Moved
Rank dropped 12 spots (#278 → #290)
2026-09-05
Rank Moved
Rank dropped 57 spots (#214 → #271)
2026-09-04
Rank Moved
Rank dropped 18 spots (#196 → #214)
2026-09-02
Provider Added
Runtime surface grew — new detected provider dependency: Postgres
2026-08-31
Rank Moved
Rank dropped 21 spots (#169 → #190)
2026-08-29
Rank Moved
Rank dropped 12 spots (#163 → #175)
2026-08-26
Scorecard Added
OSSF Scorecard: 7.8/10
2026-08-26
Grade Changed
Trust grade D → B
2026-08-26
Rank Moved
Rank rose 536 spots (#688 → #152)
2026-08-26
HVTrust Changed
HVTrust up 34.2pts (36.7 → 70.9)
2026-08-16
Rank Moved
Rank dropped 14 spots (#675 → #689)
GitHub → PyPI: keboola-mcp-server

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 66.8 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/keboola-mcp-server.svg)](https://hvtracker.net/agents/keboola-mcp-server)
HTML:
<a href="https://hvtracker.net/agents/keboola-mcp-server"><img src="https://hvtracker.net/badge/keboola-mcp-server.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 v4.4 · Raw JSON