Hunch MCP

Drive your Mac focus-free over MCP: OS APIs, AppleScript, CDP, and Accessibility

MCP Servers Python Grade B Listed Apache-2.0
73.2/100
Rank #177 of 1320
Compare Hunch MCP

Promising trust profile, but some evidence still deserves review.

Open compare tool Suggest correction
Listing state
Listed
Evidence coverage
Grade B · 3/5 signals
Last push
2026-09-02 · 2d ago
Recent change
Rank +11

Is Hunch MCP safe? Hunch MCP scores 73.2/100 (Grade B), ranked #177 of 1320 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 3.9/10; 19% of recent commits are signed; last pushed 2026-09-02. Every point is earned from checkable signals — never paid placement. How scoring works →

Ranked neighbours in MCP Servers

Quick Trust Read

What Would Improve It
Increase the share of verified signed commits for clearer maintainer identity.
Recent Changes
2026-09-03
Rank Moved
Rank dropped 11 spots (#159 → #170)
2026-09-01
Scorecard Added
OSSF Scorecard: 3.9/10
2026-09-01
Grade Changed
Trust grade C → B
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 3.9/10. Tighten the weakest checks to improve public safety evidence.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
53.0
Activity sub-score · out of 100
#88

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 2026-09-04 22:32 UTC · Repo last pushed 2 days ago

Rank Trend

2026-08-11 2026-09-04

Activity & Reach

Stars
19
Forks
1
Last Push
2026-09-02
2 days ago
Commits (4 wk)
33
Downloads (7d)
390
pypi
HN mentions (30d)
Open Issues
0
Rank Change
▼7
was #170

Analysis

HVTrust Dimensions vs MCP Servers

73.2 / 100 · 100.0% confidence

Hunch MCP MCP Servers average (778 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
13.3 / 25
3.7 above avg 9.6
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
4.6 above avg 13.4
Transparency50% declared license · 50% OSSF Scorecard
11.8 / 17
in line with avg 11.8
Maintenance60% last-push freshness · 40% commit activity
18.0 / 20
5.8 above avg 12.2
AdoptionLog-scaled stars · package downloads
6.6 / 20
in line with avg 6.3

Activity Inputs

53.0 / 100
StarsRepository reach
7.8 / 30
FreshnessLast push recency
24.7 / 25
ActivityRecent commits
19.1 / 25
CommunityFork signal
1.4 / 20

Supply Chain Trust

Package Provenance
Verified
pypi attestation
OSSF Scorecard
3.9 / 10
OpenSSF Scorecard · scanned Sep 1, 2026
Signed Commits
19%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 5
CI-Tests 0
CII-Best-Practices 0
Code-Review 0
Contributors 0
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 0
License 10
Maintained 0
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 10
Signed-Releases 0
Token-Permissions 0
Vulnerabilities 9

Is Hunch MCP safe?

Hunch MCP 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 Hunch MCP publish package provenance?
Yes. Hunch MCP's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does Hunch MCP have an OpenSSF Scorecard?
Hunch MCP has an OpenSSF Scorecard score of 3.9/10. 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 Hunch MCP actively maintained?
Actively maintained. The repository was pushed to within the last 2 day(s).
What license does Hunch MCP use?
Hunch MCP ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Hunch MCP's commits signed?
19% of the last 100 commits to Hunch MCP 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
Hunch MCP appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
2 detected
Public provider/service dependencies detected.
Credential signal: No explicit API-key/config marker detected.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool 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

Maintain Hunch MCP?

For maintainers

HVTrust scores Hunch MCP 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 15Grade 4Listed 1HVTrust 1Scorecard 1
2026-09-03
Rank Moved
Rank dropped 11 spots (#159 → #170)
2026-09-01
Scorecard Added
OSSF Scorecard: 3.9/10
2026-09-01
Grade Changed
Trust grade C → B
2026-09-01
Rank Moved
Rank rose 137 spots (#296 → #159)
2026-09-01
HVTrust Changed
HVTrust up 8.2pts (64.9 → 73.1)
2026-08-31
Grade Changed
Trust grade B → C
2026-08-31
Rank Moved
Rank dropped 32 spots (#264 → #296)
2026-08-30
Grade Changed
Trust grade C → B
2026-08-30
Rank Moved
Rank rose 18 spots (#282 → #264)
2026-08-29
Rank Moved
Rank dropped 19 spots (#263 → #282)
2026-08-28
Grade Changed
Trust grade B → C
2026-08-28
Rank Moved
Rank dropped 15 spots (#248 → #263)
2026-08-26
Rank Moved
Rank dropped 13 spots (#228 → #241)
2026-08-24
Rank Moved
Rank dropped 21 spots (#210 → #231)
2026-08-22
Rank Moved
Rank rose 16 spots (#227 → #211)
2026-08-21
Rank Moved
Rank rose 10 spots (#237 → #227)
2026-08-19
Rank Moved
Rank dropped 20 spots (#208 → #228)
2026-08-17
Rank Moved
Rank rose 11 spots (#220 → #209)
2026-08-13
Rank Moved
Rank dropped 18 spots (#195 → #213)
2026-08-12
Rank Moved
Rank rose 13 spots (#208 → #195)
2026-08-10
Rank Moved
Rank dropped 16 spots (#188 → #204)
2026-08-08
Newly Listed
First tracked at rank #193

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 73.2 Grade B
Markdown:
[![HVTrust](https://hvtracker.net/badge/hunch-mcp.svg)](https://hvtracker.net/agents/hunch-mcp)
HTML:
<a href="https://hvtracker.net/agents/hunch-mcp"><img src="https://hvtracker.net/badge/hunch-mcp.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