MaiBot

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.

Voice & Conversational Python Listed GPL-3.0

Is MaiBot safe? Promising trust profile, but some evidence still deserves review.

OSSF Scorecard 4.7 / 10
Provenance None
Signed commits 8%
Last push yesterday
Compare MaiBot

How does it stack up against its Voice & Conversational neighbours?

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In detail: MaiBot scores 57.5/100 (Grade C), ranked #752 of 1378 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.7/10; 8% of recent commits are signed; last pushed 2026-10-16. Every point is earned from checkable signals — never paid placement. How scoring works →

How MaiBot 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.

Chain of custody

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

  1. Source Partly signed

    github.com/Mai-with-u/MaiBot, GPL-3.0, last pushed 2026-10-16. 8% 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 4.7/10 (scanned Oct 16, 2026). The checks that decide who can get a change released:

    • Code Review0
    • Branch Protection3
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 3
    CI-Tests 3
    CII-Best-Practices 0
    Code-Review 0
    Contributors 10
    Dangerous-Workflow 10
    Dependency-Update-Tool 10
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages None

    No registry package. MaiBot is used from its repository, so what you run is whatever you check out: pin a release tag or commit.

Changes to this chain

  • 2026-08-30 OSSF Scorecard: 4.1/10

Evidence behind this score

Coverage C: 2 of 5 independent evidence types found.

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

Verify this score yourself

Every build re-issues MaiBot’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.

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 MaiBot compares in Voice & Conversational

  1. #8 Bolna 58.1 +0.6
  2. #9 TEN Framework 57.8 +0.3
  3. #10 MaiBot 57.5 this agent
  4. #11 py-xiaozhi 43.9 −13.6
  5. #12 Call Center AI 43.5 −14.0

Bars show each HVTrust score; the tick marks MaiBot’s 57.5.

Where the 57.5 comes from

HVTrust dimensions vs the Voice & Conversational average

57.5 / 100 · 100.0% confidence

MaiBot Voice & Conversational average (13 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
6.3 / 25
4.5 below avg 10.8
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
1.7 below avg 12.5
Transparency50% declared license · 50% OSSF Scorecard
12.5 / 17
in line with avg 12.7
Maintenance60% last-push freshness · 40% commit activity
19.9 / 20
4.2 above avg 15.7
AdoptionLog-scaled stars · package downloads
9.1 / 20
1.8 below avg 10.9

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-16
Rank Moved
Rank rose 47 spots (#794 → #747)
2026-10-12
Rank Moved
Rank dropped 24 spots (#754 → #778)
2026-10-06
Rank Moved
Rank rose 20 spots (#769 → #749)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.7/10. 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.
Increase signed commits Raise the share of verified-signed commits to make maintainer identity and release history easier to trust.
85.8
Activity sub-score · out of 100
#10

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-17 20:06 UTC · Repo last pushed yesterday

Rank Trend

2026-09-29 2026-10-17

Activity & Reach

Stars
6.3k
Forks
654
Last Push
2026-10-16
yesterday
Commits (4 wk)
496
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
44
Rank Change
▼5
was #747

Analysis

Activity Inputs

85.8 / 100
StarsRepository reach
22.8 / 30
FreshnessLast push recency
24.9 / 25
ActivityRecent commits
25 / 25
CommunityFork signal
13.1 / 20

Common questions about MaiBot

MaiBot 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 MaiBot publish package provenance?
No published build provenance is currently detected for MaiBot. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does MaiBot have an OpenSSF Scorecard?
MaiBot has an OpenSSF Scorecard score of 4.7/10. 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 MaiBot actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does MaiBot use?
MaiBot ships under GPL-3.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are MaiBot's commits signed?
8% of the last 100 commits to MaiBot 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
None detected
No MCP server signal detected.
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
high confidence
Declared
Declared plugin/integration surface detected.
  • browser
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
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 MaiBot'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: Google Gemini, OpenAI

Maintain MaiBot?

For maintainers

HVTrust scores MaiBot 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 23Listed 2HVTrust 2Grade 2Scorecard 1Delisted 1Surface 1Surface 1
2026-10-16
Rank Moved
Rank rose 47 spots (#794 → #747)
2026-10-12
Rank Moved
Rank dropped 24 spots (#754 → #778)
2026-10-06
Rank Moved
Rank rose 20 spots (#769 → #749)
2026-09-27
Rank Moved
Rank dropped 12 spots (#734 → #746)
2026-09-26
Rank Moved
Rank rose 21 spots (#755 → #734)
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: Google Gemini, OpenAI
2026-09-23
Grade Changed
Trust grade D → C
2026-09-23
Rank Moved
Rank dropped 367 spots (#378 → #745)
2026-09-23
HVTrust Changed
HVTrust up 7.8pts (48.3 → 56.1)
2026-09-22
Newly Listed
First tracked at rank #378
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-19
Rank Moved
Rank rose 16 spots (#736 → #720)
2026-09-07
Rank Moved
Rank dropped 40 spots (#674 → #714)
2026-09-05
Rank Moved
Rank dropped 86 spots (#580 → #666)
2026-09-04
Rank Moved
Rank dropped 15 spots (#565 → #580)
2026-09-03
Rank Moved
Rank dropped 50 spots (#515 → #565)
2026-09-02
Rank Moved
Rank dropped 17 spots (#498 → #515)
2026-09-01
Rank Moved
Rank dropped 16 spots (#482 → #498)
2026-08-31
Rank Moved
Rank dropped 30 spots (#452 → #482)
2026-08-30
Scorecard Added
OSSF Scorecard: 4.1/10
2026-08-30
Grade Changed
Trust grade D → C
2026-08-30
Rank Moved
Rank rose 635 spots (#1087 → #452)
2026-08-30
HVTrust Changed
HVTrust up 33.3pts (23.5 → 56.8)
2026-08-29
Rank Moved
Rank dropped 40 spots (#1047 → #1087)
2026-08-28
Rank Moved
Rank dropped 31 spots (#1016 → #1047)
2026-08-27
Rank Moved
Rank dropped 20 spots (#996 → #1016)
2026-08-26
Rank Moved
Rank dropped 92 spots (#904 → #996)
2026-08-24
Rank Moved
Rank dropped 13 spots (#891 → #904)
2026-08-16
Rank Moved
Rank dropped 19 spots (#892 → #911)
2026-08-10
Rank Moved
Rank dropped 52 spots (#839 → #891)
2026-08-08
Rank Moved
Rank dropped 372 spots (#462 → #834)
2026-08-06
Newly Listed
First tracked at rank #455

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 57.5 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/maibot.svg)](https://hvtracker.net/agents/maibot)
HTML:
<a href="https://hvtracker.net/agents/maibot"><img src="https://hvtracker.net/badge/maibot.svg" alt="HVTrust"></a>

Other agents in Voice & Conversational

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON