MiroFlow

🏆 Top-1 on 5+ benchmarks | Web UI | Supports MiroThinker, Claude, Kimi, OpenAI

Multi-Agent Systems Python Listed Apache-2.0

Is MiroFlow safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 2.3 / 10
Provenance None
Signed commits 84%
Last push 99d ago
Compare MiroFlow
Suggest a correction

In detail: MiroFlow scores 41.2/100 (Grade D), ranked #1174 of 1371 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 2.3/10; 84% of recent commits are signed; last pushed 2026-07-06. Every point is earned from checkable signals — never paid placement. How scoring works →

How MiroFlow 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 MiroFlow 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 Signed

    github.com/MiroMindAI/MiroFlow, Apache-2.0, last pushed 2026-07-06. 84% of the last 100 commits carry a verified signature, so changes trace to a verified account.

  2. Review and release Weak

    OpenSSF Scorecard rates the repository's practices 2.3/10 (scanned Oct 11, 2026). The checks that decide who can get a change released:

    • Code Review2
    • Branch Protection6
    • Signed Releasesn/a
    • Dangerous Workflow0
    • Token Permissions0
    • Pinned Dependencies0
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 6
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 2
    Contributors 10
    Dangerous-Workflow 0
    Dependency-Update-Tool 0
    Fuzzing 0
    License 10
    Maintained 0
    Packaging -1
    Pinned-Dependencies 0
    SAST 0
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages None

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

Changes to this chain

  • 2026-08-07 OSSF Scorecard: 2.3/10

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 MiroFlow’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 MiroFlow compares in Multi-Agent Systems

  1. #31 ChatDev 49.4 +8.2
  2. #32 Swarm by OpenAI 44.1 +2.9
  3. #33 MiroFlow 41.2 this agent
  4. #34 MetaGPT 37.9 −3.3
  5. #35 tribe 37.8 −3.4

Bars show each HVTrust score; the tick marks MiroFlow’s 41.2.

Where the 41.2 comes from

HVTrust dimensions vs the Multi-Agent Systems average

41.2 / 100 · 100.0% confidence

MiroFlow Multi-Agent Systems average (43 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
7.1 / 25
1.6 below avg 8.7
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
0.5 below avg 11.3
Transparency50% declared license · 50% OSSF Scorecard
10.5 / 17
1.7 below avg 12.2
Maintenance60% last-push freshness · 40% commit activity
5.4 / 20
7.7 below avg 13.1
AdoptionLog-scaled stars · package downloads
8.4 / 20
1.8 below avg 10.2

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-10-09
Rank Moved
Rank dropped 11 spots (#1150 → #1161)
2026-10-04
Activity Went Stale
No commits for 90 days
2026-09-23
Rank Moved
Rank dropped 632 spots (#481 → #1113)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 2.3/10. 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.
Refresh maintenance signals The repo was last pushed 99 days ago. Fresh activity helps separate stable projects from stale ones.
44.1
Activity sub-score · out of 100
#33

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade D 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 2026-10-13 04:10 UTC · Repo last pushed 99 days ago

Rank Trend

2026-09-29 2026-10-13

Activity & Reach

Stars
3.1k
Forks
327
Last Push
2026-07-06
99 days ago
Commits (4 wk)
0
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
0
Rank Change
=
was #1174

Analysis

Activity Inputs

44.1 / 100
StarsRepository reach
21.0 / 30
FreshnessLast push recency
11.2 / 25
ActivityRecent commits
0.0 / 25
CommunityFork signal
11.7 / 20

Common questions about MiroFlow

Public trust evidence for MiroFlow is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does MiroFlow publish package provenance?
No published build provenance is currently detected for MiroFlow. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does MiroFlow have an OpenSSF Scorecard?
MiroFlow has an OpenSSF Scorecard score of 2.3/10. 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 MiroFlow actively maintained?
Slowing down. Last push was 99 days ago — keep an eye on whether activity resumes.
What license does MiroFlow use?
MiroFlow ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are MiroFlow's commits signed?
83% of the last 100 commits to MiroFlow 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
MiroFlow appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
5 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
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
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 MiroFlow'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.

2026-10-04
Activity Went Stale
No commits for 90 days

Maintain MiroFlow?

For maintainers

HVTrust scores MiroFlow 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 26Scorecard 1Stale 1
2026-10-09
Rank Moved
Rank dropped 11 spots (#1150 → #1161)
2026-10-04
Activity Went Stale
No commits for 90 days
2026-09-23
Rank Moved
Rank dropped 632 spots (#481 → #1113)
2026-09-22
Rank Moved
Rank dropped 104 spots (#377 → #481)
2026-09-21
Rank Moved
Rank rose 733 spots (#1110 → #377)
2026-09-12
Rank Moved
Rank dropped 11 spots (#1087 → #1098)
2026-09-09
Rank Moved
Rank dropped 14 spots (#1066 → #1080)
2026-09-07
Rank Moved
Rank dropped 36 spots (#1022 → #1058)
2026-09-06
Rank Moved
Rank dropped 13 spots (#1009 → #1022)
2026-09-05
Rank Moved
Rank dropped 48 spots (#961 → #1009)
2026-09-04
Rank Moved
Rank dropped 31 spots (#930 → #961)
2026-09-03
Rank Moved
Rank dropped 51 spots (#879 → #930)
2026-09-02
Rank Moved
Rank dropped 48 spots (#831 → #879)
2026-09-01
Rank Moved
Rank dropped 30 spots (#801 → #831)
2026-08-31
Rank Moved
Rank dropped 35 spots (#766 → #801)
2026-08-30
Rank Moved
Rank dropped 27 spots (#739 → #766)
2026-08-29
Rank Moved
Rank dropped 50 spots (#689 → #739)
2026-08-28
Rank Moved
Rank dropped 21 spots (#668 → #689)
2026-08-27
Rank Moved
Rank dropped 20 spots (#648 → #668)
2026-08-26
Rank Moved
Rank dropped 100 spots (#548 → #648)
2026-08-24
Rank Moved
Rank dropped 14 spots (#532 → #546)
2026-08-22
Rank Moved
Rank rose 11 spots (#541 → #530)
2026-08-13
Rank Moved
Rank dropped 12 spots (#513 → #525)
2026-08-10
Rank Moved
Rank dropped 18 spots (#499 → #517)
2026-08-08
Rank Moved
Rank dropped 135 spots (#362 → #497)
2026-08-07
Scorecard Added
OSSF Scorecard: 2.3/10
2026-08-03
Rank Moved
Rank dropped 13 spots (#433 → #446)
2026-07-28
Rank Moved
Rank dropped 15 spots (#413 → #428)

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 41.2 Grade D
Markdown:
[![HVTrust](https://hvtracker.net/badge/miroflow.svg)](https://hvtracker.net/agents/miroflow)
HTML:
<a href="https://hvtracker.net/agents/miroflow"><img src="https://hvtracker.net/badge/miroflow.svg" alt="HVTrust"></a>

Other agents in Multi-Agent Systems

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