Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 12:25 UTC
chirpstack / chirpstack-mqtt-forwarder
ChirpStack MQTT Forwarder is a forwarder which can be installed on the gateway to forward LoRa data over MQTT.
chirpstack/chirpstack-mqtt-forwarder holds a health index of 51 out of 100, placing it in the Moderate band. It scores highest on Vitality (70/100) and lowest on Security (37/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.
51
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
51
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
ChirpStackOrganization
251 followers21 public repossince Oct 2019
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
70
Development activity
55Moderate
How it's scored
| 36/36 | Push recency — last push 4 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 11.5/18 | Commit volume — 18 commits in the last year |
| 2/10 | OpenSSF Scorecard: Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
Inputs used
| commits_last_year | 18 |
| human_commit_share | — |
| days_since_last_push | 4 |
| active_weeks_last_year | 8 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 14 releases published |
| 36/36 | Release recency — latest release 3 days ago |
| 19.8/27 | Release cadence — a release every ~96.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 14 |
| latest_release_tag | v4.6.0 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 96.4 |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
43
Popularity & adoption
37At risk
How it's scored
| 23.2/60 | Stars — 28 stars |
| 11.8/25 | Forks — 27 forks |
| 1.7/15 | Watchers — 3 watchers |
Inputs used
| forks | 27 |
| stars | 28 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
50
Maintainer resilience (bus factor)
26Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.1/22.5 | Commit distribution — top contributor authored 91% of commits |
| 12.2/13.5 | Contributor breadth — 9 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 9 |
| top_contributor_share | 0.908 |
Issue & PR responsiveness
59Moderate
How it's scored
| 45/46.8 | Issue resolution — 96% of issues closed |
| 13.9/38.3 | PR acceptance — 16/44 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 2/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 16 |
| open_issues | 1 |
| closed_issues | 26 |
| issue_closed_ratio | 0.963 |
| closed_unmerged_prs | 28 |
Ownership & stewardship
69Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 17.3/25 | Owner reach — 251 followers of chirpstack |
| 21.8/25 | Track record — 21 public repos, account ~6 yr old |
Inputs used
| followers | 251 |
| owner_type | Organization |
| is_verified | — |
| owner_login | chirpstack |
| public_repos | 21 |
| account_age_days | 2,461 |
Engineering Quality
Are baseline engineering and documentation practices in place?
51
Engineering practices
58Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 10/20 | OpenSSF Scorecard: CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
40At risk
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 0/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
37
Security posture
37At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1.2/2.5 | CI-Tests — 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 2/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 1.5/7.5 | Maintained — 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 3/7.5 | Vulnerabilities — 6 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.7 |
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
52
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Rust (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, Nix, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | yes |
| has_tests | yes |
| lockfiles | Cargo.lock |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
96Excellent
How it's scored
| 45/45 | Type-checkable code — Rust (statically typed) |
| 51.3/55 | Manageable file sizes — 1/15 source files over 60KB |
Inputs used
| primary_language | Rust |
| largest_source_bytes | 69,294 |
| source_files_sampled | 15 |
| oversized_source_files | 1 |
Key facts
28GitHub stars
9contributors
18commits, last 12 months
4days since last push
14releases
1bus factor
1open issues
crates.iopackage ecosystems
Data collection warnings
- Could not fetch crates package 'chirpstack-mqtt-forwarder' from its registry
More detail
OpenSSF Scorecard 3.7 / 10
3.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 5 | CI-Tests | 1 out of 2 merged PRs checked by a CI test -- score normalized to 5 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 2/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 2 | Maintained | 3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 4 | Vulnerabilities | 6 existing vulnerabilities detected |
Direct dependencies 26
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| crates.io | clap | 4.6 | Cargo.toml |
| crates.io | chirpstack_api | 4.18 | Cargo.toml |
| crates.io | lrwn_filters | 4.16 | Cargo.toml |
| crates.io | serde_json | 1.0 | Cargo.toml |
| crates.io | serde | 1.0 | Cargo.toml |
| crates.io | humantime-serde | 1.1 | Cargo.toml |
| crates.io | log | 0.4 | Cargo.toml |
| crates.io | simple_logger | 5.2 | Cargo.toml |
| crates.io | syslog | 7.0 | Cargo.toml |
| crates.io | anyhow | 1.0 | Cargo.toml |
| crates.io | toml | 1.1 | Cargo.toml |
| crates.io | chrono | 0.4 | Cargo.toml |
| crates.io | signal-hook | 0.4 | Cargo.toml |
| crates.io | hex | 0.4 | Cargo.toml |
| crates.io | base64 | 0.22 | Cargo.toml |
| crates.io | getrandom | 0.4 | Cargo.toml |
| crates.io | rumqttc | 0.25 | Cargo.toml |
| crates.io | url | 2.5 | Cargo.toml |
| crates.io | rustls | 0.23 | Cargo.toml |
| crates.io | rustls-native-certs | 0.8 | Cargo.toml |
| crates.io | rustls-pemfile | 2.2 | Cargo.toml |
| crates.io | rustls-pki-types | 1.15 | Cargo.toml |
| crates.io | handlebars | 6.4 | Cargo.toml |
| crates.io | tokio | 1.52 | Cargo.toml |
| crates.io | async-trait | 0.1 | Cargo.toml |
| crates.io | zmq | 0.10 | Cargo.toml |
All dependencies 248
Full resolved dependency set from the GitHub dependency graph: 29 direct and 219 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| crates.io | anyhow | 1.0.103 | direct |
| crates.io | async-trait | 0.1.89 | direct |
| crates.io | base64 | 0.22.1 | direct |
| crates.io | chirpstack_api | 4.18.0 | direct |
| crates.io | chrono | 0.4.45 | direct |
| crates.io | clap | 4.6.1 | direct |
| crates.io | getrandom | 0.2.17 | direct |
| crates.io | getrandom | 0.3.4 | direct |
| crates.io | getrandom | 0.4.3 | direct |
| crates.io | handlebars | 6.4.2 | direct |
| crates.io | hex | 0.4.3 | direct |
| crates.io | humantime-serde | 1.1.1 | direct |
| crates.io | log | 0.4.33 | direct |
| crates.io | lrwn_filters | 4.16.0 | direct |
| crates.io | rumqttc | 0.25.1 | direct |
| crates.io | rustls | 0.23.41 | direct |
| crates.io | rustls-native-certs | 0.8.4 | direct |
| crates.io | rustls-pemfile | 2.2.0 | direct |
| crates.io | rustls-pki-types | 1.15.0 | direct |
| crates.io | serde | 1.0.228 | direct |
| crates.io | serde_json | 1.0.150 | direct |
| crates.io | signal-hook | 0.4.4 | direct |
| crates.io | simple_logger | 5.2.0 | direct |
| crates.io | syslog | 7.0.0 | direct |
| crates.io | tokio | 1.52.3 | direct |
| crates.io | toml | 0.8.23 | direct |
| crates.io | toml | 1.1.2+spec-1.1.0 | direct |
| crates.io | url | 2.5.8 | direct |
| crates.io | zmq | 0.10.0 | direct |
| crates.io | aho-corasick | 1.1.4 | indirect |
| crates.io | anstyle | 1.0.14 | indirect |
| crates.io | async-tungstenite | 0.29.1 | indirect |
| crates.io | async_io_stream | 0.3.3 | indirect |
| crates.io | atomic-waker | 1.1.2 | indirect |
| crates.io | autocfg | 1.5.1 | indirect |
| crates.io | bitflags | 1.3.2 | indirect |
| crates.io | bitflags | 2.13.0 | indirect |
| crates.io | block-buffer | 0.10.4 | indirect |
| crates.io | bytes | 1.12.0 | indirect |
| crates.io | cc | 1.2.66 | indirect |
| crates.io | cfg-expr | 0.15.8 | indirect |
| crates.io | cfg-if | 1.0.4 | indirect |
| crates.io | clap_builder | 4.6.0 | indirect |
| crates.io | clap_derive | 4.6.1 | indirect |
| crates.io | clap_lex | 1.1.0 | indirect |
| crates.io | core-foundation | 0.10.1 | indirect |
| crates.io | core-foundation-sys | 0.8.7 | indirect |
| crates.io | cpufeatures | 0.2.17 | indirect |
| crates.io | crossbeam | 0.8.4 | indirect |
| crates.io | crossbeam-channel | 0.5.16 | indirect |
| crates.io | crossbeam-deque | 0.8.7 | indirect |
| crates.io | crossbeam-epoch | 0.9.20 | indirect |
| crates.io | crossbeam-queue | 0.3.13 | indirect |
| crates.io | crossbeam-utils | 0.8.22 | indirect |
| crates.io | crypto-common | 0.1.7 | indirect |
| crates.io | darling | 0.20.11 | indirect |
| crates.io | darling_core | 0.20.11 | indirect |
| crates.io | darling_macro | 0.20.11 | indirect |
| crates.io | data-encoding | 2.11.0 | indirect |
| crates.io | deranged | 0.5.8 | indirect |
| crates.io | derive_builder | 0.20.2 | indirect |
| crates.io | derive_builder_core | 0.20.2 | indirect |
| crates.io | derive_builder_macro | 0.20.2 | indirect |
| crates.io | digest | 0.10.7 | indirect |
| crates.io | dircpy | 0.3.20 | indirect |
| crates.io | displaydoc | 0.2.6 | indirect |
| crates.io | dotenv | 0.15.0 | indirect |
| crates.io | either | 1.16.0 | indirect |
| crates.io | equivalent | 1.0.2 | indirect |
| crates.io | errno | 0.3.14 | indirect |
| crates.io | fastrand | 2.4.1 | indirect |
| crates.io | find-msvc-tools | 0.1.9 | indirect |
| crates.io | fixedbitset | 0.5.7 | indirect |
| crates.io | flume | 0.11.1 | indirect |
| crates.io | fnv | 1.0.7 | indirect |
| crates.io | foldhash | 0.1.5 | indirect |
| crates.io | form_urlencoded | 1.2.2 | indirect |
| crates.io | futures | 0.3.32 | indirect |
| crates.io | futures-channel | 0.3.32 | indirect |
| crates.io | futures-core | 0.3.32 | indirect |
| crates.io | futures-executor | 0.3.32 | indirect |
| crates.io | futures-io | 0.3.32 | indirect |
| crates.io | futures-macro | 0.3.32 | indirect |
| crates.io | futures-sink | 0.3.32 | indirect |
| crates.io | futures-task | 0.3.32 | indirect |
| crates.io | futures-util | 0.3.32 | indirect |
| crates.io | generic-array | 0.14.7 | indirect |
| crates.io | hashbrown | 0.15.5 | indirect |
| crates.io | hashbrown | 0.17.1 | indirect |
| crates.io | heck | 0.5.0 | indirect |
| crates.io | hostname | 0.4.2 | indirect |
| crates.io | http | 1.4.2 | indirect |
| crates.io | httparse | 1.10.1 | indirect |
| crates.io | humantime | 2.4.0 | indirect |
| crates.io | icu_collections | 2.2.0 | indirect |
| crates.io | icu_locale_core | 2.2.0 | indirect |
| crates.io | icu_normalizer | 2.2.0 | indirect |
| crates.io | icu_normalizer_data | 2.2.0 | indirect |
| crates.io | icu_properties | 2.2.0 | indirect |
| crates.io | icu_properties_data | 2.2.0 | indirect |
| crates.io | icu_provider | 2.2.0 | indirect |
| crates.io | ident_case | 1.0.1 | indirect |
| crates.io | idna | 1.1.0 | indirect |
| crates.io | idna_adapter | 1.2.2 | indirect |
| crates.io | indexmap | 2.14.0 | indirect |
| crates.io | itertools | 0.14.0 | indirect |
| crates.io | itoa | 1.0.18 | indirect |
| crates.io | jobserver | 0.1.35 | indirect |
| crates.io | jwalk | 0.8.1 | indirect |
| crates.io | libc | 0.2.186 | indirect |
| crates.io | linux-raw-sys | 0.12.1 | indirect |
| crates.io | litemap | 0.8.2 | indirect |
| crates.io | lock_api | 0.4.14 | indirect |
| crates.io | memchr | 2.8.2 | indirect |
| crates.io | mio | 1.2.1 | indirect |
| crates.io | multimap | 0.10.1 | indirect |
| crates.io | num-conv | 0.2.2 | indirect |
| crates.io | num-modular | 0.6.4 | indirect |
| crates.io | num-order | 1.2.0 | indirect |
| crates.io | num-traits | 0.2.19 | indirect |
| crates.io | num_threads | 0.1.7 | indirect |
| crates.io | once_cell | 1.21.4 | indirect |
| crates.io | openssl-probe | 0.2.1 | indirect |
| crates.io | pbjson | 0.9.0 | indirect |
| crates.io | pbjson-build | 0.9.0 | indirect |
| crates.io | pbjson-types | 0.9.0 | indirect |
| crates.io | percent-encoding | 2.3.2 | indirect |
| crates.io | pest | 2.8.7 | indirect |
| crates.io | pest_derive | 2.8.7 | indirect |
| crates.io | pest_generator | 2.8.7 | indirect |
| crates.io | pest_meta | 2.8.7 | indirect |
| crates.io | petgraph | 0.8.3 | indirect |
| crates.io | pharos | 0.5.3 | indirect |
| crates.io | pin-project-lite | 0.2.17 | indirect |
| crates.io | pkg-config | 0.3.33 | indirect |
| crates.io | potential_utf | 0.1.5 | indirect |
| crates.io | powerfmt | 0.2.0 | indirect |
| crates.io | ppv-lite86 | 0.2.21 | indirect |
| crates.io | prettyplease | 0.2.37 | indirect |
| crates.io | proc-macro2 | 1.0.106 | indirect |
| crates.io | prost | 0.14.4 | indirect |
| crates.io | prost-build | 0.14.4 | indirect |
| crates.io | prost-derive | 0.14.4 | indirect |
| crates.io | prost-types | 0.14.4 | indirect |
| crates.io | quote | 1.0.46 | indirect |
| crates.io | r-efi | 5.3.0 | indirect |
| crates.io | r-efi | 6.0.0 | indirect |
| crates.io | rand | 0.9.4 | indirect |
| crates.io | rand_chacha | 0.9.0 | indirect |
| crates.io | rand_core | 0.9.5 | indirect |
| crates.io | rayon | 1.12.0 | indirect |
| crates.io | rayon-core | 1.13.0 | indirect |
| crates.io | regex | 1.12.4 | indirect |
| crates.io | regex-automata | 0.4.14 | indirect |
| crates.io | regex-syntax | 0.8.11 | indirect |
| crates.io | ring | 0.17.14 | indirect |
| crates.io | rustc_version | 0.4.1 | indirect |
| crates.io | rustix | 1.1.4 | indirect |
| crates.io | rustls-webpki | 0.102.8 | indirect |
| crates.io | rustls-webpki | 0.103.13 | indirect |
| crates.io | same-file | 1.0.6 | indirect |
| crates.io | schannel | 0.1.29 | indirect |
| crates.io | scopeguard | 1.2.0 | indirect |
| crates.io | security-framework | 3.7.0 | indirect |
| crates.io | security-framework-sys | 2.17.0 | indirect |
| crates.io | semver | 1.0.28 | indirect |
| crates.io | serde_core | 1.0.228 | indirect |
| crates.io | serde_derive | 1.0.228 | indirect |
| crates.io | serde_spanned | 0.6.9 | indirect |
| crates.io | serde_spanned | 1.1.1 | indirect |
| crates.io | sha1 | 0.10.6 | indirect |
| crates.io | shlex | 2.0.1 | indirect |
| crates.io | signal-hook-registry | 1.4.8 | indirect |
| crates.io | slab | 0.4.12 | indirect |
| crates.io | smallvec | 1.15.2 | indirect |
| crates.io | socket2 | 0.6.4 | indirect |
| crates.io | spin | 0.9.8 | indirect |
| crates.io | stable_deref_trait | 1.2.1 | indirect |
| crates.io | strsim | 0.11.1 | indirect |
| crates.io | subtle | 2.6.1 | indirect |
| crates.io | syn | 2.0.118 | indirect |
| crates.io | synstructure | 0.13.2 | indirect |
| crates.io | system-deps | 6.2.2 | indirect |
| crates.io | target-lexicon | 0.12.16 | indirect |
| crates.io | tempfile | 3.27.0 | indirect |
| crates.io | thiserror | 2.0.18 | indirect |
| crates.io | thiserror-impl | 2.0.18 | indirect |
| crates.io | time | 0.3.53 | indirect |
| crates.io | time-core | 0.1.9 | indirect |
| crates.io | time-macros | 0.2.31 | indirect |
| crates.io | tinystr | 0.8.3 | indirect |
| crates.io | tokio-macros | 2.7.0 | indirect |
| crates.io | tokio-rustls | 0.26.4 | indirect |
| crates.io | tokio-stream | 0.1.18 | indirect |
| crates.io | tokio-util | 0.7.18 | indirect |
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| crates.io | windows-sys | 0.52.0 | indirect |
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| crates.io | windows-targets | 0.52.6 | indirect |
| crates.io | windows_aarch64_gnullvm | 0.52.6 | indirect |
| crates.io | windows_aarch64_msvc | 0.52.6 | indirect |
| crates.io | windows_i686_gnu | 0.52.6 | indirect |
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| crates.io | windows_i686_msvc | 0.52.6 | indirect |
| crates.io | windows_x86_64_gnu | 0.52.6 | indirect |
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| crates.io | writeable | 0.6.3 | indirect |
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| crates.io | yoke-derive | 0.8.2 | indirect |
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| crates.io | zeroize | 1.9.0 | indirect |
| crates.io | zeromq-src | 0.2.6+4.3.4 | indirect |
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| crates.io | zerovec-derive | 0.11.3 | indirect |
| crates.io | zmij | 1.0.21 | indirect |
| crates.io | zmq-sys | 0.12.0 | indirect |
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"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "3 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 2",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "6 existing vulnerabilities detected",
"points": 3,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 52,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 73,
"inputs": {
"has_nix": true,
"has_tests": true,
"lockfiles": [
"Cargo.lock"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Rust (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, Nix, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, Nix, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 96,
"inputs": {
"primary_language": "Rust",
"largest_source_bytes": 69294,
"source_files_sampled": 15,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Rust (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Rust"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/15 source files over 60KB",
"points": 51.3,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 15,
"oversized": 1
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Could not fetch crates package 'chirpstack-mqtt-forwarder' from its registry"
],
"report_type": "repository",
"generated_at": "2026-07-17T12:25:31.821719Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/chirpstack/chirpstack-mqtt-forwarder.svg",
"full_name": "chirpstack/chirpstack-mqtt-forwarder",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.