Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 07:55 UTC

lordmathis / llamactl

Unified management and routing for llama.cpp, MLX and vLLM models with web dashboard.

Go · TypeScriptMIT★ 152 stars⑂ 32 forkssince Jul 2025View on GitHub ↗
KindNetwork serviceWeb interfaceLibraryhow this is determined
#llama-cpp#llama-server#llamacpp#llm#llm-inference#openai-api#localllama#localllm#self-hosted#mlx#mlx-lm#llm-router#vllm

lordmathis/llamactl holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Vitality (94/100) and lowest on Sustainability & Governance (49/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

81
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

81
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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.

The weighted overall 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

Matúš NámešnýPersonal account
24 followers24 public repossince Jan 2015

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

94Exceptional · 21% of overall

Development activity

96Exceptional
How it's scored
36/36Push recency — last push 2 days ago
31.8/36Commit cadence — 46/52 weeks with commits
18/18Commit volume — 676 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year676
human_commit_share0.67
days_since_last_push2
active_weeks_last_year46

Release discipline

90Excellent
How it's scored
27/27Ships releases — 39 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~21.9 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count39
latest_release_tagv0.21.2
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases21.9

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

58Moderate · 17% of overall

Popularity & adoption

48Weak
How it's scored
35.3/60Stars — 152 stars
12.4/25Forks — 32 forks
0/15Watchers — 2 watchers
Inputs used
forks32
stars152
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges4
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

49Weak · 23% of overall

Maintainer resilience (bus factor)

18Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.5/22.5Commit distribution — top contributor authored 98% of commits
8.1/13.5Contributor breadth — 6 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled6
top_contributor_share0.979

Issue & PR responsiveness

83Excellent
How it's scored
37.5/42Issue resolution — 89% of issues closed
25.4/30PR acceptance — 194/229 decided PRs merged
13/13Newcomer PR acceptance — 2/2 first-time contributors' PRs merged in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 2/4 approved changesets -- score normalized to 5
Inputs used
merged_prs194
open_issues3
closed_issues25
prs_merged_7d1
prs_decided_7d1
prs_merged_30d2
prs_decided_30d2
issue_closed_ratio0.893
closed_unmerged_prs35
first_time_authors_30d2
first_time_prs_merged_30d2
first_time_prs_decided_30d2

Ownership & stewardship

53Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
10.1/25Owner reach — 24 followers of lordmathis
22.2/25Track record — 24 public repos, account ~11 yr old
Inputs used
followers24
owner_typeUser
is_verified—
owner_loginlordmathis
public_repos24
account_age_days4,251
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — biome.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://llamactl.org/
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsllama-cpp, llama-server, llamacpp, llm, llm-inference, openai-api, localllama, localllm, self-hosted, mlx, mlx-lm, llm-router, vllm
has_wikino
homepagehttp://llamactl.org/
docs_sitehttp://llamactl.org/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

60Moderate · 16% of overall

Security posture

53Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 2/4 approved changesets -- score normalized to 5
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.3
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.

Dependency advisories

89Excellent
How it's scored
26.6/35Direct dependencies free of known advisories — 1 affected: golang.org/x/crypto v0.57.0 (unknown)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories10
affected_packages5
assessed_packages326
unassessed_packages1
affected_by_severityhigh 1, moderate 1, unknown 3
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 326 resolved dependencies against OSV. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

64Moderate · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 51 of 67 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.761
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

77Good
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
11/11Lint / format config — biome.json
11/11Static type checking — webui/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 33 of the last 100 commits are automated dependency updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configswebui/tsconfig.json
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0.33

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
54.7/55Manageable file sizes — 1/167 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes99,448
source_files_sampled167
oversized_source_files1

Machine-readable interfaces

40Weak
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — docs/swagger.json, docs/swagger.yaml
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalno
api_schema_filesdocs/swagger.json, docs/swagger.yaml
interfaces_expected_ofnetwork-service

Key facts

152GitHub stars
6contributors
676commits, last 12 months
2days since last push
39releases
1bus factor
3open issues
Go, npmpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch npm package 'llamactl-ui' from its registry

More detail

Star and fork history 0 ★ / 32 ⇿
0Stars
32Forks
27Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

01325383232025-092026-032026-09
Major 0Minor 14Patch 13
OpenSSF Scorecard 5.3 / 10
5.3aggregate

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).Scorecard v5.5.0 · 2026-09-20 07:54 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 2/4 approved changesets -- score normalized to 5
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
Direct dependencies 28
RegistryPackageVersion constraintManifest
Gogithub.com/DeRuina/timberjackv1.4.0go.mod
Gogithub.com/go-chi/chi/v5v5.3.0go.mod
Gogithub.com/go-chi/corsv1.2.2go.mod
Gogithub.com/golang-migrate/migrate/v4v4.20.1go.mod
Gogithub.com/mattn/go-sqlite3v1.14.24go.mod
Gogithub.com/swaggo/http-swaggerv1.3.4go.mod
Gogithub.com/swaggo/swagv1.16.5go.mod
Gogolang.org/x/cryptov0.57.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
npm@radix-ui/react-checkbox^1.3.3webui/package.json
npm@radix-ui/react-dialog^1.1.15webui/package.json
npm@radix-ui/react-label^2.1.8webui/package.json
npm@radix-ui/react-radio-group^1.4.1webui/package.json
npm@radix-ui/react-slot^1.3.0webui/package.json
npm@radix-ui/react-tabs^1.1.13webui/package.json
npm@radix-ui/react-tooltip^1.2.8webui/package.json
npm@tailwindcss/vite^4.3.0webui/package.json
npmclass-variance-authority^0.7.1webui/package.json
npmclsx^2.1.1webui/package.json
npmdate-fns^4.4.0webui/package.json
npmlucide-react^1.46.0webui/package.json
npmradix-ui^1.6.0webui/package.json
npmreact^19.3.0webui/package.json
npmreact-dom^19.3.0webui/package.json
npmsonner^2.0.7webui/package.json
npmtailwind-merge^3.7.0webui/package.json
npmtailwindcss^4.2.2webui/package.json
npmzod^4.6.5webui/package.json
All dependencies 327

Full resolved dependency set from the GitHub dependency graph: 28 direct and 299 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@testing-library/user-event14.6.1indirect
npm@tybys/wasm-util0.10.2indirect
npm@types/aria-query5.0.4indirect
npm@types/chai5.2.3indirect
npm@types/deep-eql4.0.2indirect
npm@types/estree1.0.9indirect
npm@types/node26.5.1indirect
npm@types/react19.3.0indirect
npm@types/react-dom19.3.0indirect
npm@typescript/typescript-aix-ppc647.0.2indirect
npm@typescript/typescript-darwin-arm647.0.2indirect
npm@typescript/typescript-darwin-x647.0.2indirect
npm@typescript/typescript-freebsd-arm647.0.2indirect
npm@typescript/typescript-freebsd-x647.0.2indirect
npm@typescript/typescript-linux-arm7.0.2indirect
npm@typescript/typescript-linux-arm647.0.2indirect
npm@typescript/typescript-linux-loong647.0.2indirect
npm@typescript/typescript-linux-mips64el7.0.2indirect
npm@typescript/typescript-linux-ppc647.0.2indirect
npm@typescript/typescript-linux-riscv647.0.2indirect
npm@typescript/typescript-linux-s390x7.0.2indirect
npm@typescript/typescript-linux-x647.0.2indirect
npm@typescript/typescript-netbsd-arm647.0.2indirect
npm@typescript/typescript-netbsd-x647.0.2indirect
npm@typescript/typescript-openbsd-arm647.0.2indirect
npm@typescript/typescript-openbsd-x647.0.2indirect
npm@typescript/typescript-sunos-x647.0.2indirect
npm@typescript/typescript-win32-arm647.0.2indirect
npm@typescript/typescript-win32-x647.0.2indirect
npm@vitejs/plugin-react6.1.0indirect
npm@vitest/mocker5.0.0indirect
npm@vitest/pretty-format5.0.0indirect
npm@vitest/spy5.0.0indirect
npm@vitest/ui5.0.0indirect
npm@vitest/utils5.0.0indirect
npmansi-regex5.0.1indirect
npmansi-styles5.2.0indirect
npmaria-hidden1.2.6indirect
npmaria-query5.3.0indirect
npmassertion-error2.0.1indirect
npmbidi-js1.0.3indirect
npmchai6.2.2indirect
npmconvert-source-map2.0.0indirect
npmcss-tree3.2.1indirect
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npmcsstype3.2.3indirect
npmdata-urls7.0.0indirect
npmdecimal.js10.6.0indirect
npmdequal2.0.3indirect
npmdetect-libc2.1.2indirect
npmdetect-node-es1.1.0indirect
npmdom-accessibility-api0.5.16indirect
npmdom-accessibility-api0.6.3indirect
npmenhanced-resolve5.24.5indirect
npmentities8.0.0indirect
npmes-module-lexer2.3.2indirect
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npmexpect-type1.4.0indirect
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npmfflate0.8.3indirect
npmflatted3.4.4indirect
npmfsevents2.3.3indirect
npmget-nonce1.0.1indirect
npmgraceful-fs4.2.11indirect
npmhtml-encoding-sniffer6.0.0indirect
npmindent-string4.0.0indirect
npmis-potential-custom-element-name1.0.1indirect
npmjiti2.7.0indirect
npmjs-tokens4.0.0indirect
npmjsdom30.0.1indirect
npmlightningcss1.32.0indirect
npmlightningcss1.33.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-android-arm641.33.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-arm641.33.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-darwin-x641.33.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-freebsd-x641.33.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.33.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-gnu1.33.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-arm64-musl1.33.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-gnu1.33.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-linux-x64-musl1.33.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-arm64-msvc1.33.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.33.0indirect
npmlru-cache11.5.2indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmagic-string1.3.1indirect
npmmdn-data2.27.1indirect
npmmin-indent1.0.1indirect
npmmrmime2.0.1indirect
npmnanoid3.3.19indirect
npmobug2.1.4indirect
npmparse58.0.1indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.7indirect
npmpostcss8.5.28indirect
npmpretty-format27.5.1indirect
npmpunycode2.3.1indirect
npmreact-is17.0.2indirect
npmreact-remove-scroll2.7.2indirect
npmreact-remove-scroll-bar2.3.8indirect
npmreact-style-singleton2.2.3indirect
npmredent3.0.0indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.2.8indirect
npmsaxes6.0.0indirect
npmscheduler0.28.0indirect
npmsiginfo2.0.0indirect
npmsirv3.0.2indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env4.2.0indirect
npmstrip-indent3.0.0indirect
npmsymbol-tree3.2.4indirect
npmtapable2.3.3indirect
npmtinybench6.1.4indirect
npmtinyexec1.3.0indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmtldts7.4.10indirect
npmtldts-core7.4.10indirect
npmtotalist3.0.1indirect
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npmtr466.0.0indirect
npmtslib2.8.1indirect
npmtw-animate-css1.4.0indirect
npmtypescript7.0.2indirect
npmundici8.9.0indirect
npmundici-types8.9.0indirect
npmuse-callback-ref1.3.3indirect
npmuse-sidecar1.1.3indirect
npmvite8.3.0indirect
npmvitest5.0.0indirect
npmw3c-xmlserializer5.0.0indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url17.1.0indirect
npmwhy-is-node-running2.3.0indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
PyPIessentials-openapi1.3.0indirect
PyPImike2.1.3indirect
PyPImkdocs1.6.1indirect
PyPImkdocs-git-revision-date-localized-plugin1.4.7indirect
PyPImkdocs-material9.6.22indirect
PyPIneoteroi-mkdocs1.1.3indirect
PyPIpygments—indirect
PyPIpymdown-extensions10.21.3indirect
Dependency advisories 5

This repository publishes no package the index resolves, so its own dependency graph was assessed — 326 packages, which also include development and test pins that never ship: 5 carry known advisories, of which 1 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
pymdown-extensions10.21.3indirecthigh411.0.1
mkdocs-material9.6.22indirectmoderate29.7.7
golang.org/x/cryptov0.57.0directunknown1—
github.com/klauspost/compressv1.17.11indirectunknown11.18.7
golang.org/x/modv0.36.0indirectunknown21.27.0-rc.3

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

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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 v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.