Public recordGood
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 21:05 UTC
sammcj / mcp-devtools
A modular MCP server that provides commonly used developer tools for AI coding agents
sammcj/mcp-devtools holds a health index of 73 out of 100, placing it in the Good band. It scores highest on Vitality (93/100) and lowest on Community & Adoption (54/100). It was last updated today. A single contributor accounts for most of its recent work.
73
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.
73
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
SamPersonal account
447 followers334 public repossince Jun 2011@DigIO
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/sammcj/mcp-devtools | v0.59.79 | - | 278 | 2 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
93
Development activity
95Excellent
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 31.2/36 | Commit cadence — 45/52 weeks with commits |
| 18/18 | Commit volume — 250 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 250 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 45 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 100 releases published |
| 36/36 | Release recency — latest release 2 days ago |
| 27/27 | Release cadence — a release every ~2.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 100 |
| latest_release_tag | v0.59.79 |
| releases_from_tags | no |
| days_since_latest_release | 2 |
| mean_days_between_releases | 2.2 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
54
Popularity & adoption
51Moderate
How it's scored
| 35.6/60 | Stars — 157 stars |
| 11.3/25 | Forks — 24 forks |
| 4.3/15 | Watchers — 7 watchers |
Inputs used
| forks | 24 |
| stars | 157 |
| watchers | 7 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
57Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | 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 | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
68
Maintainer resilience (bus factor)
35At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.3/22.5 | Commit distribution — top contributor authored 72% of commits |
| 9.5/13.5 | Contributor breadth — 7 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0.721 |
How it's scored
| 41.4/46.8 | Issue resolution — 89% of issues closed |
| 30.9/38.3 | PR acceptance — 202/250 decided PRs merged |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 2/3 approved changesets -- score normalized to 6 |
Inputs used
| merged_prs | 202 |
| open_issues | 4 |
| closed_issues | 31 |
| issue_closed_ratio | 0.886 |
| closed_unmerged_prs | 48 |
Ownership & stewardship
68Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 19.1/25 | Owner reach — 447 followers of sammcj |
| 25/25 | Track record — 334 public repos, account ~15 yr old |
Inputs used
| followers | 447 |
| owner_type | User |
| is_verified | — |
| owner_login | sammcj |
| public_repos | 334 |
| account_age_days | 5,505 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 2 days ago |
| 20/20 | Version history — 278 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/sammcj/mcp-devtools |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 2 |
Engineering Quality
Are baseline engineering and documentation practices in place?
85
Engineering practices
82Good
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 18/20 | OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://smcleod.net |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 0/10 | Wiki |
Inputs used
| topics | agentic, ai, cline, coding, devtools, llm, mcp, sammcj |
| has_wiki | no |
| homepage | https://smcleod.net |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
59
Security posture
59Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.2/2.5 | CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 4.5/7.5 | Code-Review — Found 2/3 approved changesets -- score normalized to 6 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 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 |
| 7.5/7.5 | Maintained — 28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 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 | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.9 |
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.
86
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — .clinerules, .github/copilot-instructions.md, CLAUDE.md |
| 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 | .clinerules, .github/copilot-instructions.md, CLAUDE.md |
| agent_instruction_max_bytes | 20,599 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
98Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.8/55 | Manageable file sizes — 1/303 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 131,623 |
| source_files_sampled | 303 |
| oversized_source_files | 1 |
Machine-readable interfaces
60Moderate
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
Key facts
157GitHub stars
7contributors
250commits, last 12 months
0days since last push
100releases
1bus factor
4open issues
Gopackage ecosystems
More detail
OpenSSF Scorecard 5.9 / 10
5.9aggregate
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 |
| 1 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 9 | CI-Tests | 29 out of 30 merged PRs checked by a CI test -- score normalized to 9 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 6 | Code-Review | Found 2/3 approved changesets -- score normalized to 6 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 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 |
| 10 | Maintained | 28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 4 | Vulnerabilities | 6 existing vulnerabilities detected |
Direct dependencies 45
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/JohannesKaufmann/html-to-markdown/v2 | v2.5.2 | go.mod |
| Go | github.com/PuerkitoBio/goquery | v1.12.0 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.42.1 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.30 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/pricing | v1.42.9 | go.mod |
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | go.mod |
| Go | github.com/fatih/color | v1.19.0 | go.mod |
| Go | github.com/fsnotify/fsnotify | v1.10.1 | go.mod |
| Go | github.com/gofrs/flock | v0.13.0 | go.mod |
| Go | github.com/golang-jwt/jwt/v5 | v5.3.1 | go.mod |
| Go | github.com/google/go-github/v76 | v76.0.0 | go.mod |
| Go | github.com/google/shlex | v0.0.0-20191202100458-e7afc7fbc510 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/joho/godotenv | v1.5.1 | go.mod |
| Go | github.com/knights-analytics/hugot | v0.7.5 | go.mod |
| Go | github.com/mark3labs/mcp-go | v0.54.1 | go.mod |
| Go | github.com/openai/openai-go/v3 | v3.39.0 | go.mod |
| Go | github.com/pdfcpu/pdfcpu | v0.12.1 | go.mod |
| Go | github.com/philippgille/chromem-go | v0.7.0 | go.mod |
| Go | github.com/pkoukk/tiktoken-go | v0.1.8 | go.mod |
| Go | github.com/sahilm/fuzzy | v0.1.3 | go.mod |
| Go | github.com/sammcj/m2e | v0.0.27 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.4 | go.mod |
| Go | github.com/smacker/go-tree-sitter | v0.0.0-20240827094217-dd81d9e9be82 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/urfave/cli/v3 | v3.9.1 | go.mod |
| Go | github.com/xuri/excelize/v2 | v2.10.1 | go.mod |
| Go | go.lsp.dev/jsonrpc2 | v0.10.0 | go.mod |
| Go | go.lsp.dev/protocol | v0.12.0 | go.mod |
| Go | go.lsp.dev/uri | v0.3.0 | go.mod |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.69.0 | go.mod |
| Go | go.opentelemetry.io/otel | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | golang.org/x/text | v0.37.0 | go.mod |
| Go | golang.org/x/time | v0.15.0 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
All dependencies 127
Full resolved dependency set from the GitHub dependency graph: 45 direct and 82 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/aws/aws-sdk-go-v2 | v1.42.1 | direct |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.30 | direct |
| Go | github.com/aws/aws-sdk-go-v2/service/pricing | v1.42.9 | direct |
| Go | github.com/bmatcuk/doublestar/v4 | v4.10.0 | direct |
| Go | github.com/fatih/color | v1.19.0 | direct |
| Go | github.com/fsnotify/fsnotify | v1.10.1 | direct |
| Go | github.com/gofrs/flock | v0.13.0 | direct |
| Go | github.com/golang-jwt/jwt/v5 | v5.3.1 | direct |
| Go | github.com/google/go-github/v76 | v76.0.0 | direct |
| Go | github.com/google/shlex | v0.0.0-20191202100458-e7afc7fbc510 | direct |
| Go | github.com/google/uuid | v1.6.0 | direct |
| Go | github.com/johanneskaufmann/html-to-markdown/v2 | v2.5.2 | direct |
| Go | github.com/joho/godotenv | v1.5.1 | direct |
| Go | github.com/knights-analytics/hugot | v0.7.5 | direct |
| Go | github.com/mark3labs/mcp-go | v0.54.1 | direct |
| Go | github.com/openai/openai-go/v3 | v3.39.0 | direct |
| Go | github.com/pdfcpu/pdfcpu | v0.12.1 | direct |
| Go | github.com/philippgille/chromem-go | v0.7.0 | direct |
| Go | github.com/pkoukk/tiktoken-go | v0.1.8 | direct |
| Go | github.com/puerkitobio/goquery | v1.12.0 | direct |
| Go | github.com/sahilm/fuzzy | v0.1.3 | direct |
| Go | github.com/sammcj/m2e | v0.0.27 | direct |
| Go | github.com/sirupsen/logrus | v1.9.4 | direct |
| Go | github.com/smacker/go-tree-sitter | v0.0.0-20240827094217-dd81d9e9be82 | direct |
| Go | github.com/stretchr/testify | v1.11.1 | direct |
| Go | github.com/urfave/cli/v3 | v3.9.1 | direct |
| Go | github.com/xuri/excelize/v2 | v2.10.1 | direct |
| Go | go.lsp.dev/jsonrpc2 | v0.10.0 | direct |
| Go | go.lsp.dev/protocol | v0.12.0 | direct |
| Go | go.lsp.dev/uri | v0.3.0 | direct |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.69.0 | direct |
| Go | go.opentelemetry.io/otel | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | direct |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | direct |
| Go | golang.org/x/oauth2 | v0.36.0 | direct |
| Go | golang.org/x/text | v0.37.0 | direct |
| Go | golang.org/x/time | v0.15.0 | direct |
| Go | gopkg.in/yaml.v3 | v3.0.1 | direct |
| Go | github.com/alecthomas/chroma/v2 | v2.26.1 | indirect |
| Go | github.com/andybalholm/cascadia | v1.3.4 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.29 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/feature/ec2/imds | v1.18.30 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | v1.4.30 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | v2.7.30 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/v4a | v1.4.31 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | v1.13.13 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | v1.13.30 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/signin | v1.4.1 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/sso | v1.32.1 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/ssooidc | v1.37.1 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.44.1 | indirect |
| Go | github.com/aws/smithy-go | v1.27.3 | indirect |
| Go | github.com/cenkalti/backoff/v5 | v5.0.3 | indirect |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/clipperhouse/uax29/v2 | v2.7.0 | indirect |
| Go | github.com/daulet/tokenizers | v1.27.0 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | indirect |
| Go | github.com/dlclark/regexp2 | v1.12.0 | indirect |
| Go | github.com/dlclark/regexp2/v2 | v2.2.1 | indirect |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirect |
| Go | github.com/felixge/httpsnoop | v1.0.4 | indirect |
| Go | github.com/go-errors/errors | v1.5.1 | indirect |
| Go | github.com/go-logr/logr | v1.4.3 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/gomlx/exceptions | v0.0.3 | indirect |
| Go | github.com/gomlx/go-huggingface | v0.3.5 | indirect |
| Go | github.com/gomlx/go-xla | v0.2.2 | indirect |
| Go | github.com/gomlx/gomlx | v0.27.3 | indirect |
| Go | github.com/gomlx/onnx-gomlx | v0.4.2 | indirect |
| Go | github.com/google/go-querystring | v1.2.0 | indirect |
| Go | github.com/google/jsonschema-go | v0.4.3 | indirect |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.29.0 | indirect |
| Go | github.com/hhrutter/lzw | v1.0.0 | indirect |
| Go | github.com/hhrutter/pkcs7 | v0.2.2 | indirect |
| Go | github.com/hhrutter/tiff | v1.0.3 | indirect |
| Go | github.com/johanneskaufmann/dom | v0.3.1 | indirect |
| Go | github.com/knights-analytics/ortgenai | v0.3.1 | indirect |
| Go | github.com/martinlindhe/unit | v0.0.0-20230420213220-4adfd7d0a0d6 | indirect |
| Go | github.com/mattn/go-colorable | v0.1.15 | indirect |
| Go | github.com/mattn/go-isatty | v0.0.22 | indirect |
| Go | github.com/mattn/go-runewidth | v0.0.24 | indirect |
| Go | github.com/neurosnap/sentences | v1.1.2 | indirect |
| Go | github.com/pkg/errors | v0.9.1 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | indirect |
| Go | github.com/richardlehane/mscfb | v1.0.7 | indirect |
| Go | github.com/richardlehane/msoleps | v1.0.6 | indirect |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | indirect |
| Go | github.com/segmentio/asm | v1.2.1 | indirect |
| Go | github.com/segmentio/encoding | v0.5.4 | indirect |
| Go | github.com/spf13/cast | v1.10.0 | indirect |
| Go | github.com/tidwall/gjson | v1.19.0 | indirect |
| Go | github.com/tidwall/match | v1.2.0 | indirect |
| Go | github.com/tidwall/pretty | v1.2.1 | indirect |
| Go | github.com/tidwall/sjson | v1.2.5 | indirect |
| Go | github.com/tiendc/go-deepcopy | v1.7.2 | indirect |
| Go | github.com/viant/afs | v1.30.0 | indirect |
| Go | github.com/x448/float16 | v0.8.4 | indirect |
| Go | github.com/xuri/efp | v0.0.1 | indirect |
| Go | github.com/xuri/nfp | v0.0.2-0.20250530014748-2ddeb826f9a9 | indirect |
| Go | github.com/yalue/onnxruntime_go | v1.31.0 | indirect |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | indirect |
| Go | go.lsp.dev/pkg | v0.0.0-20210717090340-384b27a52fb2 | indirect |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirect |
| Go | go.opentelemetry.io/proto/otlp | v1.10.0 | indirect |
| Go | go.uber.org/multierr | v1.11.0 | indirect |
| Go | go.uber.org/zap | v1.28.0 | indirect |
| Go | golang.org/x/crypto | v0.52.0 | indirect |
| Go | golang.org/x/exp | v0.0.0-20260603202125-055de637280b | indirect |
| Go | golang.org/x/image | v0.41.0 | indirect |
| Go | golang.org/x/net | v0.55.0 | indirect |
| Go | golang.org/x/sync | v0.20.0 | indirect |
| Go | golang.org/x/sys | v0.45.0 | indirect |
| Go | golang.org/x/term | v0.43.0 | indirect |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260526163538-3dc84a4a5aaa | indirect |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260526163538-3dc84a4a5aaa | indirect |
| Go | google.golang.org/grpc | v1.81.1 | indirect |
| Go | google.golang.org/protobuf | v1.36.11 | indirect |
| Go | gopkg.in/yaml.v2 | v2.4.0 | indirect |
| Go | k8s.io/klog/v2 | v2.140.0 | indirect |
| PyPI | docling | — | indirect |
Raw JSON report machine-readable
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"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
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"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 54,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "moderate",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"forks": 24,
"stars": 157,
"watchers": 7,
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"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "157 stars",
"points": 35.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 157
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "24 forks",
"points": 11.3,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 24
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "7 watchers",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 7
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
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"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
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}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 68,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 7,
"top_contributor_share": 0.721
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 72% of commits",
"points": 6.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 72
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "7 contributors",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 7
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"merged_prs": 202,
"open_issues": 4,
"closed_issues": 31,
"issue_closed_ratio": 0.886,
"closed_unmerged_prs": 48
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "89% of issues closed",
"points": 41.4,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 89
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "202/250 decided PRs merged",
"points": 30.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 202,
"decided": 250
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}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 2/3 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "moderate",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 68,
"inputs": {
"followers": 447,
"owner_type": "User",
"is_verified": null,
"owner_login": "sammcj",
"public_repos": 334,
"account_age_days": 5505
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "447 followers of sammcj",
"points": 19.1,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 447,
"login": "sammcj"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "334 public repos, account ~15 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 334
}
},
{
"code": "account_age_years",
"params": {
"years": 15
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/sammcj/mcp-devtools"
],
"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 2
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 2 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 2
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "278 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 278
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 85,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": ".golangci.yml",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
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}
],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 18,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
"agentic",
"ai",
"cline",
"coding",
"devtools",
"llm",
"mcp",
"sammcj"
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"has_wiki": false,
"homepage": "https://smcleod.net",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://smcleod.net",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
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}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 59,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.9
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/3 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"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": "28 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 4,
"status": "partial",
"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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": 4
},
"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": "excellent",
"name": "AI Readiness",
"value": 86,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
".clinerules",
".github/copilot-instructions.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 20599
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".clinerules, .github/copilot-instructions.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".clinerules, .github/copilot-instructions.md, CLAUDE.md"
}
}
],
"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": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 98,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"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": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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},
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},
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},
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{
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],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T21:05:30.354423Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sammcj/mcp-devtools.svg",
"full_name": "sammcj/mcp-devtools",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.