Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-09 22:51 UTC

bvisible / mcp-ssh-manager

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

JavaScript · ShellMIT★ 476 stars⑂ 65 forkssince Aug 2025View on GitHub ↗
KindLibraryCommand-line toolMCP serverhow this is determined
#anthropic#automation#backup#claude-code#database#deployment#devops#erpnext#frappe#mcp#mcp-server#model-context-protocol#monitoring#openai-codex#remote-server#ssh#ssh-manager#ssh-mcp#toml#mcp-ssh

bvisible/mcp-ssh-manager holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (94/100) and lowest on Sustainability & Governance (62/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

90
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.

90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

Jérémy ChristillinPersonal account
20 followers120 public repossince Mar 2017neoservice

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmmcp-ssh-manager3.8.54,6592912 days agomcpsshmcp-sshssh-mcpmodel-context-protocol-sshmcp-servermcp-server-sshclaude-codeclaude-sshclaude-code-sshopenai-codexcodexmodel-context-protocolremote-serverssh-managerssh-manager-mcpremote-sshssh-automationdeploymentdevopsautomationbackuprestorehealth-monitoringdatabasemysqlpostgresqlmongodbprofileshooksaliasestomlai-assistantai-toolsllm-tools

Metrics by category

Vitality

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

86Excellent · 21% of overall

Development activity

83Excellent
How it's scored
36/36Push recency — last push 2 days ago
19.4/36Commit cadence — 28/52 weeks with commits
18/18Commit volume — 126 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year126
human_commit_share0.97
days_since_last_push2
active_weeks_last_year28

Release discipline

90Excellent
How it's scored
27/27Ships releases — 27 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~6.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count27
latest_release_tagv3.8.5
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases6.6

Community & Adoption

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

64Moderate · 17% of overall

Popularity & adoption

60Moderate
How it's scored
43.4/60Stars — 476 stars
15.1/25Forks — 65 forks
1.7/15Watchers — 3 watchers
Inputs used
forks65
stars476
watchers3
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_badges8
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

61Moderate
How it's scored
48.9/80Monthly downloads — 4,659 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesmcp-ssh-manager
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads4,659
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

62Moderate · 23% of overall

Maintainer resilience (bus factor)

30At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
4.3/22.5Commit distribution — top contributor authored 81% of commits
13.5/13.5Contributor breadth — 16 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled16
top_contributor_share0.811

Issue & PR responsiveness

75Good
How it's scored
35.3/42Issue resolution — 84% of issues closed
24.9/30PR acceptance — 34/41 decided PRs merged
13/13Newcomer PR acceptance — 3/3 first-time contributors' PRs merged in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 3/26 approved changesets -- score normalized to 1
Inputs used
merged_prs34
open_issues4
closed_issues21
prs_merged_7d0
prs_decided_7d0
prs_merged_30d4
prs_decided_30d4
issue_closed_ratio0.84
closed_unmerged_prs7
first_time_authors_30d3
first_time_prs_merged_30d3
first_time_prs_decided_30d3

Ownership & stewardship

56Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
9.5/25Owner reach — 20 followers of bvisible
25/25Track record — 120 public repos, account ~9 yr old
Inputs used
followers20
owner_typeUser
is_verified—
owner_loginbvisible
public_repos120
account_age_days3,451
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 12 days ago
20/20Version history — 29 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesmcp-ssh-manager
ecosystemsnpm
any_deprecatedno
min_days_since_publish12

Engineering Quality

Are baseline engineering and documentation practices in place?

94Exceptional · 19% of overall

Engineering practices

90Excellent
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.json, .flake8, pyproject.toml ([tool.black], [tool.isort])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
16/20OpenSSF Scorecard: CI-Tests — 6 out of 7 merged PRs checked by a CI test -- score normalized to 8
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.npmjs.com/package/mcp-ssh-manager
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsanthropic, automation, backup, claude-code, database, deployment, devops, erpnext, frappe, mcp, mcp-server, model-context-protocol, monitoring, openai-codex, remote-server, ssh, ssh-manager, ssh-mcp, toml, mcp-ssh
has_wikiyes
homepagehttps://www.npmjs.com/package/mcp-ssh-manager
docs_sitehttps://www.npmjs.com/package/mcp-ssh-manager
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

74Good · 16% of overall

Security posture

68Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2/2.5CI-Tests — 6 out of 7 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/26 approved changesets -- score normalized to 1
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 5 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.8
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages104
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:mcp-ssh-manager@3.8.5 runtime dependency closure — what installing the published package pulls in — 104 packages. 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.

81Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 93 of 97 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.959
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes12,409

Verify loop (build / test / typecheck)

72Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — .eslintrc.json, .flake8, pyproject.toml ([tool.black], [tool.isort])
11/11Static type checking — tsconfig.json
10/10Reproducible environment — lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 3 of the last 100 commits are automated dependency updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0.03

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — JavaScript with type-check config (tsconfig.json)
53.9/55Manageable file sizes — 1/52 source files over 60KB
Inputs used
primary_languageJavaScript
largest_source_bytes173,313
source_files_sampled52
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

476GitHub stars
16contributors
126commits, last 12 months
2days since last push
27releases
1bus factor
4open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 65 ⇿
0Stars
65Forks
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.

01325385063756532025-112026-042026-09
Major 0Minor 8Patch 19
OpenSSF Scorecard 6.8 / 10
6.8aggregate

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 · 2026-09-09 22:51 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
8CI-Tests6 out of 7 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/26 approved changesets -- score normalized to 1
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
4Vulnerabilities6 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
npm@iarna/toml^2.2.5package.json
npm@modelcontextprotocol/sdk^1.30.0package.json
npmdotenv^16.4.5package.json
npmssh2^1.17.0package.json
npmzod^4.4.3package.json
All dependencies 239

Full resolved dependency set from the GitHub dependency graph: 5 direct and 234 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@iarna/toml2.2.5direct
npm@modelcontextprotocol/sdk1.30.0direct
npmdotenv16.6.1direct
npmssh21.17.0direct
npmzod4.4.3direct
npm@emnapi/core1.11.2indirect
npm@emnapi/runtime1.11.2indirect
npm@emnapi/wasi-threads1.2.2indirect
npm@eslint-community/eslint-utils4.10.1indirect
npm@eslint-community/regexpp4.12.2indirect
npm@eslint/eslintrc2.1.4indirect
npm@eslint/js8.57.1indirect
npm@hono/node-server2.1.1indirect
npm@humanwhocodes/config-array0.13.0indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/object-schema2.0.3indirect
npm@napi-rs/wasm-runtime1.2.3indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
npm@oxc-resolver/binding-android-arm-eabi11.24.2indirect
npm@oxc-resolver/binding-android-arm6411.24.2indirect
npm@oxc-resolver/binding-darwin-arm6411.24.2indirect
npm@oxc-resolver/binding-darwin-x6411.24.2indirect
npm@oxc-resolver/binding-freebsd-x6411.24.2indirect
npm@oxc-resolver/binding-linux-arm-gnueabihf11.24.2indirect
npm@oxc-resolver/binding-linux-arm-musleabihf11.24.2indirect
npm@oxc-resolver/binding-linux-arm64-gnu11.24.2indirect
npm@oxc-resolver/binding-linux-arm64-musl11.24.2indirect
npm@oxc-resolver/binding-linux-ppc64-gnu11.24.2indirect
npm@oxc-resolver/binding-linux-riscv64-gnu11.24.2indirect
npm@oxc-resolver/binding-linux-riscv64-musl11.24.2indirect
npm@oxc-resolver/binding-linux-s390x-gnu11.24.2indirect
npm@oxc-resolver/binding-linux-x64-gnu11.24.2indirect
npm@oxc-resolver/binding-linux-x64-musl11.24.2indirect
npm@oxc-resolver/binding-openharmony-arm6411.24.2indirect
npm@oxc-resolver/binding-wasm32-wasi11.24.2indirect
npm@oxc-resolver/binding-win32-arm64-msvc11.24.2indirect
npm@oxc-resolver/binding-win32-x64-msvc11.24.2indirect
npm@tybys/wasm-util0.10.3indirect
npm@types/node26.3.0indirect
npm@ungap/structured-clone1.3.3indirect
npmaccepts2.0.0indirect
npmacorn8.18.0indirect
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npmajv6.15.0indirect
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npmvary1.1.2indirect
npmwalk-up-path4.0.0indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmwrappy1.0.2indirect
npmyaml2.9.0indirect
npmyocto-queue0.1.0indirect
npmzod-to-json-schema3.25.2indirect
Dependency advisories 0

Installing npm:mcp-ssh-manager@3.8.5 pulls in 104 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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.

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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 — npm.