Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 15:32 UTC

AgentDeskAI / browser-tools-mcp

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

TypeScript · JavaScriptMIT★ 7,319 stars⑂ 534 forkssince Feb 2025View on GitHub ↗
KindMCP serverCommand-line toolLibraryNetwork servicehow this is determined
#ai#anthropic#cursor#mcp#mcp-server

AgentDeskAI/browser-tools-mcp holds a health index of 65 out of 100, placing it in the Good band. It scores highest on Community & Adoption (72/100) and lowest on Security (48/100). It was last updated 33 days ago. A single contributor accounts for most of its recent work.

65
overall / 100
Good

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.

65
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 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

AgentDeskAIOrganization
102 followers5 public repossince Jan 2025

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npm@agentdeskai/browser-tools-mcp2.0.218,0261833 days agomcpmodel-context-protocolbrowsertoolsdebuggingaichromeextensionlighthousetelemetry
npm@agentdeskai/browser-tools-server2.0.21,3721133 days agobrowsertoolsdebuggingloggingscreenshotschromeextensionmcp

Metrics by category

Vitality

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

56Moderate · 21% of overall

Development activity

43Weak
How it's scored
18/36Push recency — last push 33 days ago
2.8/36Commit cadence — 4/52 weeks with commits
12.6/18Commit volume — 24 commits in the last year
10/10OpenSSF Scorecard: Maintained — 23 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year24
human_commit_share1
days_since_last_push33
active_weeks_last_year4

Release discipline

76Good
How it's scored
27/27Ships releases — 5 releases published
36/36Release recency — latest release 33 days ago
12.6/27Release cadence — a release every ~136 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count5
latest_release_tagv2.0.2
releases_from_tagsno
days_since_latest_release33
mean_days_between_releases136

Community & Adoption

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

72Good · 17% of overall

Popularity & adoption

91Excellent
How it's scored
60/60Stars — 7,319 stars
22.7/25Forks — 534 forks
8.2/15Watchers — 31 watchers
Inputs used
forks534
stars7,319
watchers31
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

72Good
How it's scored
57.2/80Monthly downloads — 19,398 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packages@agentdeskai/browser-tools-mcp, @agentdeskai/browser-tools-server
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads19,398
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?

56Moderate · 23% of overall

Maintainer resilience (bus factor)

27At Risk
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
5.7/22.5Commit distribution — top contributor authored 75% of commits
9.5/13.5Contributor breadth — 7 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled7
top_contributor_share0.748

Issue & PR responsiveness

58Moderate
How it's scored
41.5/42Issue resolution — 99% of issues closed
9.2/30PR acceptance — 15/49 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 2/28 approved changesets -- score normalized to 0
Inputs used
merged_prs15
open_issues2
closed_issues167
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.988
closed_unmerged_prs34
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

54Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
14.5/25Owner reach — 102 followers of AgentDeskAI
9/25Track record — 5 public repos, account ~1 yr old
Inputs used
followers102
owner_typeOrganization
is_verifiedno
owner_loginAgentDeskAI
public_repos5
account_age_days613

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm
35/35Publish recency — latest publish 33 days ago
20/20Version history — 18 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packages@agentdeskai/browser-tools-mcp, @agentdeskai/browser-tools-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish33

Engineering Quality

Are baseline engineering and documentation practices in place?

69Good · 19% of overall

Engineering practices

48Weak
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://agentdesk.ai/
10/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicsai, anthropic, cursor, mcp, mcp-server
has_wikiyes
homepagehttps://agentdesk.ai/
docs_sitehttps://agentdesk.ai/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

48Weak · 16% of overall

Security posture

35Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 2/28 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 23 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file 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
0/7.5Vulnerabilities — 10 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.5
Excluded from scoring (no data or not applicable): Packaging. 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_packages201
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:@agentdeskai/browser-tools-mcp@2.0.2 runtime dependency closure — what installing the published package pulls in — 201 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.

49Weak · 4% of overall

Agent context & guidance

28At Risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
27.7/40Legible commit history — 52 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.52
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

56Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — browser-tools-mcp/tsconfig.json
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 22 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configsbrowser-tools-mcp/tsconfig.json
agent_commit_share0.22
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/57 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes40,852
source_files_sampled57
oversized_source_files0

Machine-readable interfaces

20At Risk
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

7,319GitHub stars
7contributors
24commits, last 12 months
33days since last push
5releases
1bus factor
2open issues
npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 534 ⇿
0Stars
534Forks
4Releases

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.

0100200300400500600526172025-022025-112026-09
Major 1Minor 2Patch 1

Each point covers 2 days.

OpenSSF Scorecard 3.5 / 10
3.5aggregate

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 · 2026-09-15 15:32 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 2 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 2/28 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained23 commit(s) and 8 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities10 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
npm@modelcontextprotocol/sdk^1.30.0browser-tools-mcp/package.json
npmchrome-launcher^1.2.1browser-tools-mcp/package.json
npmexpress^5.2.1browser-tools-mcp/package.json
npmlighthouse^13.4.1browser-tools-mcp/package.json
npmws^8.21.1browser-tools-mcp/package.json
npmzod^4.4.3browser-tools-mcp/package.json
npm@agentdeskai/browser-tools-mcp^2.0.0browser-tools-server/package.json
All dependencies 354

Full resolved dependency set from the GitHub dependency graph: 16 direct and 338 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@agentdeskai/browser-tools-mcp2.0.0direct
npm@agentdeskai/browser-tools-mcp^2.0.0direct
npm@modelcontextprotocol/sdk1.30.0direct
npm@modelcontextprotocol/sdk^1.30.0direct
npmchrome-launcher1.2.1direct
npmchrome-launcher^1.2.1direct
npmexpress5.2.1direct
npmexpress^5.2.1direct
npmlighthouse13.4.1direct
npmlighthouse^13.4.1direct
npmws7.5.13direct
npmws8.21.1direct
npmws^8.21.1direct
npmzod3.25.76direct
npmzod4.4.3direct
npmzod^4.4.3direct
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npmintl-messageformat10.7.18indirect
npmip-address10.3.1indirect
npmipaddr.js1.9.1indirect
npmis-docker2.2.1indirect
npmis-fullwidth-code-point3.0.0indirect
npmis-promise4.0.0indirect
npmis-wsl2.2.0indirect
npmisexe2.0.0indirect
npmjose6.2.5indirect
npmjpeg-js0.4.4indirect
npmjs-library-detector6.7.0indirect
npmjs-tokens9.0.1indirect
npmjson-schema-traverse1.0.0indirect
npmjson-schema-typed8.0.2indirect
npmlegacy-javascript0.0.1indirect
npmlighthouse-logger2.0.2indirect
npmlighthouse-stack-packs1.12.3indirect
npmlodash-es4.18.1indirect
npmlookup-closest-locale6.2.0indirect
npmloupe3.2.1indirect
npmmagic-string0.30.21indirect
npmmarky1.3.0indirect
npmmath-intrinsics1.1.0indirect
npmmedia-typer1.1.1indirect
npmmerge-descriptors2.0.0indirect
npmmeriyah6.1.4indirect
npmmethods1.1.2indirect
npmmime2.6.0indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.2indirect
npmmitt3.0.1indirect
npmmodern-tar0.7.7indirect
npmmodule-details-from-path1.0.4indirect
npmms2.1.3indirect
npmnanoid3.3.18indirect
npmnegotiator1.0.0indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmopen8.4.2indirect
npmparseurl1.3.3indirect
npmpath-key3.1.1indirect
npmpath-to-regexp8.4.2indirect
npmpathe2.0.3indirect
npmpathval2.0.1indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpkce-challenge5.0.1indirect
npmplaywright1.62.1indirect
npmplaywright-core1.62.1indirect
npmpostcss8.5.25indirect
npmproxy-addr2.0.7indirect
npmpuppeteer-core25.4.0indirect
npmqs6.15.3indirect
npmrange-parser1.3.0indirect
npmraw-body3.0.2indirect
npmrequire-directory2.1.1indirect
npmrequire-from-string2.0.2indirect
npmrequire-in-the-middle8.0.1indirect
npmrobots-parser3.0.1indirect
npmrollup4.62.3indirect
npmrouter2.2.0indirect
npmsafer-buffer2.1.2indirect
npmsemifies1.0.0indirect
npmsend1.2.1indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsiginfo2.0.0indirect
npmsource-map0.6.1indirect
npmsource-map-js1.2.1indirect
npmspeedline-core1.4.3indirect
npmstackback0.0.2indirect
npmstatuses2.0.2indirect
npmstd-env3.10.0indirect
npmstring-width4.2.3indirect
npmstring-width7.2.0indirect
npmstring-width8.2.2indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.2.0indirect
npmstrip-literal3.1.0indirect
npmstubborn-fs2.0.0indirect
npmstubborn-utils1.0.2indirect
npmsuperagent10.3.0indirect
npmsupertest7.2.2indirect
npmthird-party-web0.29.2indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyspy4.0.4indirect
npmtldts-core7.4.9indirect
npmtldts-icann7.4.9indirect
npmtoidentifier1.0.1indirect
npmtslib2.8.1indirect
npmtype-fest4.41.0indirect
npmtype-is2.1.0indirect
npmtyped-query-selector2.12.2indirect
npmtypescript5.9.3indirect
npmundici-types6.21.0indirect
npmunpipe1.0.0indirect
npmvary1.1.2indirect
npmvite7.3.6indirect
npmvite-node3.2.4indirect
npmvitest3.2.7indirect
npmweb-features3.34.2indirect
npmwebdriver-bidi-protocol0.4.2indirect
npmwhen-exit2.1.5indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwrap-ansi7.0.0indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmxdg-basedir5.1.0indirect
npmy18n5.0.8indirect
npmyargs17.7.3indirect
npmyargs18.1.0indirect
npmyargs-parser21.1.1indirect
npmyargs-parser22.0.0indirect
npmzod-to-json-schema3.25.2indirect
Dependency advisories 0

Installing npm:@agentdeskai/browser-tools-mcp@2.0.2 pulls in 201 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.