Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-28 03:28 UTC

firecrawl / firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

TypeScript · JavaScriptMIT★ 7,332 stars⑂ 865 forkssince Dec 2024View on GitHub ↗
KindMCP serverCommand-line toolLibraryhow this is determined

firecrawl/firecrawl-mcp-server holds a health index of 89 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (89/100) and lowest on Security (50/100). It was last updated today. 3 contributors account for most of its recent work.

89
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.

89
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 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

FirecrawlOrganization
3,482 followers109 public repossince May 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmfirecrawl-mcp3.24.0492,65210715 days agomcpfirecrawlweb-searchweb-dataweb-interactionresearchpaper-searchliterature-searchbiomedicalpubmedarxiv

Metrics by category

Vitality

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

86Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
27/36Commit cadence39/52 weeks with commits
18/18Commit volume277 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year277
human_commit_share1
days_since_last_push0
active_weeks_last_year39
How it's scored
27/27Ships releases16 releases published
16.2/36Release recencylatest release 335 days ago
27/27Release cadencea release every ~25.3 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count16
latest_release_tagv3.2.1
releases_from_tagsno
days_since_latest_release335
mean_days_between_releases25.3
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

78Good · 17% of overall
How it's scored
60/60Stars7,332 stars
24.5/25Forks865 forks
8.8/15Watchers40 watchers
Inputs used
forks865
stars7,332
watchers40
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized 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_badges2
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno
How it's scored
75.9/80Monthly downloads492,652 downloads/month across npm
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesfirecrawl-mcp
dependents
ecosystemsnpm
total_downloads
monthly_downloads492,652
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?

72Good · 23% of overall
How it's scored
36/54Bus factor3 contributor(s) cover half of all commits
15.9/22.5Commit distributiontop contributor authored 29% of commits
13.5/13.5Contributor breadth26 contributors
10/10OpenSSF Scorecard: Contributorsproject has 9 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled26
top_contributor_share0.292
How it's scored
11.3/42Issue resolution27% of issues closed
23/30PR acceptance127/166 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
6/15OpenSSF Scorecard: Code-ReviewFound 6/13 approved changesets -- score normalized to 4
Inputs used
merged_prs127
open_issues82
closed_issues30
prs_merged_7d6
prs_decided_7d8
prs_merged_30d20
prs_decided_30d24
issue_closed_ratio0.268
closed_unmerged_prs39
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.
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domain
25/25Owner reach3,482 followers of firecrawl
19.5/25Track record109 public repos, account ~3 yr old
Inputs used
followers3,482
owner_typeOrganization
is_verifiedno
owner_loginfirecrawl
public_repos109
account_age_days1,185

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on npm
35/35Publish recencylatest publish 15 days ago
20/20Version history107 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesfirecrawl-mcp
ecosystemsnpm
any_deprecatedno
min_days_since_publish15

Engineering Quality

Are baseline engineering and documentation practices in place?

89Excellent · 19% of overall
How it's scored
24/24CI workflows4 workflow(s)
24/24Tests present
16/16Linter config.eslintrc.json
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests11 out of 12 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://firecrawl.dev
10/10Repository description
10/10Topics14 topics
10/10Wiki
Inputs used
topicsbatch-processing, claude, content-extraction, data-collection, firecrawl, firecrawl-ai, llm-tools, mcp-server, model-context-protocol, search-api, web-crawler, web-scraping, javascript-rendering, mcp
has_wikiyes
homepagehttps://firecrawl.dev
docs_sitehttps://firecrawl.dev
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

50Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
2.2/2.5CI-Tests11 out of 12 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3/7.5Code-ReviewFound 6/13 approved changesets -- score normalized to 4
2.5/2.5Contributorsproject has 9 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releasesno data
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities45 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.1
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
8.6/25Indirect dependencies free of known advisories1 affected: axios 1.16.1 (high 8.2)
40/40No advisories left outstandingno advisory has been public longer than 90 days
Inputs used
sourceosv
advisories10
affected_packages1
assessed_packages187
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Matched the npm:firecrawl-mcp@3.24.0 runtime dependency closure — what installing the published package pulls in — 187 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.

61Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt)llms.txt served by the project website (https://firecrawl.dev/llms.txt)
40/40Legible commit history99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://firecrawl.dev/llms.txt
legible_history_share0.99
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config.eslintrc.json
11/11Static type checkingtsconfig.json
10/10Reproducible environmentDockerfile, lockfile
10/10Demonstrated agent practice12 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenanceno automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configyes
typecheck_configstsconfig.json
agent_commit_share0.12
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable codeTypeScript (statically typed)
47.7/55Manageable file sizes2/15 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes123,606
source_files_sampled15
oversized_source_files2
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
20/20MCP server
0/40Runnable examples
Inputs used
example_dirs
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

7,332GitHub stars
26contributors
277commits, last 12 months
0days since last push
16releases
3bus factor
82open 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 ★ / 865 ⇿
0Stars
865Forks
13Releases

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.

02004006008001,000858162024-122025-102026-08
Major 2Minor 3Patch 7

Each point covers 2 days.

OpenSSF Scorecard 4.1 / 10
4.1aggregate

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 · 2026-08-28 03:27 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests11 out of 12 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 6/13 approved changesets -- score normalized to 4
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities45 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
npm@mendable/firecrawl-js4.25.2package.json
npmdotenv^17.2.2package.json
npmfastmcp4.3.2package.json
npmzod^4.1.5package.json
All dependencies 390

Full resolved dependency set from the GitHub dependency graph: 6 direct and 384 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@mendable/firecrawl-js4.25.2direct
npmdotenv17.2.2direct
npmfastmcp4.3.2direct
npmzod3.25.76direct
npmzod4.1.11direct
npmzod4.4.3direct
npm@borewit/text-codec0.1.1indirect
npm@esbuild/aix-ppc640.27.7indirect
npm@esbuild/android-arm0.27.7indirect
npm@esbuild/android-arm640.27.7indirect
npm@esbuild/android-x640.27.7indirect
npm@esbuild/darwin-arm640.27.7indirect
npm@esbuild/darwin-x640.27.7indirect
npm@esbuild/freebsd-arm640.27.7indirect
npm@esbuild/freebsd-x640.27.7indirect
npm@esbuild/linux-arm0.27.7indirect
npm@esbuild/linux-arm640.27.7indirect
npm@esbuild/linux-ia320.27.7indirect
npm@esbuild/linux-loong640.27.7indirect
npm@esbuild/linux-mips64el0.27.7indirect
npm@esbuild/linux-ppc640.27.7indirect
npm@esbuild/linux-riscv640.27.7indirect
npm@esbuild/linux-s390x0.27.7indirect
npm@esbuild/linux-x640.27.7indirect
npm@esbuild/netbsd-arm640.27.7indirect
npm@esbuild/netbsd-x640.27.7indirect
npm@esbuild/openbsd-arm640.27.7indirect
npm@esbuild/openbsd-x640.27.7indirect
npm@esbuild/openharmony-arm640.27.7indirect
npm@esbuild/sunos-x640.27.7indirect
npm@esbuild/win32-arm640.27.7indirect
npm@esbuild/win32-ia320.27.7indirect
npm@esbuild/win32-x640.27.7indirect
npm@eslint-community/eslint-utils4.9.1indirect
npm@eslint-community/regexpp4.12.2indirect
npm@eslint/eslintrc2.1.4indirect
npm@eslint/js8.57.1indirect
npm@hono/node-server1.19.14indirect
npm@humanwhocodes/config-array0.13.0indirect
npm@humanwhocodes/module-importer1.0.1indirect
npm@humanwhocodes/object-schema2.0.3indirect
npm@jridgewell/gen-mapping0.3.13indirect
npm@jridgewell/resolve-uri3.1.2indirect
npm@jridgewell/sourcemap-codec1.5.5indirect
npm@jridgewell/trace-mapping0.3.31indirect
npm@modelcontextprotocol/sdk1.29.0indirect
npm@nodelib/fs.scandir2.1.5indirect
npm@nodelib/fs.stat2.0.5indirect
npm@nodelib/fs.walk1.2.8indirect
npm@rollup/rollup-android-arm-eabi4.62.2indirect
npm@rollup/rollup-android-arm644.62.2indirect
npm@rollup/rollup-darwin-arm644.62.2indirect
npm@rollup/rollup-darwin-x644.62.2indirect
npm@rollup/rollup-freebsd-arm644.62.2indirect
npm@rollup/rollup-freebsd-x644.62.2indirect
npm@rollup/rollup-linux-arm-gnueabihf4.62.2indirect
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npm@rollup/rollup-linux-arm64-musl4.62.2indirect
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npm@rollup/rollup-linux-ppc64-gnu4.62.2indirect
npm@rollup/rollup-linux-ppc64-musl4.62.2indirect
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npm@rollup/rollup-linux-riscv64-musl4.62.2indirect
npm@rollup/rollup-linux-s390x-gnu4.62.2indirect
npm@rollup/rollup-linux-x64-gnu4.62.2indirect
npm@rollup/rollup-linux-x64-musl4.62.2indirect
npm@rollup/rollup-openbsd-x644.62.2indirect
npm@rollup/rollup-openharmony-arm644.62.2indirect
npm@rollup/rollup-win32-arm64-msvc4.62.2indirect
npm@rollup/rollup-win32-ia32-msvc4.62.2indirect
npm@rollup/rollup-win32-x64-gnu4.62.2indirect
npm@rollup/rollup-win32-x64-msvc4.62.2indirect
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npmkoa3.2.1indirect
npmkoa-compose4.1.0indirect
npmkoa-router14.0.0indirect
npmlevn0.4.1indirect
npmlilconfig3.1.3indirect
npmlines-and-columns1.2.4indirect
npmload-tsconfig0.2.5indirect
npmlocate-path6.0.0indirect
npmlodash.merge4.6.2indirect
npmmagic-string0.30.21indirect
npmmath-intrinsics1.1.0indirect
npmmcp-proxy6.5.1indirect
npmmedia-typer1.1.0indirect
npmmerge-descriptors2.0.0indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.1indirect
npmminimatch3.1.5indirect
npmminimatch9.0.9indirect
npmmlly1.8.2indirect
npmms2.1.3indirect
npmmz2.7.0indirect
npmnatural-compare1.4.0indirect
npmnegotiator0.6.3indirect
npmnegotiator1.0.0indirect
npmnpm-run-path6.0.0indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparent-module1.0.1indirect
npmparse-ms4.0.0indirect
npmparseurl1.3.3indirect
npmpath-exists4.0.0indirect
npmpath-is-absolute1.0.1indirect
npmpath-key3.1.1indirect
npmpath-key4.0.0indirect
npmpath-to-regexp8.3.0indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.4indirect
npmpipenet1.4.2indirect
npmpirates4.0.7indirect
npmpkce-challenge5.0.0indirect
npmpkg-types1.3.1indirect
npmpostcss-load-config6.0.1indirect
npmprelude-ls1.2.1indirect
npmpretty-ms9.3.0indirect
npmproxy-addr2.0.7indirect
npmproxy-from-env2.1.0indirect
npmpump3.0.4indirect
npmpunycode2.3.1indirect
npmqs6.14.0indirect
npmqs6.15.3indirect
npmqueue-microtask1.2.3indirect
npmrange-parser1.2.1indirect
npmraw-body3.0.1indirect
npmraw-body3.0.2indirect
npmreaddirp4.1.2indirect
npmrequire-from-string2.0.2indirect
npmresolve-from4.0.0indirect
npmresolve-from5.0.0indirect
npmreusify1.1.0indirect
npmrimraf3.0.2indirect
npmrollup4.62.2indirect
npmrouter2.2.0indirect
npmrun-parallel1.2.0indirect
npmsafer-buffer2.1.2indirect
npmsemver7.8.5indirect
npmsend1.2.0indirect
npmserve-static2.2.0indirect
npmsetprototypeof1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.0indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsignal-exit4.1.0indirect
npmsource-map0.7.6indirect
npmstatuses1.5.0indirect
npmstatuses2.0.1indirect
npmstatuses2.0.2indirect
npmstrict-event-emitter-types2.0.0indirect
npmstring-width7.2.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.1.2indirect
npmstrip-final-newline4.0.0indirect
npmstrip-json-comments3.1.1indirect
npmstrtok310.3.4indirect
npmsucrase3.35.1indirect
npmsupports-color7.2.0indirect
npmtext-table0.2.0indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.17indirect
npmtldjs2.3.2indirect
npmtoidentifier1.0.1indirect
npmtoken-types6.1.1indirect
npmtree-kill1.2.2indirect
npmts-api-utils2.5.0indirect
npmts-interface-checker0.1.13indirect
npmtsscmp1.0.6indirect
npmtsup8.5.1indirect
npmtype-check0.4.0indirect
npmtype-fest0.20.2indirect
npmtype-is2.0.1indirect
npmtype-is2.1.0indirect
npmtypescript5.9.2indirect
npmtypescript-event-target1.1.1indirect
npmufo1.6.4indirect
npmuint8array-extras1.5.0indirect
npmundici7.28.0indirect
npmundici-types7.12.0indirect
npmunicorn-magic0.3.0indirect
npmunpipe1.0.0indirect
npmuri-js4.4.1indirect
npmuri-templates0.2.0indirect
npmvary1.1.2indirect
npmwhich2.0.2indirect
npmword-wrap1.2.5indirect
npmwrap-ansi9.0.2indirect
npmwrappy1.0.2indirect
npmxsschema0.4.4indirect
npmy18n5.0.8indirect
npmyargs18.0.0indirect
npmyargs-parser22.0.0indirect
npmyocto-queue0.1.0indirect
npmyoctocolors2.1.2indirect
npmzod-to-json-schema3.24.6indirect
npmzod-to-json-schema3.25.2indirect
Dependency advisories 1

Installing npm:firecrawl-mcp@3.24.0 pulls in 187 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
axios1.16.1indirecthigh101.18.0

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 statisticsnpm.