Public recordModerate
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-23 01:46 UTC
thebocher / ccxt
A unified trading API with more than 100 crypto exchanges and prediction markets in JavaScript / TypeScript / Python / C# / PHP / Go / Java
thebocher/ccxt holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (91/100) and lowest on Community & Adoption (12/100). It was last updated 29 days ago. A single contributor accounts for most of its recent work.
60
overall / 100Software 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.
60
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)
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 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).
Ownership
thebocherPersonal account
7 followers10 public repossince Apr 2020
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
89
Development activity
89Excellent
How it's scored
| 28.8/36 | Push recency — last push 29 days ago |
| 33.2/36 | Commit cadence — 48/52 weeks with commits |
| 18/18 | Commit volume — 7,528 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 7,528 |
| human_commit_share | 0.34 |
| days_since_last_push | 29 |
| active_weeks_last_year | 48 |
Release discipline
88Excellent
How it's scored
| 16.2/27 | Ships releases — 49 version tags (no GitHub releases) |
| 36/36 | Release recency — latest release 31 days ago |
| 27/27 | Release cadence — a release every ~4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 49 |
| latest_release_tag | v4.5.68 |
| releases_from_tags | yes |
| days_since_latest_release | 31 |
| mean_days_between_releases | 4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
12
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25At Risk
How it's scored
| 0/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | no |
| has_license | no |
| readme_badges | 55 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | opencollective.com, shields.io |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
41
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 10.5/22.5 | Commit distribution — top contributor authored 54% of commits |
| 13.5/13.5 | Contributor breadth — 98 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 98 |
| top_contributor_share | 0.535 |
Ownership & stewardship
45Weak
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 6.5/25 | Owner reach — 7 followers of thebocher |
| 19.6/25 | Track record — 10 public repos, account ~6 yr old |
Inputs used
| followers | 7 |
| owner_type | User |
| is_verified | — |
| owner_login | thebocher |
| public_repos | 10 |
| account_age_days | 2,322 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Engineering Quality
Are baseline engineering and documentation practices in place?
73
Engineering practices
88Excellent
How it's scored
| 24/24 | CI workflows — 13 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .eslintrc.json, .php-cs-fixer.dist.php, eslint.config.mjs, pyproject.toml ([tool.ruff], [tool.flake8]), tox.ini |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
50Moderate
How it's scored
| 0/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://docs.ccxt.com |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://docs.ccxt.com |
| docs_site | https://docs.ccxt.com |
| has_readme | no |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
60
Security posture
50Moderate
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 25/25 | Dependency lockfiles — composer.lock, go.sum, package-lock.json |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | composer.lock, go.sum, package-lock.json |
| manifests | cli/package.json, composer.json, go/go.mod, java/build.gradle.kts, package.json, playground/package.json, pyproject.toml, python/package.json, website/package.json |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | yes |
Dependency advisories
100Exceptional
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 9 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:ccxt@4.5.75 runtime dependency closure — what installing the published package pulls in — 9 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.
91
Agent context & guidance
100Exceptional
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, wiki/exchanges-implicit/gemini.md, wiki/exchanges/gemini.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt present |
| 40/40 | Legible commit history — 31 of 34 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | yes |
| llms_txt_url | — |
| legible_history_share | 0.912 |
| agent_instruction_files | AGENTS.md, CLAUDE.md, wiki/exchanges-implicit/gemini.md, wiki/exchanges/gemini.md |
| agent_instruction_max_bytes | 35,966 |
Verify loop (build / test / typecheck)
87Excellent
How it's scored
| 12.6/18 | One-command bootstrap — build/utils/mock_ws_server/go.mod, cs/ccxt/ccxt.csproj, cs/ccxt/static/Cryptography.ECDSA/Cryptography.ECDSA.csproj (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .eslintrc.json, .php-cs-fixer.dist.php, eslint.config.mjs, pyproject.toml ([tool.ruff], [tool.flake8]), tox.ini |
| 11/11 | Static type checking — build/utils/package-test/tsconfig.json, cli/tsconfig.json, examples/ts/nextjs-page-router/tsconfig.json, examples/tsconfig.json, playground/tsconfig.json, python/ccxt/static_dependencies/lark/py.typed, python/ccxt/static_dependencies/marshmallow/py.typed, python/ccxt/static_dependencies/marshmallow_oneofschema/py.typed, python/mypy.ini, tsconfig.json, website/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 4/10 | Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited |
| 8/8 | Automated maintenance — 7 of the last 100 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | composer.lock, go.sum, package-lock.json |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | build/utils/package-test/tsconfig.json, cli/tsconfig.json, examples/ts/nextjs-page-router/tsconfig.json, examples/tsconfig.json, playground/tsconfig.json, python/ccxt/static_dependencies/lark/py.typed, python/ccxt/static_dependencies/marshmallow/py.typed, python/ccxt/static_dependencies/marshmallow_oneofschema/py.typed, python/mypy.ini, tsconfig.json, website/tsconfig.json |
| agent_commit_share | 0.02 |
| toolchain_manifests | build/utils/mock_ws_server/go.mod, cs/ccxt/ccxt.csproj, cs/ccxt/static/Cryptography.ECDSA/Cryptography.ECDSA.csproj, cs/ccxt/static/MiniMessagePack/MiniMessagePack/MiniMessagePack.csproj, cs/ccxt/static/Nethereum/Nethereum.Signer.EIP712/Nethereum.Signer.EIP712.csproj, cs/ccxt/static/Portable.BouncyCastle/BouncyCastle.Crypto.csproj, cs/cli/cli.csproj, cs/tests/tests.csproj, examples/cs/c#.csproj, go/cli/go.mod, go/go.mod, go/tests/base/go.mod, go/tests/go.mod, go/tests/profile/go.mod, go/tests/types/go.mod, go/v4/go.mod, java/build.gradle.kts, java/cli/build.gradle.kts, java/examples/build.gradle.kts, java/lib/build.gradle.kts, java/tests/build.gradle.kts |
| dependency_bot_commit_share | 0.07 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (build/utils/package-test/tsconfig.json, cli/tsconfig.json, examples/ts/nextjs-page-router/tsconfig.json, examples/tsconfig.json, playground/tsconfig.json, python/ccxt/static_dependencies/lark/py.typed, python/ccxt/static_dependencies/marshmallow/py.typed, python/ccxt/static_dependencies/marshmallow_oneofschema/py.typed, python/mypy.ini, tsconfig.json, website/tsconfig.json) |
| 44.9/55 | Manageable file sizes — 1,374/7,462 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 883,055 |
| source_files_sampled | 7,462 |
| oversized_source_files | 1,374 |
Machine-readable interfaces
100Exceptional
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software |
| 0/20 | MCP server — not applicable to this kind of software |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
| interfaces_expected_of | — |
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.
Key facts
0GitHub stars
98contributors
7,528commits, last 12 months
29days since last push
49releases
1bus factor
0open issues
Go, Maven, npm, Packagist, PyPIpackage ecosystems
Data collection warnings
- Community profile unavailable
- npm package 'ccxt' points at a different repository (https://github.com/ccxt/ccxt); excluded from ecosystem scoring
- packagist package 'ccxt/ccxt' points at a different repository (https://github.com/ccxt/ccxt); excluded from ecosystem scoring
- pypi package 'ccxt' points at a different repository (https://github.com/ccxt/ccxt/wiki); excluded from ecosystem scoring
- Could not fetch go package 'github.com/ccxt/ccxt/go' from its registry
- npm package 'ccxt-cli' points at a different repository (https://github.com/ccxt/ccxt); excluded from ecosystem scoring
- go package 'github.com/ccxt/ccxt/go/v4' points at a different repository (https://github.com/ccxt/ccxt); excluded from ecosystem scoring
- Could not fetch go package 'github.com/ccxt/cli' from its registry
- nuget package 'ccxt' points at a different repository (https://github.com/ccxt/ccxt); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Direct dependencies 116
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| npm | ansicolor | ^2.0.3 | cli/package.json |
| npm | as-table | ^1.0.55 | cli/package.json |
| npm | blessed | ^0.1.81 | cli/package.json |
| npm | ccxt | ^4.4.86 | cli/package.json |
| npm | clipboardy | ^4.0.0 | cli/package.json |
| npm | commander | ^14.0.0 | cli/package.json |
| npm | ololog | ^1.1.175 | cli/package.json |
| npm | open | ^10.1.2 | cli/package.json |
| npm | ora | ^8.2.0 | cli/package.json |
| Packagist | clue/http-proxy-react | 1.9.0 | composer.json |
| Packagist | evenement/evenement | 3.0.2 | composer.json |
| Packagist | fig/http-message-util | 1.1.5 | composer.json |
| Packagist | guzzlehttp/psr7 | 2.13.0 | composer.json |
| Packagist | kornrunner/keccak | 1.1.0 | composer.json |
| Packagist | pear/console_table | 1.3.1 | composer.json |
| Packagist | psr/http-factory | 1.1.0 | composer.json |
| Packagist | psr/http-factory-implementation | 1.0.0 | composer.json |
| Packagist | psr/http-message | 1.1 | composer.json |
| Packagist | ralouphie/getallheaders | 3.0.3 | composer.json |
| Packagist | ratchet/pawl | 0.4.3 | composer.json |
| Packagist | ratchet/rfc6455 | 0.4.1 | composer.json |
| Packagist | react/async | 4.3.0 | composer.json |
| Packagist | react/cache | 1.2.0 | composer.json |
| Packagist | react/dns | 1.14.0 | composer.json |
| Packagist | react/event-loop | 1.6.0 | composer.json |
| Packagist | react/http | 1.11.0 | composer.json |
| Packagist | react/promise | 3.3.0 | composer.json |
| Packagist | react/promise-timer | 1.11.0 | composer.json |
| Packagist | react/socket | 1.17.0 | composer.json |
| Packagist | react/stream | 1.4.0 | composer.json |
| Packagist | ringcentral/psr7 | 1.3.0 | composer.json |
| Packagist | symfony/deprecation-contracts | 3.7.0 | composer.json |
| Packagist | symfony/polyfill-mbstring | 1.38.2 | composer.json |
| Packagist | symfony/polyfill-php80 | 1.37.0 | composer.json |
| npm | @noble/curves | 2.2.0 | package.json |
| npm | @noble/hashes | 2.2.0 | package.json |
| npm | @scure/base | 2.2.0 | package.json |
| npm | @scure/starknet | 2.2.0 | package.json |
| npm | undici | 7.28.0 | package.json |
| npm | ws | 8.21.0 | package.json |
| npm | @monaco-editor/react | ^4.7.0 | playground/package.json |
| npm | ccxt | ^4.5.49 | playground/package.json |
| npm | next | ^15.5.21 | playground/package.json |
| npm | react | ^19.1.0 | playground/package.json |
| npm | react-dom | ^19.1.0 | playground/package.json |
| npm | undici | ^7.28.0 | playground/package.json |
| PyPI | setuptools | ==83.0.0 | pyproject.toml |
| PyPI | certifi | ==2026.6.17 | pyproject.toml |
| PyPI | requests | ==2.34.2 | pyproject.toml |
| PyPI | cryptography | ==49.0.0 | pyproject.toml |
| PyPI | typing_extensions | ==4.16.0 | pyproject.toml |
| PyPI | aiohttp | ==3.14.1 | pyproject.toml |
| PyPI | yarl | ==1.24.2 | pyproject.toml |
| PyPI | aiohttp-fast-zlib | ==0.3.0 | pyproject.toml |
| PyPI | zlib-ng | ==1.0.0 | pyproject.toml |
| PyPI | uvloop | ==0.22.1 | pyproject.toml |
| PyPI | winloop | ==0.6.3 | pyproject.toml |
| PyPI | orjson | ==3.11.9 | pyproject.toml |
| PyPI | coincurve | ==21.0.0 | pyproject.toml |
| PyPI | aiohappyeyeballs | ==2.7.1 | pyproject.toml |
| PyPI | aiosignal | ==1.4.0 | pyproject.toml |
| PyPI | attrs | ==26.1.0 | pyproject.toml |
| PyPI | frozenlist | ==1.8.0 | pyproject.toml |
| PyPI | multidict | ==6.7.1 | pyproject.toml |
| PyPI | propcache | ==0.5.2 | pyproject.toml |
| PyPI | cffi | ==2.0.0 | pyproject.toml |
| PyPI | pycparser | ==3.0 | pyproject.toml |
| PyPI | charset_normalizer | ==3.4.7 | pyproject.toml |
| PyPI | idna | ==3.18 | pyproject.toml |
| PyPI | urllib3 | ==2.7.0 | pyproject.toml |
| npm | @noble/curves | 2.2.0 | python/package.json |
| npm | @noble/hashes | 2.2.0 | python/package.json |
| npm | @scure/base | 2.2.0 | python/package.json |
| npm | @scure/starknet | 2.2.0 | python/package.json |
| npm | undici | 7.28.0 | python/package.json |
| npm | ws | 8.21.0 | python/package.json |
| npm | @ai-sdk/react | ^3.0.197 | website/package.json |
| npm | @openrouter/ai-sdk-provider | ^2.9.0 | website/package.json |
| npm | @orama/orama | ^3.1.18 | website/package.json |
| npm | @radix-ui/react-presence | ^1.1.5 | website/package.json |
| npm | ai | ^6.0.195 | website/package.json |
| npm | ccxt | ^4.5.58 | website/package.json |
| npm | class-variance-authority | ^0.7.1 | website/package.json |
| npm | feed | ^6.0.0 | website/package.json |
| npm | flexsearch | ^0.8.212 | website/package.json |
| npm | fumadocs-core | 16.11.5 | website/package.json |
| npm | fumadocs-mdx | 15.2.0 | website/package.json |
| npm | fumadocs-ui | 16.11.5 | website/package.json |
| npm | hast-util-to-jsx-runtime | ^2.3.6 | website/package.json |
| npm | lucide-react | ^1.16.0 | website/package.json |
| npm | next | 16.2.11 | website/package.json |
| npm | postcss | ^8.5.15 | website/package.json |
| npm | react | ^19.2.6 | website/package.json |
| npm | react-dom | ^19.2.6 | website/package.json |
| npm | react-icons | ^5.6.0 | website/package.json |
| npm | rehype-raw | ^7.0.0 | website/package.json |
| npm | remark | ^15.0.1 | website/package.json |
| npm | remark-gfm | ^4.0.1 | website/package.json |
| npm | remark-rehype | ^11.1.2 | website/package.json |
| npm | tailwind-merge | ^3.6.0 | website/package.json |
| npm | unist-util-visit | ^5.1.0 | website/package.json |
| npm | zod | ^4.4.3 | website/package.json |
| NuGet | Google.Protobuf | 3.31.1 | cs/ccxt/ccxt.csproj |
| NuGet | Newtonsoft.Json | * | cs/ccxt/ccxt.csproj |
| Go | github.com/ccxt/ccxt/go/v4 | v4.5.64 | go/cli/go.mod |
| Go | github.com/NethermindEth/juno | v0.14.0 | go/v4/go.mod |
| Go | github.com/NethermindEth/starknet.go | v0.14.0 | go/v4/go.mod |
| Go | github.com/elliottech/lighter-go | v1.0.6 | go/v4/go.mod |
| Go | github.com/ethereum/go-ethereum | v1.17.0 | go/v4/go.mod |
| Go | github.com/google/uuid | v1.6.0 | go/v4/go.mod |
| Go | github.com/gorilla/websocket | v1.5.3 | go/v4/go.mod |
| Go | github.com/mitchellh/mapstructure | v1.5.0 | go/v4/go.mod |
| Go | github.com/vmihailenco/msgpack/v5 | v5.4.1 | go/v4/go.mod |
| Go | golang.org/x/crypto | v0.54.0 | go/v4/go.mod |
| Go | golang.org/x/net | v0.56.0 | go/v4/go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | go/v4/go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 0
Installing npm:ccxt@4.5.75 pulls in 9 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.
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.
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, Packagist, PyPI, Go, NuGet.