Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-21 02:49 UTC

microsoft / TypeChat

TypeChat is a library that makes it easy to build natural language interfaces using types.

TypeScript · Python · JavaScriptMIT★ 8,685 stars⑂ 413 forkssince Jun 2023View on GitHub ↗
KindLibraryhow this is determined
#ai#llm#natural-language#types

microsoft/TypeChat holds a health index of 81 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (80/100) and lowest on Vitality (38/100). It was last updated 11 days ago. 2 contributors account for most of its recent work.

81
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.

81
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 69 is calibrated to 81 on the published index scale (record calibration 2026-08-02).

Ownership

MicrosoftOrganization · verified domain
130,128 followers8,306 public repossince Dec 2013

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPItypechat0.0.51,688552 days ago—
npmtypechat0.1.411,966630 days agoschemallmprompttypescriptvalidation

Metrics by category

Vitality

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

38Weak · 21% of overall

Development activity

62Moderate
How it's scored
28.8/36Push recency — last push 11 days ago
6.2/36Commit cadence — 9/52 weeks with commits
16.6/18Commit volume — 70 commits in the last year
10/10OpenSSF Scorecard: Maintained — 18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year70
human_commit_share0.57
days_since_last_push11
active_weeks_last_year9

Release discipline

1Critical
How it's scored
0/27Ships releases — no releases published
0/36Release recency — no releases
0/27Release cadence — no releases
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count0
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?

77Good · 17% of overall

Popularity & adoption

92Excellent
How it's scored
60/60Stars — 8,685 stars
21.8/25Forks — 413 forks
9.7/15Watchers — 56 watchers
Inputs used
forks413
stars8,685
watchers56
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

65Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
13.5/13.5Code 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_conductyes
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

69Good
How it's scored
55.1/80Monthly downloads — 13,654 downloads/month across npm, pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagestypechat, typechat
dependents—
ecosystemsnpm, pypi
total_downloads—
monthly_downloads13,654
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?

76Good · 23% of overall

Maintainer resilience (bus factor)

64Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.2/22.5Commit distribution — top contributor authored 32% of commits
13.5/13.5Contributor breadth — 35 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled35
top_contributor_share0.323

Issue & PR responsiveness

49Weak
How it's scored
15.7/42Issue resolution — 37% of issues closed
19.5/30PR acceptance — 196/302 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 14/15 approved changesets -- score normalized to 9
Inputs used
merged_prs196
open_issues57
closed_issues34
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d1
issue_closed_ratio0.374
closed_unmerged_prs106
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1

Ownership & stewardship

100Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
25/25Owner reach — 130,128 followers of microsoft
25/25Track record — 8,306 public repos, account ~12 yr old
Inputs used
followers130,128
owner_typeOrganization
is_verifiedyes
owner_loginmicrosoft
public_repos8,306
account_age_days4,667

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 30 days ago
20/20Version history — 6 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagestypechat, typechat
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish30

Engineering Quality

Are baseline engineering and documentation practices in place?

80Excellent · 19% of overall

Engineering practices

84Excellent
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — python/pyproject.toml ([tool.ruff], [tool.black])
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://microsoft.github.io/TypeChat/
10/10Repository description
10/10Topics — 4 topics
10/10Wiki
Inputs used
topicsai, llm, natural-language, types
has_wikiyes
homepagehttps://microsoft.github.io/TypeChat/
docs_sitehttps://microsoft.github.io/TypeChat/
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

79Good · 16% of overall

Security posture

74Good
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 14/15 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 6 contributing companies or organizations
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 — 18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
3.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
4.5/5SAST — SAST tool is not run on all commits -- score normalized to 9
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3/7.5Vulnerabilities — 6 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate7.4
Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. 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_packages11
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 pypi:typechat@0.0.5 runtime dependency closure — what installing the published package pulls in — 11 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.

74Good · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 49 of 57 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.86
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

79Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — python/pyproject.toml ([tool.ruff], [tool.black])
11/11Static type checking — python/pyrightconfig.json, python/src/typechat/py.typed, site/jsconfig.json, typescript/examples/calendar/src/tsconfig.json, typescript/examples/coffeeShop-zod/src/tsconfig.json, typescript/examples/coffeeShop/src/tsconfig.json, typescript/examples/crossword/src/tsconfig.json, typescript/examples/drawing/src/tsconfig.json, typescript/examples/healthData/src/tsconfig.json, typescript/examples/math/src/tsconfig.json, typescript/examples/multiSchema/src/tsconfig.json, typescript/examples/music/src/tsconfig.json, typescript/examples/restaurant/src/tsconfig.json, typescript/examples/sentiment-zod/src/tsconfig.json, typescript/examples/sentiment/src/tsconfig.json, typescript/src/tsconfig.json, typescript/test/tsconfig.json
10/10Reproducible environment — devcontainer, lockfile
10/10Demonstrated agent practice — 15 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 39 of the last 100 commits are automated dependency updates
7/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 7
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontaineryes
has_linter_configyes
typecheck_configspython/pyrightconfig.json, python/src/typechat/py.typed, site/jsconfig.json, typescript/examples/calendar/src/tsconfig.json, typescript/examples/coffeeShop-zod/src/tsconfig.json, typescript/examples/coffeeShop/src/tsconfig.json, typescript/examples/crossword/src/tsconfig.json, typescript/examples/drawing/src/tsconfig.json, typescript/examples/healthData/src/tsconfig.json, typescript/examples/math/src/tsconfig.json, typescript/examples/multiSchema/src/tsconfig.json, typescript/examples/music/src/tsconfig.json, typescript/examples/restaurant/src/tsconfig.json, typescript/examples/sentiment-zod/src/tsconfig.json, typescript/examples/sentiment/src/tsconfig.json, typescript/src/tsconfig.json, typescript/test/tsconfig.json
agent_commit_share0.15
toolchain_manifests—
dependency_bot_commit_share0.39

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/129 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes30,689
source_files_sampled129
oversized_source_files0

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
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

8,685GitHub stars
35contributors
70commits, last 12 months
11days since last push
0releases
2bus factor
57open 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 ★ / 413 ⇿
0Stars
413Forks

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.

0100200300400500409542023-072025-022026-09

Each point covers 3 days.

OpenSSF Scorecard 7.4 / 10
7.4aggregate

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 · 2026-09-21 02:49 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
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 14/15 approved changesets -- score normalized to 9
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained18 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
7Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 7
9SASTSAST tool is not run on all commits -- score normalized to 9
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
4Vulnerabilities6 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
PyPIpydantic>=2.5.2python/pyproject.toml
PyPIpydantic_core>=2.16.3python/pyproject.toml
PyPIhttpx>=0.27.0python/pyproject.toml
PyPItyping_extensions>=4.10.0python/pyproject.toml
All dependencies 382

Full resolved dependency set from the GitHub dependency graph: 4 direct and 378 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIpydantic—direct
PyPIpydantic-core—direct
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npmlinkify-it5.0.2indirect
npmliquidjs10.27.2indirect
npmlist-to-array1.1.0indirect
npmluxon3.7.2indirect
npmmarkdown-it14.2.0indirect
npmmath-intrinsics1.1.0indirect
npmmaximatch0.1.0indirect
npmmdurl2.0.0indirect
npmmedia-typer0.3.0indirect
npmmerge-descriptors1.0.3indirect
npmmethods1.1.2indirect
npmmime1.6.0indirect
npmmime3.0.0indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.2indirect
npmmimic-response3.1.0indirect
npmminimatch3.1.5indirect
npmminimist1.2.8indirect
npmminipass7.1.3indirect
npmminizlib3.1.0indirect
npmmkdirp1.0.4indirect
npmmkdirp-classic0.5.3indirect
npmmoo0.5.2indirect
npmmorphdom2.7.8indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmmulti-schema0.0.1indirect
npmmusic^0.0.1indirect
npmnapi-build-utils2.0.0indirect
npmnegotiator0.6.3indirect
npmnode-abi3.87.0indirect
npmnode-addon-api8.9.2indirect
npmnode-gyp12.4.0indirect
npmnode-retrieve-globals6.0.1indirect
npmnoms0.0.0indirect
npmnopt9.0.0indirect
npmnormalize-path3.0.0indirect
npmnunjucks3.2.4indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmopen7.4.2indirect
npmopen^7.0.4indirect
npmos-homedir1.0.2indirect
npmparse-srcset1.0.2indirect
npmparseurl1.3.3indirect
npmpath-is-absolute1.0.1indirect
npmpath-to-regexp0.1.13indirect
npmpicomatch2.3.2indirect
npmpicomatch4.0.4indirect
npmpicomatch4.0.5indirect
npmplease-upgrade-node3.2.0indirect
npmposthtml0.16.6indirect
npmposthtml-match-helper2.0.3indirect
npmposthtml-parser0.11.0indirect
npmposthtml-render3.0.0indirect
npmprebuild-install7.1.3indirect
npmproc-log6.1.0indirect
npmprocess-nextick-args2.0.1indirect
npmproxy-addr2.0.7indirect
npmproxy-from-env2.1.0indirect
npmprr1.0.1indirect
npmpump3.0.3indirect
npmpunycode.js2.3.1indirect
npmpyright1.1.358indirect
npmqs6.15.3indirect
npmrange-parser1.2.1indirect
npmraw-body2.5.3indirect
npmrc1.2.8indirect
npmreadable-stream1.0.34indirect
npmreadable-stream2.3.8indirect
npmreadable-stream3.6.2indirect
npmreaddirp3.6.0indirect
npmrequire-directory2.1.1indirect
npmsafe-buffer5.1.2indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsection-matter1.0.0indirect
npmsemver7.7.4indirect
npmsemver-compare1.0.0indirect
npmsend0.19.2indirect
npmsend1.2.1indirect
npmserve-static1.16.3indirect
npmsetprototypeof1.2.0indirect
npmshiki0.14.3indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsimple-concat1.0.1indirect
npmsimple-get4.0.1indirect
npmslash3.0.0indirect
npmslugify1.6.6indirect
npmsprintf-js1.0.3indirect
npmsqlite36.0.1indirect
npmsqlite3^6.0.1indirect
npmssri11.0.0indirect
npmstatuses2.0.2indirect
npmstring-width4.2.3indirect
npmstring_decoder0.10.31indirect
npmstring_decoder1.1.1indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-bom-string1.0.0indirect
npmstrip-json-comments2.0.1indirect
npmsupports-color5.5.0indirect
npmtar7.5.22indirect
npmtar-fs2.1.4indirect
npmtar-stream2.2.0indirect
npmthrough22.0.5indirect
npmtinyglobby0.2.15indirect
npmtinyglobby0.2.17indirect
npmto-regex-range5.0.1indirect
npmtoidentifier1.0.1indirect
npmtunnel-agent0.6.0indirect
npmtype-is1.6.18indirect
npmtypechat^0.1.0indirect
npmtypescript5.9.3indirect
npmtypescript7.0.2indirect
npmtypescript^5.1.3indirect
npmtypescript^5.3.3indirect
npmuc.micro2.1.0indirect
npmundici6.28.0indirect
npmundici8.10.0indirect
npmundici-types6.21.0indirect
npmundici-types8.3.0indirect
npmunpipe1.0.0indirect
npmuntildify4.0.0indirect
npmurlpattern-polyfill10.1.0indirect
npmuser-home2.0.0indirect
npmutil-deprecate1.0.2indirect
npmutils-merge1.0.1indirect
npmvary1.1.2indirect
npmvscode-oniguruma1.7.0indirect
npmvscode-textmate8.0.0indirect
npmwhich6.0.1indirect
npmwrap-ansi7.0.0indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmxtend4.0.2indirect
npmy18n5.0.8indirect
npmyallist5.0.0indirect
npmyargs16.2.0indirect
npmyargs-parser20.2.9indirect
npmzod4.4.3indirect
npmzod^4.0.0indirect
PyPIcoverage—indirect
PyPIpytest—indirect
PyPIpytest-xdist—indirect
PyPIpython-dotenv—indirect
PyPIsyrupy—indirect
Dependency advisories 0

Installing pypi:typechat@0.0.5 pulls in 11 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

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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 — PyPI, npm.