Thally vs Mintlify: which docs platform is built for AI agents?

The short answer: Mintlify and Thally both publish polished MDX documentation, serve agent-readable content, and can turn code changes into documentation pull requests. Choose Thally if you want an MIT-licensed engine you can self-host for free, structured JSON and JSON-LD output, and mandatory human review for automated changes. Choose Mintlify if you want a proprietary managed platform that can generate a first site from a code repository and run broader automations from repository changes, schedules, or connected tools.

What both platforms do well

Mintlify and Thally both publish developer documentation from MDX, generate API references from OpenAPI specifications, provide search and AI answers, expose MCP servers, generate llms.txt, and serve Markdown versions of published pages.

Both platforms also address documentation drift. Mintlify Automations can read connected code repositories, identify documentation affected by merged changes, and open pull requests. Thally Track evaluates merged product changes against the current documentation and prepares an evidence-backed pull request when an update is needed.

The comparison gets interesting one level down.

The comparison at a glance

	Thally	Mintlify
Source model	Docs-as-code in a deployable Next.js project	Docs-as-code on a proprietary platform
License	MIT, open source	Proprietary platform
Self-hosting	Yes, free forever	Listed as an Enterprise option
Machine output	JSON, JSON-LD, Markdown, and HTML from each page URL	Markdown and HTML from each page URL
MCP server	Search and readiness tools at /api/mcp on every deploy	Hosted search MCP per site, plus an authenticated admin MCP
llms.txt	llms.txt and llms-full.txt generated on every build	llms.txt and llms-full.txt generated automatically
Starting point	Migrate supported existing documentation into an editable Thally project	Generate a first documentation site directly from a GitHub code repository
Docs automation	Track evaluates product changes and opens PRs for human review	Automations can react to code changes, schedules, content changes, or Enterprise integration events, then open PRs or merge directly
Automation availability	Track is included with Thally Cloud	Automations require Pro or Enterprise
Pricing model	Free includes 1 managed site per workspace; Thally Cloud starts at $50 per workspace/month on an annual subscription with 5 team members	Free Starter; Pro is $540/month with Monthly selected or $450/month with Annual selected; Enterprise is custom
Included AI credits on paid plan	10,000 per month	10,000 per month; additional credits are $0.01 each
Included team access	3 workspace members; additional members are $20/month each	Unlimited editor seats
Portability	Content, renderer, and static export remain yours	Content stays in Git; the renderer and platform are proprietary

Mintlify moves quickly and its capabilities evolve; treat their current documentation as the source of truth for their side of this table.

Starting from zero

Mintlify can generate a first documentation site directly from a GitHub code repository. Its announced workflow reads the codebase and produces a publishable draft with API references, getting-started guides, and configuration pages. You review the result, publish it, and then configure Automations to maintain it. If you have working code but no documentation, Mintlify offers the more direct built-in starting point.

Thally's automated starting path is migration rather than code-to-site generation. It converts supported existing documentation into an editable MDX project, rebuilds the navigation, and detects an OpenAPI specification when available. It is designed for teams moving an existing docs site while taking the publishing engine with them.

Ownership: a repo versus a platform

A Thally site is a Next.js repository. You can read every line that serves your docs, deploy it to Vercel, Netlify, Cloudflare, Docker, or a static bucket, and leave with a working site. The engine is MIT licensed, so self-hosting is free forever, commercial use included.

Mintlify hosts and maintains Starter and Pro deployments, which removes infrastructure and upgrade work from your team. Its current pricing page also lists self-hosting as an Enterprise option. Your MDX content stays in Git in either model, but Mintlify's renderer and platform remain proprietary.

Which tradeoff is right depends on your team. Choose Thally when open-source ownership and deployment flexibility matter most. Choose Mintlify when a vendor-operated platform, or a supported Enterprise deployment, matters more than owning the publishing engine.

Machine readability

Both platforms now publish content specifically for machine readers. Mintlify automatically generates Markdown for every page, supports the Accept: text/markdown header, publishes llms.txt and llms-full.txt, and provides a hosted search MCP at /mcp. Its authenticated admin MCP can also edit content, change settings, create automations, and open pull requests.

Every page on a Thally site is available as rendered HTML, JSON, JSON-LD, or Markdown from the same URL, selected by an Accept header or a ?format= parameter. An agent can request typed structure instead of extracting it from presentation markup.

On top of that, every deploy ships:

• an MCP server at /api/mcp, so agents can call search_docs, read_page, and list_pages as native tools
• llms.txt and per-page agent manifests for discovery
• an agent-readiness score, a deterministic 0 to 100 grade you can gate CI on

Mintlify also offers an Agent Score that tests whether an agent can find, parse, and use a documentation site. Thally runs its agent-readiness score as a deterministic build check that can gate CI. The remaining structural difference is the output and deployment model: Thally adds JSON and JSON-LD, and its machine layer is part of the open-source engine on self-hosted and managed deployments.

When the product changes

Documentation starts drifting when the product changes. The two platforms address that problem differently.

Thally treats drift as a product-understanding problem. After a Thally docs repository is connected, mention @thally document this on a GitHub issue or PR to request a documentation pull request. Once a site is live and product repositories are mapped, Track evaluates merged product PRs, gathers evidence, and can draft a docs PR when the documentation needs to change. No change is a valid result, and nothing merges without a human.

Mintlify now has a comparable code-to-docs loop. Its Automations can run when a code pull request merges, on a schedule, after a content update, or, on Enterprise, from an integration event. The agent reads the documentation and connected repositories, then opens or updates a pull request with a summary and citations to source changes. For GitHub, it can assign reviewers based on who authored the triggering code changes. A run can also finish with no action needed.

The products differ more in scope and guardrails than in whether they automate maintenance. Thally centers on evaluating product changes and always leaves the merge to a person. Mintlify offers a broader configurable automation system for code updates, changelogs, translations, broken links, style checks, support feedback, and other recurring work. Teams can require review or allow some automations to merge directly.

Pricing

Thally Free includes one managed documentation site per workspace with pull-request previews, documentation analytics, unlimited pages, and unlimited readers. The MIT-licensed engine can also be self-hosted for free. Thally Cloud is $60 per workspace per month on a monthly subscription, or $50 per month on an annual subscription. Both paid options are billed monthly and include unlimited managed sites and connected product repositories, 10,000 AI credits per month, and five team members. Each additional active member or pending invitation adds $20 to the monthly bill. Thally Cloud also includes cited AI answers, reviewable updates drafted from relevant product changes through Track, custom domains, team roles, and the Cloud dashboard. Enterprise pricing is custom and scoped to each customer's security, identity, support, and contract requirements. Readers are never billed. Full details are on the pricing page.

Mintlify's Starter plan is free and includes five editor seats, Git sync, search, and an MCP server. Pro is $540 per month with Monthly selected or $450 per month with Annual selected. It includes unlimited editor seats, the agent, assistant, Automations, preview deployments, admin APIs, and 10,000 agent credits per month. Additional credits cost $0.01 each, and Enterprise pricing is custom. Their pricing page is the source of truth for current prices and packaging.

Which should you choose?

Choose Thally if:

• you want the publishing engine to be MIT licensed and free to self-host
• you need JSON or JSON-LD in addition to HTML and Markdown
• you want automated documentation changes to require human review
• you want to gate CI on documentation quality

Choose Mintlify if:

• you want a managed platform with a browser editor and vendor support
• you want to generate a first documentation site from an existing code repository
• you want configurable automations across GitHub or GitLab, schedules, and, on Enterprise, connected tools
• you want the option to merge selected automation results directly
• an Enterprise self-hosting arrangement meets your deployment requirements

Migrating takes one command

If you decide to switch, the migrator does the heavy lifting:

npx create-thally-docs migrate github.com/acme/docs

It detects supported source platforms, converts the docs to MDX, rebuilds navigation, carries supported redirects, and detects an OpenAPI spec when available. You get a local preview before changing DNS. Create your docs site or read more in the FAQ.

Sources and verification

Mintlify capabilities were checked against Docs on autopilot, its Automations documentation, agent-ready content documentation, MCP documentation, Agent Score, and pricing page. Thally capabilities and prices were checked against the current product repository, documentation, and machine-readable pricing. Sources were last verified August 18, 2026. Read our editorial policy for the comparison process.