# Promptless

> Promptless is an AI agent that keeps customer-facing documentation and agent instructions in sync with what your team ships: documentation pull requests drafted from code changes, Slack threads, and tickets, with citations, for docs teams and solo technical writers on any Git-backed docs platform.

This file indexes the markdown version of every page on promptless.ai. Append `.md` to any page URL (or send `Accept: text/markdown`) to get its markdown twin.

## Set up Promptless from a coding agent

Coding agents such as Claude Code, Codex, Cursor, and VS Code connect to Promptless through its MCP server at `https://api.gopromptless.ai/mcp`.

Install the MCP server for a person who signs in with OAuth in the browser:

- Claude Code: run `claude mcp add --transport http promptless https://api.gopromptless.ai/mcp`, then run `/mcp`, pick promptless, and approve the connection in the browser.
- Codex CLI: run `codex mcp add promptless --url https://api.gopromptless.ai/mcp`, then run `codex mcp login promptless`.
- VS Code: run `code --add-mcp '{"name":"promptless","type":"http","url":"https://api.gopromptless.ai/mcp"}'`, then start promptless from MCP: List Servers.
- Cursor: add `{"mcpServers": {"promptless": {"url": "https://api.gopromptless.ai/mcp"}}}` to `mcp.json`, then select Needs login.

A person who has no Promptless organization yet can create one on the consent page when they approve the connection.

Create a Promptless account as an agent, for a person to claim later:

1. Send `curl -X POST https://api.gopromptless.ai/agent-signups -H "Content-Type: application/json" -d '{"organization_name": "Acme Docs"}'`. The request needs no authentication, and the name is 1 to 100 characters. The `201` response returns `access_token`, `claim_url`, and `expires_at` only once, so keep them.
2. Connect with the access token: `claude mcp add --transport http promptless https://api.gopromptless.ai/mcp --header "Authorization: Bearer <access_token>"`. In Codex, run `codex mcp add promptless --url https://api.gopromptless.ai/mcp --bearer-token-env-var PROMPTLESS_ACCESS_TOKEN` and set `PROMPTLESS_ACCESS_TOKEN` to the access token.
3. Give the `claim_url` to the person who should own the account. They sign in or create a Promptless account, then claim it and become its admin. An account nobody claims within 72 hours is deleted.
4. Until the claim, only the `get_account_status` and `connect_integration` tools work. Call `connect_integration` to get a 24-hour link that a person opens to connect GitHub, Slack, or another integration.
5. After the claim, the access token stops working. Remove the token-based promptless server and connect again with OAuth as above.

- [MCP setup](https://promptless.ai/docs/for-docs/connect/triggers/mcp.md): Full connection steps for each editor, agent sign-up and claiming, connecting integrations, and every MCP tool.

## Docs

- [Documentation index](https://promptless.ai/docs/llms.txt): llms.txt index of the full product documentation, every page with its .md link
- [Documentation home](https://promptless.ai/docs/for-docs/start-here/welcome.md): Learn what Promptless does, how it works, and where to start.
- [Quickstart](https://promptless.ai/docs/for-docs/start-here/quickstart.md): Sign up free at https://accounts.gopromptless.ai, install the GitHub App on your docs repo, connect Slack, and configure triggers in promptless.yaml. Every plan includes a 14-day free trial.
- [Triggers](https://promptless.ai/docs/for-docs/connect/triggers.md): Choose the events that start a Promptless documentation update, from GitHub and GitLab changes to chat messages, support tickets, and API calls.
- [Choose a platform](https://promptless.ai/docs/for-docs/migrate/choose-a-platform.md): Any Git-backed platform works: Mintlify, Fern, ReadMe, GitBook, Docusaurus, MkDocs, Hugo, Ghost, Nextra, Starlight, Vocs, or a custom site built from a repository.
- [MCP setup](https://promptless.ai/docs/for-docs/connect/triggers/mcp.md): Connect Claude Code, Cursor, VS Code, or Codex over MCP with OAuth sign-in, or let a coding agent create an account for a person to claim.
- [Agent Instructions documentation](https://promptless.ai/docs/governance.md): Publish shared agent instructions, understand how they perform in real sessions, and review evidence-backed improvements with Promptless Instruction Governance.
- [Set up PIG with a coding agent](https://promptless.ai/docs/governance/agent-setup-guide.md): Instructions a coding agent follows to set up an Instruction Hub, publish and install plugins, and optionally deploy the trace analyzer, enroll hosts, and verify a session.
- [Full corpus](https://promptless.ai/llms-full.txt): every documentation page in one file
- [Abridged corpus](https://promptless.ai/llms-small.txt): the documentation with asides and details removed

## Pages

- [Continuously improve your AI workforce and docs](https://promptless.ai/index.md): Promptless for Docs and Promptless for Agent Instructions, with testimonials from Runpod, Bazel, Vellum, Latitude.sh, and Prove, and public Promptless pull requests in Vitess and Helm.
- [Pricing](https://promptless.ai/pricing.md): Startup is $500/month for up to 200 pages with a 14-day free trial. Growth runs $500 to $4,000/month by page count and adds Jira, Linear, Confluence, Notion, translations, and screenshot updates. Enterprise is custom. Agent-instructions plans are quoted.
- [Book a demo](https://promptless.ai/demo.md): A 15-minute call with a Promptless engineer. A 14-day free trial is included.
- [Open-source program](https://promptless.ai/docs/for-docs/start-here/open-source-quickstart.md): Promptless is free for CNCF, Linux Foundation, and other eligible non-commercial open-source projects.
- [Starport](https://promptless.ai/docs/for-docs/starport.md): Starport is a managed docs-as-code framework, built on open-source Astro Starlight, that Promptless sets up and keeps current, on hosting you own.
- [Promptless Capture](https://promptless.ai/docs/for-docs/get-the-most-out/screenshots.md): Use Promptless Capture to keep product screenshots in sync with your UI, regenerating them from your current interface when code changes
- [Free tools](https://promptless.ai/free-tools.md): Broken Link Report: scan a docs site and get the report by email.

## Blog

Product updates, technical writing, and customer stories.

- [Blog posts index (nested)](https://promptless.ai/blog/llms.txt): every post with its .md link
- [Blog listing](https://promptless.ai/blog): the blog page (HTML)

## Changelog

Monthly summaries of user-visible changes.

- [Changelog index (nested)](https://promptless.ai/changelog/llms.txt): every entry with its .md link
- [Changelog listing](https://promptless.ai/changelog): the changelog page (HTML)

## Customers

Stories and public work from teams that use Promptless.

- [How Vellum uses Promptless to draft over 50% of their doc updates](https://promptless.ai/blog/customer-stories/vellum.md): Customer story
- [Testimonials](https://promptless.ai/index.md): Runpod, Bazel, Vellum, Latitude.sh, and Prove, on the homepage, with the customer list: Megaport, Mezmo, Vitess, Helm, Aptible, Runpod, Flatfile, Latitude, Mautic, Vellum, Coactive, Rain, Miter, and Basis.
- [Promptless pull requests in Vitess](https://github.com/vitessio/website/pulls?q=is%3Apr+author%3Aapp%2Fpromptless): public PRs on a CNCF project, each reviewed by the Vitess docs maintainers
- [Promptless pull requests in Helm](https://github.com/helm/helm-www/pulls?q=is%3Apr+author%3Apromptless-for-oss): public PRs on a CNCF project (Docusaurus)
- [Promptless pull requests in Runpod docs](https://github.com/runpod/docs/pulls?q=is%3Apr+author%3Aapp%2Fpromptless): public PRs on a customer docs repo (Mintlify)
- [Promptless pull requests in Mautic docs](https://github.com/mautic/user-documentation/pulls?q=is%3Apr+author%3Apromptless-for-oss): public PRs on an open-source project (Sphinx)
- [Promptless pull requests in Bazel docs](https://github.com/bazel-contrib/bazel-docs/pulls?q=is%3Apr+author%3Aapp%2Fpromptless): public PRs on an open-source project (Mintlify)

## Security

Security and data-handling policies.

- [Data handling and classification](https://promptless.ai/docs/for-docs/security/data-handling-and-classification.md): See what data Promptless stores, what it only processes, and how data minimization keeps sensitive end-user data out of scope.
- [How Promptless uses AI](https://promptless.ai/docs/for-docs/security/how-promptless-uses-ai.md): How Promptless uses AI to generate documentation, including its default and enterprise model options, no training on customer data, real-time processing without retention, and self-hosting.
- [Access and permissions](https://promptless.ai/docs/for-docs/security/access-and-permissions.md): How Promptless keeps access least-privilege: what it reads versus writes, how to scope each connection, the read-only options available, and how to revoke access.
- [How Promptless protects secrets and sensitive data](https://promptless.ai/docs/for-docs/security/secrets-and-sensitive-data.md): Confirm how Promptless protects secrets and sensitive data: real-time processing without retention, plus automatic credential-pattern redaction in the records it logs, stores, and transmits.
- [Network architecture](https://promptless.ai/docs/for-docs/security/network-architecture.md): Review the cloud network architecture, security controls, and redundancy behind Promptless.
- [Promptless subprocessors](https://promptless.ai/docs/for-docs/security/subprocessors.md): The third-party subprocessors behind Promptless's documentation automation, including its model-agnostic AI providers.
- [Privacy policy](https://promptless.ai/docs/for-docs/security/privacy-policy.md): How Promptless handles your data, why it does not store your source code or conversations, and why it does not train models on your content.
- [Single sign-on (SSO) setup](https://promptless.ai/docs/for-docs/security/single-sign-on.md): Set up single sign-on so enterprise users authenticate through your existing identity provider.

## Optional

- [Sitemap](https://promptless.ai/sitemap-index.xml): XML sitemap of the HTML pages