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MCP server for Autousers — UX evaluation, calibrated AI personas, side-by-side design review.","maintainers":[{"name":"autousers-ai","email":"contact@autousers.ai"}],"readme":"# @autousers/mcp\n\nEvaluate UX with AI personas and human raters — directly from Claude, Cursor, ChatGPT, and any MCP-aware client.\n\n[![npm version](https://img.shields.io/npm/v/@autousers/mcp)](https://www.npmjs.com/package/@autousers/mcp)\n[![MIT licensed](https://img.shields.io/npm/l/@autousers/mcp)](./LICENSE)\n[![Provenance](https://img.shields.io/badge/npm-provenance-blue?logo=npm)](https://www.npmjs.com/package/@autousers/mcp#provenance)\n\n---\n\n## Install\n\nThe fastest way to connect is via the **remote server** — no package to install, OAuth handles auth automatically.\n\n### Direct URL (recommended)\n\nPaste `https://mcp.autousers.ai/mcp` into your client's MCP connector UI or config. OAuth 2.1 launches in the browser on first use.\n\n| Client                | How to connect                                                                                                                                                                                      |\n| --------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| **Claude.ai**         | Settings → Connectors → Add custom connector → paste URL                                                                                                                                            |\n| **Claude Desktop**    | Settings → Connectors → Add custom connector → paste URL                                                                                                                                            |\n| **Cursor**            | See config below or use the [one-click deeplink](cursor://anysphere.cursor-deeplink/mcp/install?name=autousers&config=eyJuYW1lIjoiYXV0b3VzZXJzIiwidXJsIjoiaHR0cHM6Ly9tY3AuYXV0b3VzZXJzLmFpL21jcCJ9) |\n| **VS Code + Copilot** | See config below                                                                                                                                                                                    |\n| **ChatGPT**           | Settings → Connectors → Developer Mode → Add connector → paste URL                                                                                                                                  |\n| **Codex CLI**         | See config below                                                                                                                                                                                    |\n\n**Cursor** — `~/.cursor/mcp.json`:\n\n```json\n{\n  \"mcpServers\": {\n    \"autousers\": {\n      \"url\": \"https://mcp.autousers.ai/mcp\"\n    }\n  }\n}\n```\n\n**VS Code + GitHub Copilot** — `.vscode/mcp.json` (workspace) or `~/.config/Code/User/mcp.json` (global):\n\n```json\n{\n  \"servers\": {\n    \"autousers\": {\n      \"type\": \"http\",\n      \"url\": \"https://mcp.autousers.ai/mcp\"\n    }\n  }\n}\n```\n\n**Claude Code CLI**:\n\n```bash\nclaude mcp add --transport http autousers https://mcp.autousers.ai/mcp\n```\n\n**Codex CLI**:\n\n```bash\ncodex mcp add autousers --url https://mcp.autousers.ai/mcp\n```\n\n### Bridge fallback (stdio-only clients)\n\nClients that only support stdio — Cline, Zed, Continue, Goose — use [mcp-remote](https://github.com/geelen/mcp-remote) as a shim:\n\n```json\n{\n  \"mcpServers\": {\n    \"autousers\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"mcp-remote@>=0.1.16\", \"https://mcp.autousers.ai/mcp\"]\n    }\n  }\n}\n```\n\n**Zed** — `~/.config/zed/settings.json`:\n\n```json\n{\n  \"context_servers\": {\n    \"autousers\": {\n      \"command\": {\n        \"path\": \"npx\",\n        \"args\": [\"-y\", \"mcp-remote@>=0.1.16\", \"https://mcp.autousers.ai/mcp\"]\n      }\n    }\n  }\n}\n```\n\n**Continue** — `~/.continue/config.yaml`:\n\n```yaml\nmcpServers:\n  - name: autousers\n    command: npx\n    args:\n      - -y\n      - \"mcp-remote@>=0.1.16\"\n      - https://mcp.autousers.ai/mcp\n```\n\n### Stdio / headless / CI\n\nFor environments without a browser (CI pipelines, scripted workflows), use the npm package with an API key:\n\n```bash\n# Claude Code with Bearer token\nclaude mcp add --transport http autousers https://mcp.autousers.ai/mcp \\\n  --header \"Authorization: Bearer $AUTOUSERS_API_KEY\"\n```\n\nOr run as a local stdio process:\n\n```bash\nnpx -y @autousers/mcp\n```\n\nWith environment variables:\n\n```json\n{\n  \"mcpServers\": {\n    \"autousers\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@autousers/mcp\"],\n      \"env\": {\n        \"AUTOUSERS_API_KEY\": \"ak_live_...\"\n      }\n    }\n  }\n}\n```\n\n---\n\n## Tools\n\n39 tools across four categories. Read-only tools carry `readOnlyHint=true` and are safe to call without side effects.\n\n### Templates (6)\n\n| Tool                  | Description                                    |\n| --------------------- | ---------------------------------------------- |\n| `templates_list`      | List question templates available to your team |\n| `templates_get`       | Fetch a single template by ID                  |\n| `templates_create`    | Create a new team-scoped template              |\n| `templates_update`    | Patch a template (only supplied fields change) |\n| `templates_delete`    | Hard-delete a template                         |\n| `templates_duplicate` | Deep-clone a template into a destination team  |\n\n### Evaluations (14)\n\n| Tool                          | Description                                                     |\n| ----------------------------- | --------------------------------------------------------------- |\n| `evaluations_list`            | List evaluations the caller can see                             |\n| `evaluations_get`             | Fetch one evaluation including config and comparisons           |\n| `evaluations_create`          | Create an SSE or SxS evaluation; optionally queue autouser runs |\n| `evaluations_update`          | Patch fields on an evaluation                                   |\n| `evaluations_delete`          | Delete an evaluation and its dependent rows                     |\n| `evaluations_save_draft`      | Merge wizard fields into a draft evaluation                     |\n| `evaluations_ratings_list`    | List human + autouser ratings                                   |\n| `evaluations_results_get`     | Aggregate stats and per-rater summaries                         |\n| `evaluations_agreement_get`   | Pairwise Cohen's Kappa inter-rater agreement                    |\n| `evaluations_ai_insights_get` | AI-authored summary, key findings, and recommendations          |\n| `evaluations_export_get`      | Download results as JSON or CSV                                 |\n| `evaluations_share_create`    | Grant a per-user VIEWER / EDITOR / OWNER share                  |\n| `evaluations_shares_list`     | List explicit per-user shares                                   |\n| `evaluations_transfer`        | Transfer evaluation ownership to another user                   |\n\n### Autousers (15)\n\n| Tool                               | Description                                       |\n| ---------------------------------- | ------------------------------------------------- |\n| `autousers_list`                   | List autousers (built-in + custom)                |\n| `autousers_get`                    | Fetch a single autouser by ID                     |\n| `autousers_create`                 | Create a team-scoped custom autouser              |\n| `autousers_update`                 | Patch a custom autouser                           |\n| `autousers_delete`                 | Soft-delete a custom autouser                     |\n| `autousers_duplicate`              | Deep-clone an autouser into a team                |\n| `autousers_run`                    | Queue autouser runs against an evaluation         |\n| `autousers_run_stop`               | Cancel pending or running autouser runs           |\n| `autouser_status_get`              | Run statuses and summary counts for an evaluation |\n| `autouser_run_get`                 | Fetch one autouser run with full context          |\n| `autouser_run_turns_list`          | Per-turn token and cost telemetry for a run       |\n| `autousers_calibration_start`      | Compute Cohen's Kappa vs human ratings            |\n| `autousers_calibration_status_get` | Get calibration status                            |\n| `autousers_calibration_freeze`     | Freeze a rubric version and set it as active      |\n| `autousers_calibration_optimize`   | Send disagreements to AI for rubric suggestions   |\n\n### Settings (4)\n\n| Tool                | Description                                           |\n| ------------------- | ----------------------------------------------------- |\n| `teams_list`        | List every team the caller belongs to                 |\n| `teams_get`         | Fetch one team's detail                               |\n| `team_members_list` | List team members with roles and profiles             |\n| `usage_get`         | Usage rollup: free-run pool remaining and token spend |\n\n---\n\n## Resources & Prompts\n\n### Resources\n\nThree readable resource URIs:\n\n| URI                           | Description                              |\n| ----------------------------- | ---------------------------------------- |\n| `autousers://evaluation/{id}` | Full evaluation object including results |\n| `autousers://template/{id}`   | Template definition with all dimensions  |\n| `autousers://autouser/{id}`   | Autouser persona with rubric             |\n\n### Prompts\n\nFive canned workflows registered as MCP prompts:\n\n| Prompt                 | Description                                                |\n| ---------------------- | ---------------------------------------------------------- |\n| `evaluate-url`         | Create an SSE evaluation against a URL and surface results |\n| `compare-designs`      | Create an SxS evaluation between two URLs                  |\n| `analyze-results`      | Summarise evaluation results with key findings             |\n| `calibrate-autouser`   | Run calibration and freeze the rubric when stable          |\n| `triage-low-agreement` | Surface autouser/human disagreements and suggest fixes     |\n\n---\n\n## Authentication\n\n### OAuth 2.1 (recommended)\n\nWhen you add the server URL to any supported client, an OAuth 2.1 PKCE + DCR flow launches in the browser. After approving, the client receives a short-lived access token (~15 min) that rotates automatically via a refresh token. No static credentials are stored on the client.\n\n**Best for:** Claude.ai, Claude Desktop, Cursor, VS Code, ChatGPT — any interactive session.\n\n### API keys\n\nAPI keys are long-lived bearer tokens for headless environments. Pass them as `Authorization: Bearer ak_live_...` — either as an HTTP header in the direct-URL clients or as the `AUTOUSERS_API_KEY` env var for stdio.\n\n**Best for:** CI pipelines, Claude Code with `--header`, Codex CLI `--bearer-token`, scripts.\n\nMint keys at [app.autousers.ai/settings/api-keys](https://app.autousers.ai/settings/api-keys). Keys are shown **once** at creation — store them in a secrets manager immediately.\n\n### Scopes\n\n| Scope               | Grants                                           |\n| ------------------- | ------------------------------------------------ |\n| `templates:read`    | List and fetch templates                         |\n| `templates:write`   | Create, update, delete, duplicate templates      |\n| `evaluations:read`  | List, fetch, export, view results                |\n| `evaluations:write` | Create, update, delete, share evaluations        |\n| `autousers:read`    | List autousers, fetch runs and telemetry         |\n| `autousers:write`   | Create, update, delete, run, calibrate autousers |\n| `ratings:read`      | List ratings for an evaluation                   |\n\n---\n\n## Configuration\n\n| Variable             | Default                    | Description                                               |\n| -------------------- | -------------------------- | --------------------------------------------------------- |\n| `AUTOUSERS_API_KEY`  | —                          | Bearer token for headless / stdio auth (`ak_live_...`)    |\n| `AUTOUSERS_BASE_URL` | `https://app.autousers.ai` | Override the API host (e.g. for self-hosted or local dev) |\n\nThe default base URL points to production. You only need `AUTOUSERS_BASE_URL` if you are targeting a different environment.\n\n---\n\n## Diagnostics\n\nRun the bundled doctor command to verify your configuration:\n\n```bash\nnpx -y -p @autousers/mcp autousers-mcp-doctor\n```\n\nIt checks that `AUTOUSERS_API_KEY` is set (for stdio auth), that the API host is reachable, and that at least one tool call succeeds. Exits non-zero on any misconfiguration so it integrates cleanly into CI pre-flight checks.\n\n---\n\n## Links\n\n- [autousers.ai](https://autousers.ai) — product homepage\n- [Install hub](https://autousers.ai/help/mcp) — client-specific setup guides\n- [npm package](https://www.npmjs.com/package/@autousers/mcp) — `@autousers/mcp`\n- [MCP specification](https://modelcontextprotocol.io) — Model Context Protocol\n- [License](./LICENSE) — MIT\n","readmeFilename":"README.md"}