# Metatextai AI integration on Definable

> Metatext AI specializes in natural language processing and text generation, helping organizations automate writing tasks, sentiment analysis, or content moderation

## What this connects

Metatext AI specializes in natural language processing and text generation, helping organizations automate writing tasks, sentiment analysis, or content moderation

Vendor: https://metatext.ai

## Tools available

**13** tools available. First 12:

- `METATEXTAI_CHAT_COMPLETIONS` — Chat Completions — Tool to generate chat completions. Use when you need OpenAI-compatible conversational responses.
- `METATEXTAI_CLASSIFY` — Classify Text — Tool to classify text. Use when you need to obtain labels and confidence scores from a trained MetatextAI model for given text.
- `METATEXTAI_CREATE_POLICY_GUARDRAILS` — Create Policy Guardrails — Tool to create a policy guardrail. Use when you need to define automated guardrails for content in a specific application.
- `METATEXTAI_DELETE_POLICY_GUARDRAILS` — Delete Guardrail Policy — Tool to delete a guardrail policy. Use when you need to remove a policy by ID for a specific application after confirming valid application and policy IDs.
- `METATEXTAI_EVALUATE` — Evaluate Messages — Tool to evaluate LLM messages against policies/guardrails. Use after generating model output to get violation details or corrections.
- `METATEXTAI_EXTRACT` — Run Extraction — Tool to run information extraction. Use when you need to extract structured data from text.
- `METATEXTAI_GENERATE` — Generate Text — Tool to generate text for a project model. Use when you need LLM completions or chat responses. Supports both prompt and message-based inputs with temperature, stop-sequence, and token limits.
- `METATEXTAI_LIST_APPLICATIONS` — List Applications — Tool to retrieve a list of all existing applications. Use when you need to view application IDs, names, and descriptions.
- `METATEXTAI_LIST_MODELS` — List Models — Tool to retrieve a list of all available models and their supported tasks. Use when you need to choose an appropriate model for chat completions.
- `METATEXTAI_LIST_POLICIES_GUARDRAILS` — List Guardrail Policies — Tool to list all guardrail policies for a specific application. Use after obtaining an application ID to inspect its configured policies.
- `METATEXTAI_LIST_RED_TEAM_TEST_PROBES` — List Red Team Test Probes — Tool to list all available red team test probes. Use when you need to discover available probes for red teaming.
- `METATEXTAI_RUN_RED_TEAM_TEST_SCAN` — Run Red Team Test Scan — Tool to run a vulnerability red-team test scan. Use when you need to execute probes against an application.

## Auth

Auth schemes: `API_KEY`.

## How agents use Metatextai

Inside a Definable workflow, Metatextai is one of the tools the **Distributor specialist** can call. Example coordination patterns:

- **Researcher → Metatextai** — the Researcher (GPT-5.5) pulls context from Metatextai (records, threads, documents), synthesises findings, and briefs the rest of the team.
- **Writer → Distributor → Metatextai** — the Writer (Claude Opus 4.7) drafts copy in brand voice, the Verifier passes it, then the Distributor writes the result into Metatextai (create record, post message, draft email).
- **Designer / Engineer → Distributor → Metatextai** — the Designer ships an asset or the Engineer ships a code change, the Distributor delivers it via Metatextai (attach file, open PR comment, post status).

The Verifier checks every Metatextai call. On rate limit, schema drift, or auth refresh it self-heals and retries — the workflow completes without manual intervention.

## Categories

- artificial intelligence — https://definable.ai/apps/category/artificial-intelligence/
- ai content generation — https://definable.ai/apps/category/ai-content-generation/

## Related

- HTML page: https://definable.ai/apps/metatextai/
- Same category (artificial intelligence): https://definable.ai/apps/category/artificial-intelligence/
- All integrations: https://definable.ai/apps/
- Workflow (multi-agent loop): https://definable.ai/workflow/
- Apps llms.txt index: https://definable.ai/llms-apps.txt