# How to connect TextRazor to OpenClaw (paste one key, 6 tools)

> Connect TextRazor to OpenClaw with ClawLink: paste your TextRazor key once and 6 tools work from chat. No MCP server to run, nothing stored on your machine.

Web version: https://claw-link.dev/openclaw/textrazor

The usual route to TextRazor access for OpenClaw is an MCP server you configure and keep running, plus your own OAuth app or API keys. ClawLink gives OpenClaw a more practical TextRazor setup: install one ClawHub skill, connect TextRazor in the browser, and OpenClaw can call real TextRazor actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.

## Setup

It takes three steps to connect OpenClaw to TextRazor.

1. **Install ClawLink** — add the plugin to OpenClaw once.
2. **Connect TextRazor** — one-click OAuth in the ClawLink dashboard.
3. **Use it from chat** — ask OpenClaw in plain English.

**Paste this into OpenClaw to set up ClawLink:**

> I want to connect my apps to OpenClaw through ClawLink.
> Please install the ClawLink plugin from ClawHub and enable it: `openclaw plugins install clawhub:clawlink-plugin`
> When it is installed, tell me and stop. After I reply, give me the ClawLink pairing link. Setup notes, if you need them: https://claw-link.dev/skill.md

**Alternative for any agent (no plugin needed):** if the OpenClaw plugin route isn't available or doesn't work, any AI agent with shell access can use the ClawLink CLI instead:

```bash
npx -y @useclawlink/cli login          # sign in via browser — no API key to paste
npx -y @useclawlink/cli connect textrazor  # connect TextRazor (browser OAuth)
npx -y @useclawlink/cli actions textrazor  # list available actions
npx -y @useclawlink/cli run textrazor <action> --input '<json>'  # execute (add --confirm for writes)
```

### Install by command

The setup prompt above does all of this in one paste. By hand, it is one install command plus a browser approval:

```bash
openclaw plugins install clawhub:clawlink-plugin
```

Then ask OpenClaw to set up ClawLink. It starts browser pairing and prints an approval link — open it, approve the device, return to the chat, and say `done`. Finally, connect TextRazor in the [ClawLink dashboard](https://claw-link.dev/dashboard) — paste your TextRazor API key once.

Verify the connection by asking OpenClaw:

> Use TextRazor to account info and walk me through the result in plain English.

### Using a different agent?

The OpenClaw plugin is one client of ClawLink's MCP server. Claude Code, Cursor, Codex, or any agent that can run a shell command pairs with the same ClawLink account through the CLI:

```bash
npx -y @useclawlink/cli login
```

`login` opens the same browser approval and stores a credential locally. Once TextRazor is connected in the dashboard, that agent calls the same 6 TextRazor tools over MCP. Full setup for MCP clients and shell agents: [connect apps to any AI agent](https://claw-link.dev/learn/connect-apps-to-any-ai-agent).

## TextRazor MCP for OpenClaw

Looking for a TextRazor MCP server for OpenClaw? ClawLink connects TextRazor to OpenClaw and exposes 6 TextRazor tools your agent can call over [MCP](https://claw-link.dev/learn/what-is-an-mcp-server), with [hosted auth](https://claw-link.dev/learn/oauth-for-ai-agents) and nothing to run or maintain yourself. Using Hermes instead? The [Hermes TextRazor integration](https://claw-link.dev/hermes/textrazor) works the same way.

## What the OpenClaw TextRazor integration can do

6 TextRazor tools are ready for OpenClaw once the account is connected.

### All 6 TextRazor tools for OpenClaw

| Tool | What it does |
|---|---|
| **Account info** `textrazor_account_info` | Retrieves comprehensive information about a TextRazor account, providing essential details |
| **Classify text** `textrazor_classify_text` | Will classify text into predefined categories using TextRazor's classification capabilities |
| **Extract entities** `textrazor_extract_entities` | Extract named entities (people, places, companies, etc.) from text using TextRazor's entity |
| **Text razor analyze content** `textrazor_text_razor_analyze_content` | A comprehensive content analysis tool that combines multiple TextRazor extractors to perform a |
| **Custom classifier manager** `textrazor_custom_classifier_manager` | Manages custom classifiers in TextRazor, allowing users to create, update, and manage custom |
| **Dictionary manager** `textrazor_dictionary_manager` | Manage custom entity dictionaries in TextRazor for enhanced named entity recognition |

## Example prompts

**Account Info**

> Use TextRazor to account info and walk me through the result in plain English.

**Classify Text**

> Use TextRazor to classify text and walk me through the result in plain English.

**Extract Entities**

> Use TextRazor to extract entities and walk me through the result in plain English.

**Text Razor Analyze Content**

> Use TextRazor to text razor analyze content and walk me through the result in plain English.

## ClawLink vs. building it yourself

The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want TextRazor working from chat.

| | Manual | ClawLink |
|---|---|---|
| **Credential handling** | Collect, validate, store, and rotate the TextRazor API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected TextRazor account becomes available to the agent without you building credential management. |
| **Ongoing maintenance** | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for TextRazor. | ClawLink handles the repetitive integration plumbing so your team can focus on the workflow instead of the infrastructure. |
| **Agent usability** | You still need to expose the right TextRazor actions to the runtime in a format your agent can reliably use. | 6 tools for TextRazor are already exposed through ClawLink, so the agent can read and act from chat immediately. |

## ClawLink vs. Composio

Composio also exposes TextRazor to AI agents. It is developer infrastructure: Python and TypeScript SDKs, an MCP server, and a catalog past 1,000 apps, aimed at teams shipping agent products. ClawLink is built for OpenClaw users instead. You install the plugin once, connect TextRazor in the browser, and the 6 tools above work from chat. There is no SDK and no config file, and the TextRazor key you paste at setup is stored server-side rather than kept in your environment. Choosing between them? Read the full [Composio alternatives](https://claw-link.dev/hub/composio-alternatives) comparison.

### OpenClaw installed the TextRazor skill but can't call the tools
The ClawHub skill teaches OpenClaw about TextRazor, but the calls run through the ClawLink plugin and your connected account. Make sure TextRazor is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.

### Connection succeeds but no tools appear
Reconnect TextRazor from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.

### "Tool schema not loaded yet" error when calling TextRazor tools
TextRazor tool schemas load on demand the first time a tool runs and are cached after that, so this error usually clears on its own: wait a few seconds and retry the same request. If every TextRazor call keeps failing with it in a fresh chat, reconnect from the dashboard, and contact support if it still persists — that pattern points to a configuration problem on our side, not something you can fix by reconnecting again.

### TextRazor returns 403 or "permission denied" on one action while others work
Two usual causes. The connected account may not have access to the specific workspace, inbox, store, or project in the request — check that first. If access looks right, the agent may have sent a placeholder value (like "YOUR_ID" or an example id from documentation) instead of a real one: ask it to run a list or search tool first, then retry the action with a real id from those results. Most failures at this stage are one of these two, not ClawLink bugs.

### API key setup works but results look incomplete
Double-check that the API key for TextRazor has the right scopes or account access. A valid key can still be too limited for some reads or writes.

### Is there a OpenClaw TextRazor integration?
Yes. ClawLink is the fastest way to connect OpenClaw to TextRazor: link your TextRazor account once in the browser and OpenClaw can call the TextRazor API through 6 ready-made tools — no custom code or token handling.

### How do I add TextRazor to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink TextRazor skill from ClawHub, then you click Connect in the dashboard to authorize TextRazor. OpenClaw calls the tools from the next message — no config files, and the TextRazor key you paste is stored server-side instead of in your environment.

### How long does it take to connect TextRazor to OpenClaw?
About two minutes. Sign in, click Connect next to TextRazor in the dashboard, authenticate, and OpenClaw can use it from the next chat message.

### Why use ClawLink instead of wiring TextRazor up myself?
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want TextRazor working from chat.

### OpenClaw installed the TextRazor skill but can't call the tools
The ClawHub skill teaches OpenClaw about TextRazor, but the calls run through the ClawLink plugin and your connected account. Make sure TextRazor is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.

## Related

- [DataRobot](https://claw-link.dev/openclaw/datarobot) — DataRobot is a machine learning platform that automates model building, deployment, and monitoring, enabling organizations to derive predictive insights from large datasets.
- [Connect Chatbotkit](https://claw-link.dev/openclaw/chatbotkit) — ChatBotKit is a platform that enables developers to build and manage AI-powered chatbots, offering comprehensive APIs and SDKs for seamless integration into applications.
- [OpenClaw Just One API integration](https://claw-link.dev/openclaw/just-one-api) — Just One API provides unified access to public social media, creator, entertainment, and ecommerce data across hundreds of metered endpoints.
