# How to connect Prospeo to OpenClaw (paste one key, 8 tools)

> Connect Prospeo to OpenClaw with ClawLink: paste your Prospeo key once and 8 tools work from chat. No MCP server to run, nothing stored on your machine.

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

The usual route to Prospeo 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 Prospeo setup: install one ClawHub skill, connect Prospeo in the browser, and OpenClaw can call real Prospeo 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 Prospeo.

1. **Install ClawLink** — add the plugin to OpenClaw once.
2. **Connect Prospeo** — 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 prospeo  # connect Prospeo (browser OAuth)
npx -y @useclawlink/cli actions prospeo  # list available actions
npx -y @useclawlink/cli run prospeo <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 Prospeo in the [ClawLink dashboard](https://claw-link.dev/dashboard) — paste your Prospeo API key once.

Verify the connection by asking OpenClaw:

> Use Prospeo to bulk enrich companies 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 Prospeo is connected in the dashboard, that agent calls the same 8 Prospeo 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).

## Prospeo MCP for OpenClaw

Looking for a Prospeo MCP server for OpenClaw? ClawLink connects Prospeo to OpenClaw and exposes 8 Prospeo 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 Prospeo integration](https://claw-link.dev/hermes/prospeo) works the same way.

## What the OpenClaw Prospeo integration can do

8 Prospeo tools are ready for OpenClaw once the account is connected.

### All 8 Prospeo tools for OpenClaw

| Tool | What it does |
|---|---|
| **Bulk enrich companies** `prospeo_bulk_enrich_companies` | Match 1-50 companies and correlate outcomes by caller-generated identifier |
| **Bulk enrich people** `prospeo_bulk_enrich_people` | Match 1-50 people and correlate every outcome by a caller-generated identifier |
| **Enrich company** `prospeo_enrich_company` | Match one company and return its full profile |
| **Enrich person** `prospeo_enrich_person` | Match one person and return profile, company, and verified contact data |
| **Get account information** `prospeo_get_account_information` | Return the connected Prospeo team's plan, remaining and used credits, team size, and |
| **Search companies** `prospeo_search_companies` | Search Prospeo's company database with typed practical and advanced filters |
| **Search people** `prospeo_search_people` | Search Prospeo's person database with typed person and company filters |
| **Search suggestions** `prospeo_search_suggestions` | Resolve canonical Prospeo filter values for locations, titles, technologies, industries, codes |

## Example prompts

**Bulk Enrich Companies**

> Use Prospeo to bulk enrich companies and walk me through the result in plain English.

**Bulk Enrich People**

> Use Prospeo to bulk enrich people and walk me through the result in plain English.

**Enrich Company**

> Use Prospeo to enrich company and walk me through the result in plain English.

**Enrich Person**

> Use Prospeo to enrich person 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 Prospeo working from chat.

| | Manual | ClawLink |
|---|---|---|
| **Credential handling** | Collect, validate, store, and rotate the Prospeo API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Prospeo 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 Prospeo. | 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 Prospeo actions to the runtime in a format your agent can reliably use. | 8 tools for Prospeo are already exposed through ClawLink, so the agent can read and act from chat immediately. |

## ClawLink vs. Composio

Composio also exposes Prospeo 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 Prospeo in the browser, and the 8 tools above work from chat. There is no SDK and no config file, and the Prospeo 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 Prospeo skill but can't call the tools
The ClawHub skill teaches OpenClaw about Prospeo, but the calls run through the ClawLink plugin and your connected account. Make sure Prospeo 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 Prospeo 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 Prospeo tools
Prospeo 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 Prospeo 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.

### Prospeo 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 Prospeo has the right scopes or account access. A valid key can still be too limited for some reads or writes.

### Is there a OpenClaw Prospeo integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Prospeo: link your Prospeo account once in the browser and OpenClaw can call the Prospeo API through 8 ready-made tools — no custom code or token handling.

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

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

### Why use ClawLink instead of wiring Prospeo 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 Prospeo working from chat.

### OpenClaw installed the Prospeo skill but can't call the tools
The ClawHub skill teaches OpenClaw about Prospeo, but the calls run through the ClawLink plugin and your connected account. Make sure Prospeo 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

- [OpenClaw DataRobot integration](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.
- [Chatbotkit tools](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.
- [Just One API tools](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.
