What your AI can do
with graph8.
The graph8 MCP server connects the AI your team already uses (Claude, ChatGPT, Cursor and others) to 420+ graph8 tools through one server URL. Your AI can search 700M+ contacts and 100M+ companies, enrich records, run campaigns, watch competitors and book meetings. This page shows each job with an example.
https://be.graph8.com/mcp/ 
Prompts to try first
Copy a prompt and paste it into any AI tool connected to graph8.
For sales teams
For developers
Instant Connect
Setup for each AI client
Nine ways to connect, all to the same server URL. Claude Desktop, Claude.ai, Cursor and VS Code connect with one click. For ChatGPT, the button copies the URL and opens its settings. Gemini CLI and Windsurf take a short config. The CLI and the SDK install from a terminal. The MCP server signs you in with OAuth.
Claude Desktop
Paste the server URL. No config file needed.
Setup steps
- 1 Copy the server URL
- 2 In Claude Desktop, go to Settings > MCP Servers > Add
- 3 Paste the URL
- 4 Authorize when prompted (one time)
https://be.graph8.com/mcp/
Claude.ai
Paste the server URL. No config file needed.
Setup steps
- 1 Copy the server URL
- 2 In Claude.ai, go to Customize > Connectors > Add custom connector
- 3 Paste the URL
- 4 Authorize when prompted
https://be.graph8.com/mcp/
ChatGPT
Connector availability varies by ChatGPT plan.
Setup steps
- 1 Copy the server URL
- 2 In ChatGPT, go to Settings > Apps > Developer Mode
- 3 Add MCP server and paste the URL
- 4 Authorize via OAuth
https://be.graph8.com/mcp/
Gemini CLI
OAuth is discovered automatically. A browser opens once to sign in.
Setup steps
- 1 Copy the config (note: uses "httpUrl", not "url")
- 2 Open ~/.gemini/settings.json (create it if it does not exist)
- 3 Paste the config
- 4 Restart Gemini CLI, then authorize in the browser when prompted
{
"mcpServers": {
"graph8": {
"httpUrl": "https://be.graph8.com/mcp/"
}
}
} Cursor
40-tool limit: use dev or gtm mode if you have other MCP servers
Setup steps
- 1 Copy the config
- 2 Create .cursor/mcp.json in your project root
- 3 Paste the config
- 4 Restart Cursor
{
"mcpServers": {
"graph8": {
"url": "https://be.graph8.com/mcp/"
}
}
} VS Code
Requires Agent Mode in GitHub Copilot.
Setup steps
- 1 Copy the config (note: uses "servers" key, not "mcpServers")
- 2 Create .vscode/mcp.json in your project root
- 3 Paste the config
- 4 Enable Agent Mode in GitHub Copilot
{
"servers": {
"graph8": {
"url": "https://be.graph8.com/mcp/"
}
}
} Windsurf
Works in Cascade mode.
Setup steps
- 1 Copy the config
- 2 Open ~/.codeium/windsurf/mcp_config.json
- 3 Paste the config
- 4 Restart Windsurf
{
"mcpServers": {
"graph8": {
"url": "https://be.graph8.com/mcp/"
}
}
} CLI
Setup steps
- 1 Run: pip install g8-mcp-server
- 2 Run: g8 login (opens browser to sign in via OAuth)
- 3 Or: g8 login --api-key (paste your API key manually)
pip install g8-mcp-server g8 login
SDK
Setup steps
- 1 Run: npm i @graph8/sdk
- 2 Generate an API key in the graph8 app
- 3 Initialize: g8.init({ apiKey: 'your_key' })
npm i @graph8/sdk
What your AI can do
The four groups of tools
The 420+ tools fall into four groups: Find, Engage, Close and Automate.
Find
- Search 700M+ contacts and 100M+ companies, free.
- Enrich any person or company for 1 credit.
- Preview a prospect list for free before you save it.
Engage
- Run campaigns with 20 campaign tools.
- Draft, start and check on campaigns from the chat.
- Build sequences in the AI tool you already use.
Close
- Book meetings. 51 scheduling tools load on demand through tool search.
- Track competitors with Radar. 42 tools load on demand through tool search.
- Look up current account information before a call.
Automate
- Build workflows with 24 workflow tools.
- Switch between graph8 orgs in the same conversation.
- 119 tools are always loaded. 300+ more load on demand.
41 tools render interactive widgets inside Claude.
Examples
Four example jobs
Sign-in
How sign-in works
Pick your client
Choose your AI client in the picker above and click Instant Connect. Claude and ChatGPT need no config file.
Approve once in your browser
A graph8 sign-in page opens. Approve the connection once. If you do not have a graph8 account yet, you can sign up in the same window.
Tools appear in your client
Your AI can now search, enrich and run graph8 actions. There is no API key to create, paste or rotate.
Pricing
What costs credits
Search is free. Your AI spends credits only when it looks up a person or a company, or saves a list.
For unlimited contact data in your AI tools, MCP Unlimited is $25 per user. The Team plan includes it for every user.
Credit pricing →Searching 700M+ contacts and 100M+ companies is free.
Each person or company enrichment costs 1 credit.
Previewing a list is free. Saving a list spends credits.
For developers
APIs and SDKs
The MCP server is one part of programmable revenue: the graph8 platform, plus the APIs, MCP server and SDKs to run it and build on top of it. Your developers can call the same tools from code.
REST API
Every tool as an HTTP endpoint.
api-reference →TypeScript SDK
A typed client for your own product.
npm i @graph8/sdk →Python CLI
The same server, run from a terminal.
pip install g8-mcp-server →Docs
Sign-in, tools and examples.
build/docs →For developers building agents on graph8, the details are on the developer MCP page.
FAQ
Common questions
Which AI clients does this work with? +
Claude Desktop, Claude.ai, ChatGPT, Gemini CLI, Cursor, VS Code and Windsurf. Any client that supports streamable HTTP MCP connects with the same URL.
What does it cost? +
Search is free. Each person or company lookup costs 1 credit. Previewing a prospect list is free, and saving a list spends credits.
Do I need an API key? +
No. The server uses OAuth 2.0. You click connect and approve once in your browser. If you are new to graph8, you can sign up in the same step.
How many tools does my AI get? +
420+ in total. 119 are always loaded, and 300+ more load on demand through tool search. 41 of them render interactive widgets inside Claude.
Does it work with more than one workspace? +
Yes. Multi-org switching is built in. Ask your AI to switch orgs in the middle of a conversation.
Can we call an API instead? +
Yes. The REST API, TypeScript SDK and Python CLI call the same tools. They are documented at graph8.com/build.
Next step
Try it with one prompt
Connect one AI client with Instant Connect, then paste a prompt from the list above.
OAuth 2.0 · 420+ tools · No API keys