Stammer.ai MCP Server for WindsurfGive Windsurf instant access to 11 tools to Add Qa, Add Url, Create Chatbot, and more
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Stammer.ai through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
Ask AI about this App Connector for Windsurf
The Stammer.ai app connector for Windsurf is a standout in the Industry Titans category — giving your AI agent 11 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Stammer.ai and 3,400+ MCP Servers from a single visual interface.




{
"mcpServers": {
"stammerai": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About Stammer.ai MCP Server
Connect your Stammer.ai account to any AI agent to automate your white-label AI agency and chatbot orchestration. Stammer.ai provides a premier platform for agencies to build and resell custom AI agents, and this integration allows you to retrieve chatbot metadata, manage knowledge bases, and track sub-account performance through natural conversation.
Windsurf's Cascade agent chains multiple Stammer.ai tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 11 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.
What you can do
- Chatbot Orchestration — List all managed chatbots and retrieve detailed profile metadata, including status and configuration programmatically.
- Knowledge Base Lifecycle Management — Add new Q&A pairs and website URLs to your chatbots' knowledge base directly from the AI interface to ensure they are always informed.
- Sub-Account & User Control — Access and monitor your agency's sub-accounts and user database to maintain a clear overview of your resell operations.
- Message & Interaction Tracking — Retrieve recent chat messages and monitor conversational logs via natural language commands to ensure high-quality interactions.
- Operational Monitoring — Check system health and manage agency metadata to ensure your white-label platform is always optimized.
The Stammer.ai MCP Server exposes 11 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 11 Stammer.ai tools available for Windsurf
When Windsurf connects to Stammer.ai through Vinkius, your AI agent gets direct access to every tool listed below — spanning stammer-ai, white-label-ai, chatbot-builder, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Add a Q&A pair to knowledge base
Add a URL to scrape for knowledge base
Create a new AI chatbot
Get details for a specific chatbot
Get the knowledge base for a chatbot
Get details for a sub-account
ai account. List all AI agents (chatbots)
List knowledge base items for a chatbot
List chat messages for a chatbot
List all white-label sub-accounts
List all users
Connect Stammer.ai to Windsurf via MCP
Follow these steps to wire Stammer.ai into Windsurf. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Open MCP Settings
Cmd+Shift+P and search "MCP"Add the server
mcp_config.jsonSave and reload
Start using Stammer.ai
Why Use Windsurf with the Stammer.ai MCP Server
Windsurf provides unique advantages when paired with Stammer.ai through the Model Context Protocol.
Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
JSON-based configuration means zero code changes: paste a URL, reload, and all 11 tools are immediately available
Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Stammer.ai + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Stammer.ai MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Stammer.ai and generate models, types, or handlers based on real API responses
Live debugging: query Stammer.ai tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Stammer.ai and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Stammer.ai data with Cascade's code generation to scaffold entire features in minutes
Example Prompts for Stammer.ai in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Stammer.ai immediately.
"List all active chatbots in my Stammer.ai account."
"Show me the performance analytics for all deployed AI chatbots with conversation metrics."
"Add 20 new FAQ entries to the Support Bot knowledge base from our latest help center articles."
Troubleshooting Stammer.ai MCP Server with Windsurf
Common issues when connecting Stammer.ai to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Stammer.ai + Windsurf FAQ
Common questions about integrating Stammer.ai MCP Server with Windsurf.
How does Windsurf discover MCP tools?
mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.