Bring Stammer Ai
to Windsurf
Learn how to connect Stammer.ai to Windsurf and start using 11 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the 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.
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.
How it works
1. Subscribe to this server
2. Enter your Stammer.ai API Key from your agency dashboard
3. Start managing your AI agency from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Agency Owners — quickly retrieve sub-account details and monitor chatbot performance without switching tabs.
- AI Developers — automate the process of updating knowledge bases and testing chatbot responses via natural conversation.
- Customer Success Teams — streamline the retrieval of conversational logs and monitor user engagement directly within the chat.
Built-in capabilities (11)
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
Why Windsurf?
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.
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Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention
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Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively
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JSON-based configuration means zero code changes: paste a URL, reload, and all 11 tools are immediately available
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Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts
Stammer.ai in Windsurf
Stammer.ai and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Stammer.ai to Windsurf through Vinkius don't need to source, host, or maintain individual MCP servers. Every tool call runs inside a hardened runtime with credential isolation, DLP, and a signed audit chain.
Raw MCP | Vinkius | |
|---|---|---|
| Server catalog | Find and host yourself | 3,400+ managed |
| Infrastructure | Self-hosted | Sandboxed V8 isolates |
| Credential handling | Plaintext in config | Vault + runtime injection |
| Data loss prevention | None | Configurable DLP policies |
| Kill switch | None | Global instant shutdown |
| Financial circuit breakers | None | Per-server limits + alerts |
| Audit trail | None | Ed25519 signed logs |
| SIEM log streaming | None | Splunk, Datadog, Webhook |
| Honeytokens | None | Canary alerts on leak |
| Custom domains | Not applicable | DNS challenge verified |
| GDPR compliance | Manual effort | Automated purge + export |
Why teams choose Vinkius for Stammer.ai in Windsurf
The Stammer.ai 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. All 11 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Windsurf only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure, zero maintenance.
* 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
How Vinkius secures
Stammer.ai for Windsurf
Every tool call from Windsurf to the Stammer.ai MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
How do I find my Stammer.ai API Key?
Log in to your Stammer.ai agency dashboard and you will find your unique secret API Key in the API settings or account management section.
How does Windsurf discover MCP tools?
Windsurf reads the 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?
Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.
Does Windsurf support multiple MCP servers?
Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.
Server not connecting
Check Settings → MCP for the server status. Try toggling it off and on.