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Stammer.ai MCP Server for VS Code CopilotGive VS Code Copilot instant access to 11 tools to Add Qa, Add Url, Create Chatbot, and more

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GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.

Use with Your AI Agent

Ask AI about this App Connector for VS Code Copilot

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The Stammer.ai app connector for VS Code Copilot is a standout in the Industry Titans category — giving your AI agent 11 tools to work with, ready to go from day one.

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Classic Setup·json
{
  "mcpServers": {
    "stammerai": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
Stammer.ai
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* 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.

GitHub Copilot Agent mode brings Stammer.ai data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 11 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the 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 VS Code Copilot 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 VS Code Copilot

When VS Code Copilot 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_qa

Add a Q&A pair to knowledge base

add_url

Add a URL to scrape for knowledge base

create_chatbot

Create a new AI chatbot

get_chatbot

Get details for a specific chatbot

get_knowledge_base

Get the knowledge base for a chatbot

get_sub_account

Get details for a sub-account

list_chatbots

ai account. List all AI agents (chatbots)

list_knowledge_base

List knowledge base items for a chatbot

list_messages

List chat messages for a chatbot

list_sub_accounts

List all white-label sub-accounts

list_users

List all users

Connect Stammer.ai to VS Code Copilot via MCP

Follow these steps to wire Stammer.ai into VS Code Copilot. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Create MCP config

Create a .vscode/mcp.json file in your project root
02

Add the server config

Paste the JSON configuration above
03

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown
04

Start using Stammer.ai

Ask Copilot: "Using Stammer.ai, help me...". 11 tools available

Why Use VS Code Copilot with the Stammer.ai MCP Server

GitHub Copilot for Visual Studio Code provides unique advantages when paired with Stammer.ai through the Model Context Protocol.

01

VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor

02

Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access

03

Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop

04

GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services

Stammer.ai + VS Code Copilot Use Cases

Practical scenarios where VS Code Copilot combined with the Stammer.ai MCP Server delivers measurable value.

01

Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step

02

DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review

03

Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses

04

Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples

Example Prompts for Stammer.ai in VS Code Copilot

Ready-to-use prompts you can give your VS Code Copilot agent to start working with Stammer.ai immediately.

01

"List all active chatbots in my Stammer.ai account."

02

"Show me the performance analytics for all deployed AI chatbots with conversation metrics."

03

"Add 20 new FAQ entries to the Support Bot knowledge base from our latest help center articles."

Troubleshooting Stammer.ai MCP Server with VS Code Copilot

Common issues when connecting Stammer.ai to VS Code Copilot through the Vinkius, and how to resolve them.

01

MCP tools not available

Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.

Stammer.ai + VS Code Copilot FAQ

Common questions about integrating Stammer.ai MCP Server with VS Code Copilot.

01

Which VS Code version supports MCP?

MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.
02

How do I switch to Agent mode?

Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.
03

Can I restrict which MCP tools Copilot can access?

Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.
04

Does MCP work in VS Code Remote or Codespaces?

Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.