Bring Llm Training
to VS Code Copilot
Learn how to connect Chaindesk to VS Code Copilot 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 Chaindesk MCP Server?
Connect your Chaindesk.ai account to any AI agent and take full control of your custom LLM orchestration and automated knowledge retrieval workflows through natural conversation.
What you can do
- Agent Orchestration — Create and manage multiple high-fidelity AI agent instances programmatically, including configuring system prompts and model selection
- Knowledge Graph Ingestion — Programmatically upsert data sources (website URLs, text, documents) into connected datastores to maintain a real-time knowledge base
- Deep Semantic Querying — Interact with your custom agents to retrieve context-aware AI responses based on your proprietary data and high-fidelity grounding
- Conversation Intelligence — Access complete session histories and message threads to provide perfectly coordinated context for support and research tasks
- Datastore Monitoring — Access and monitor your directory of knowledge collections (datastores) and their status directly through your agent for instant reporting
How it works
1. Subscribe to this server
2. Retrieve your API Key from your Chaindesk dashboard (Settings > API Keys)
3. Start building and querying your custom AI assistants from Claude, Cursor, or any MCP client
No more manual copy-pasting of text for bot training. Your AI acts as your dedicated agent engineer and knowledge architect.
Who is this for?
- Developers & Ops — integrate custom-trained AI models into internal tools and automate document ingestion using natural language commands
- Support Teams — monitor agent responses and update knowledge bases in real-time without leaving your workspace
- Product Leads — coordinate the deployment of specialized AI assistants for different business units through simple AI queries
Built-in capabilities (11)
Provide name, datastoreId, and system prompt. Create a new AI agent
Delete an agent
Get details of a specific agent
Get details of a datastore
Get messages from a conversation
List all AI agents
Can be filtered by agentId. List chat conversations
List all datastores
Send a message to an agent
Update an existing agent
Add or update a data source
Why VS Code Copilot?
GitHub Copilot Agent mode brings Chaindesk 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.
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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
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Project-scoped MCP configs (
.vscode/mcp.json) let you commit server configurations to your repository, ensuring the entire team shares the same tool access - —
Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
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GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services
Chaindesk in VS Code Copilot
Chaindesk and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect Chaindesk to VS Code Copilot 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 Chaindesk in VS Code Copilot
The Chaindesk 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 VS Code Copilot 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
Chaindesk for VS Code Copilot
Every tool call from VS Code Copilot to the Chaindesk 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 Chaindesk API Key?
Log in to your Chaindesk.ai account, navigate to Settings > API Keys, and generate a new key for your integration.
What is a Datastore?
A Datastore is a collection of documents and URLs that your AI agent uses as its knowledge base to answer queries accurately.
Can I maintain conversation context via AI?
Yes! Provide a unique conversationId to the query_agent tool to maintain historical context across multiple turns with your custom bot.
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.
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.
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.
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.
MCP tools not available
Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.