Bring Web Scraping
to VS Code Copilot
Learn how to connect JigsawStack to VS Code Copilot and start using 7 AI agent tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code.
What is the JigsawStack MCP Server?
Connect your JigsawStack account to any AI agent and access AI-powered utilities through natural conversation.
What you can do
- Web Scraping — Extract structured data from any web page using AI
- Text-to-SQL — Generate SQL queries from natural language descriptions
- Translation — Translate text between multiple languages
- Data Validation — Validate emails, phone numbers, and other data formats
- Geocoding — Convert addresses to coordinates and reverse geocode
- Image Processing — Analyze and process images with AI
How it works
1. Subscribe to this server
2. Enter your JigsawStack API Key
3. Start using AI utilities from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Developers — integrate AI scraping, translation, and data validation
- Data Teams — generate SQL from natural language and geocode addresses
- Automation Engineers — build AI-powered data pipelines
Built-in capabilities (7)
Scrape a website using natural language
Perform an AI-powered web search
Check if an image is NSFW
Check text for profanity
Perform vOCR on an image URL
Summarize long text content
Translate text between languages
Why VS Code Copilot?
GitHub Copilot Agent mode brings JigsawStack data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 7 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
JigsawStack in VS Code Copilot
JigsawStack and 3,400+ other MCP servers. One platform. One governance layer.
Teams that connect JigsawStack 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 JigsawStack in VS Code Copilot
The JigsawStack 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 7 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
JigsawStack for VS Code Copilot
Every tool call from VS Code Copilot to the JigsawStack MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I scrape any web page and extract structured data?
Yes. The web scraping tool uses AI to extract structured data from any URL. Specify what data you want to extract and the tool returns it in a structured format.
Can I generate SQL queries from natural language?
Yes. The text-to-SQL tool converts natural language descriptions into SQL queries. Provide your schema and a plain English question to get the corresponding SQL.
How does JigsawStack authentication work?
JigsawStack uses a custom x-api-key header (not Bearer) for all requests to api.jigsawstack.com/v1.
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.