Compatible with every major AI agent and IDE
What is the ChangeDetection.io MCP Server?
Connect your ChangeDetection.io instance to any AI agent to automate web monitoring and data extraction through natural conversation.
What you can do
- Watch Management — Create, update, and delete monitors for any URL to track content changes
- Snapshot Analysis — Retrieve historical snapshots and compare differences (diffs) to see exactly what changed
- Tagging & Organization — Categorize your watches with tags to manage large-scale monitoring projects
- Instant Rechecks — Trigger immediate checks for specific watches to get the most up-to-date information
- History Tracking — Access the full history of a watch to analyze trends and previous versions of a page
How it works
- Subscribe to this server
- Enter your ChangeDetection.io Instance URL and API Key
- Start monitoring the web from Claude, Cursor, or any MCP-compatible client
Who is this for?
- Data Analysts — track price changes, availability, or content updates across multiple competitors automatically
- Developers — monitor API documentation or website changes to stay ahead of breaking updates
- SEO Specialists — keep an eye on SERP changes or competitor landing page modifications
Built-in capabilities (14)
Create a new tag
Create a new watch
Delete a watch
Use "latest" for the most recent check. Get single snapshot
Use "previous" and "latest" as keywords. Get snapshot difference (diff)
Get single tag
Get single watch
Get watch favicon
Get watch history
io. Import API
List all tags
List all watches
Search API
Update an existing watch
Why Google ADK?
Google ADK natively supports ChangeDetection.io as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 14 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
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Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with ChangeDetection.io
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Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
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Seamless integration with Google Cloud services means you can combine ChangeDetection.io tools with BigQuery, Vertex AI, and Cloud Functions
ChangeDetection.io in Google ADK
ChangeDetection.io and 4,000+ other MCP servers. One platform. One governance layer.
Teams that connect ChangeDetection.io to Google ADK 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 | 4,000+ 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 ChangeDetection.io in Google ADK
The ChangeDetection.io 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 14 tools execute in hardened sandboxes optimized for native MCP execution.
Your AI agents in Google ADK 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
ChangeDetection.io for Google ADK
Every tool call from Google ADK to the ChangeDetection.io MCP Server is protected by DLP redaction, cryptographic audit chains, V8 sandbox isolation, kill switch, and financial circuit breakers.
Frequently asked questions
Can I see exactly what text changed on a page between the last two checks?
Yes! Use the get_snapshot_diff tool with the watch UUID. It will return the specific differences between the current state and the previous snapshot.
How do I trigger an immediate recheck of a specific website?
You can use the get_watch tool and set the recheck parameter to '1'. This forces the server to fetch the latest version of the page immediately.
Can I filter my monitors by tags using the AI?
Absolutely. When using list_watches, you can provide a tag name to filter the results and only see monitors associated with that specific category.
How does Google ADK connect to MCP servers?
Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
Can ADK agents use multiple MCP servers?
Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
Which Gemini models work best with MCP tools?
Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.
McpToolset not found
Update: pip install --upgrade google-adk
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