Use Error Classifier and Router with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Classifies LLM and capability errors into a deterministic taxonomy for automated recovery.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete Error Classifier and Router capability set.
These are the exact actions your AI can choose when you ask it to work with Error Classifier and Router.
01-03
3 capabilities in this set.
Part of 3 available through Error Classifier and Router.
- 01
Classify error
Analyzes a specific error signal to categorize it and determine how to recover
- 02
Validate retry eligibility
Determines if a specific attempt is eligible for a retry based on current attempt counts
- 03
Get recovery strategy
Returns the high-level strategy details for a previously classified error category
Observed, not estimated
787ms average. Fast in production.
Error Classifier and Router is checked daily against the live service.
- Fastest day
- 624ms
- Slowest day
- 900ms
- 14-day trend
- Slowing+24%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Error Classifier and Router, so you can see the experience inside your AI.
It does not authenticate your account with Error Classifier and Router. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Error Classifier and Router Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_bFJhrD9k8LOWfWdsWn2VW7wLo36MxtockZY8byJc/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Error Classifier and Router capabilities are ready to use.
{
"mcpServers": {
"error-classifier-and-router-mcp": {
"url": "https://edge.vinkius.com/vk_preview_bFJhrD9k8LOWfWdsWn2VW7wLo36MxtockZY8byJc/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Error Classifier and Router owners ask.
- 01
How does the error classification work?
The system uses exact string and integer matching on error codes and keyword detection in error messages to map them to categories like rate_limit or auth_failure.
- 02
Can I use this to automate retries?
Yes. By using validate_retry_eligibility, your agent can determine if it is allowed to retry an operation and how long it should wait.
- 03
What happens if an error is not recognized?
If the errorCode does not match any known pattern in the taxonomy, the classify_error capability will throw an error.
Explore
More in Reliability
Keyword Intent Classifier AI Connector
Categorize search keywords by intent, length, and marketing funnel stage.
ViewAI App Rate Limiting Economics AI Connector
Calculate the economic impact of rate-limiting strategies on AI infrastructure and revenue.
ViewRAG Chunk Selection Optimizer AI Connector
A deterministic engine to select the most effective RAG information chunks within token budgets.
ViewCometly AI Connector
Enable your AI agent to track conversions, retrieve attribution data, and monitor campaigns via the Cometly AP
View
Suggestions
Chattermill AI Connector
Analyze customer feedback and sentiment via Chattermill — track AI-powered themes, monitor NPS and CSAT, and u
ViewSalespanel AI Connector
Automate lead tracking and visitor intelligence via Salespanel — manage contacts, website visitors, and engage
ViewHappyrobot AI Connector
Connect Happyrobot to any AI agent via MCP.
ViewAccelerator Acceptance Analytics AI Connector
Calculate acceptance probabilities and cohort composition for accelerator programs.
View
