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Sentry MCP - AI Error Monitoring for Agents

Pricing

Pay per event + usage

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Sentry MCP - AI Error Monitoring for Agents

Sentry MCP - AI Error Monitoring for Agents

219 tools for AI agents that fix bugs. Wraps the Sentry PP CLI as an MCP server with PPE billing.

Pricing

Pay per event + usage

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AutomateLab

AutomateLab

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1

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10 days ago

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Sentry MCP Actor

219 tools for AI agents that fix bugs. This Apify Actor wraps the Sentry PP CLI as an MCP server, enabling AI agents to monitor, investigate, and resolve errors programmatically.

What does Sentry MCP do?

Sentry MCP provides comprehensive error monitoring and issue management through 219 tools. AI agents can use these tools to:

  • List and search events from Sentry projects
  • Manage issues (create, update, assign, resolve)
  • Query releases and deployment data
  • Access organization and team data across your Sentry workspace
  • Get detailed event context including stack traces, breadcrumbs, and context variables

This Actor is designed for AI agent workflows — your agent can call Sentry tools directly to understand errors, track down bugs, and get the context needed to fix issues.

Why use Sentry MCP?

  • Agent-native error monitoring — give your AI agents direct access to Sentry's error data
  • Automatic PPE billing — pay-per-event pricing via Apify's platform
  • Standby MCP server — serves the MCP protocol over HTTP for flexible integration
  • Combined with Apify Actors — schedule, orchestrate, and monitor your error monitoring workflows

How to use Sentry MCP

Method 1: Direct tool call via API

curl -X POST https://api.apify.com/v2/acts/YOUR-USER-NAME~sentry-mcp/runs \
-H "Content-Type: application/json" \
-d '{
"tool": "issues_list",
"args": { "project": "my-project", "first": 10 }
}'

Method 2: MCP Protocol (for AI agents)

Connect to the MCP endpoint at https://api.apify.com/v2/acts/YOUR-USER-NAME~sentry-mcp/mcp using any MCP-compatible client. The Actor serves the MCP JSON-RPC protocol in standby mode.

Available tools (sample)

ToolDescription
events_listList events for a project
issues_listList issues with filters
releases_listList all releases
projects_listList all projects
teams_listList organization teams
org_listList organizations
issue_activityGet issue activity stream
events_aggregateAggregate events
project_statsProject-level statistics

Authentication

Set the SENTRY_AUTH_TOKEN secret in the Apify Console. This should be a Sentry API token with appropriate scopes for the tools you're using.

Input

FieldTypeDescription
toolstringTool name to call (e.g., events_list, issues_list)
argsobjectTool arguments as key-value pairs

Example input:

{
"tool": "events_list",
"args": {
"project": "my-backend-service",
"first": 10,
"query": "is:unresolved"
}
}

Output

The Actor outputs results to the default dataset. Example:

{
"result": {
"data": [
{
"id": "1234567890",
"type": "error",
"message": "TypeError: Cannot read property 'foo' of undefined",
"culprit": "src/handlers/user.js in processUser",
"project": "my-backend-service",
"count": 42,
"userCount": 5
}
],
"meta": {
"pagination": {
"next": "https://sentry.io/api/0/projects/..."
}
}
},
"tool": "events_list",
"timestamp": "2026-05-09T20:00:00.000Z"
}

You can download the output dataset in JSON, CSV, HTML, or Excel formats.

Pricing / Cost estimation

This Actor uses Pay-Per-Event (PPE) pricing:

Event TypePrice
list_tools$0.00
sentry_events_list$0.10
sentry_issues_list$0.08
sentry_releases_list$0.05
sentry_projects_list$0.05
Other tools$0.03 - $0.10

Set pricing via the Apify Console or API. Default events (actor start, etc.) are free.

Tips and advanced options

  • Batch processing: Run the Actor on a schedule to process events in batches
  • Filter events: Use query parameter with Sentry search syntax (e.g., is:unresolved level:error)
  • Pagination: Use cursor-based pagination via cursor parameter in tool args
  • Authentication scopes: Ensure your Sentry token has event:read, project:read, org:read as needed

FAQ, disclaimers, and support

Rate limits: Sentry API rate limits apply. Build in retry logic for production use.

Authentication: Your Sentry token is stored as an Apify secret and never logged.

Known limitations:

  • Some tools require specific Sentry plan tiers
  • Events older than 90 days may not be available depending on your plan

For issues or feature requests, open an issue at the GitHub repository or contact support.


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