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Use case

Investigate production errors with Sentry and AI

Monitoring servers bring your error tracker and observability data into the conversation where you are fixing the bug. With Sentry, the assistant can list unresolved issues, open a stack trace, see which release introduced an error, and read the breadcrumbs that led up to it, then jump straight to the code. Servers for Datadog, Grafana, and similar tools add metrics, logs, and traces. The result is a shorter path from an alert to a fix. Use a token with read access to start, and add write scopes later if you want the agent to resolve or assign issues.

439 matching serversRanked by trust score
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Try it

Example prompts

Paste one into Claude, Cursor, or any MCP client once a matching server is installed.

  • What are the top five unresolved Sentry issues in production this week?

  • Show the stack trace for the newest TypeError and suggest a fix in our code.

  • Did error volume go up after yesterday's release?

Top matches

MCP servers for error monitoring

The 12 strongest of 439 matching servers. Servers that name the topic directly come first.

More in Monitoring
  • Trust score 65 of 100, Good

    Query OTel traces across Jaeger, Tempo, Traceloop, Datadog, Sentry, X-Ray, New Relic, Honeycomb.

    Registry
    0 stars—/wk weekly downloads— tools
  • Trust score 63 of 100, Good

    MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants

    OfficialRegistryRemote
    — stars—/wk weekly downloads— tools
  • Trust score 55 of 100, Fair

    Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

    Registry
    — stars—/wk weekly downloads— tools
  • Trust score 55 of 100, Fair

    Search & edit Grafana dashboards, query datasources (PromQL/LogQL/SQL), inspect alerts.

    Registry
    — stars—/wk weekly downloads— tools
  • Trust score 52 of 100, Fair

    Chipp Observability

    Unknown author

    Chipp: a deployed project's database (read), logs, errors, analytics, CI status, custom actions.

    RegistryRemote
    — stars—/wk weekly downloads— tools
  • Release Radar MCP by usefulapi logo
    Trust score 52 of 100, Fair

    Correlate GitHub releases with Sentry issues and PagerDuty incidents.

    RegistryRemote
    — stars—/wk weekly downloads— tools
  • UsageMax public observability logo
    Trust score 52 of 100, Fair

    Read-only MCP for AI usage profiles, leaderboards, stats, and docs; no writes or private data.

    RegistryRemote
    — stars—/wk weekly downloads— tools
  • Trust score 50 of 100, Fair

    AI agent observability with deterministic record/replay for debugging agent failures.

    Registry
    — stars—/wk weekly downloads— tools
  • Trust score 47 of 100, Fair

    Query and analyse your data from Bitmovin Observability

    RegistryRemote
    — stars—/wk weekly downloads— tools
Setup

How to set it up

  1. Pick a server. tracehub-mcp is the strongest match. Check its tools and the API keys it needs on its page.
  2. Copy the config for your client. Open the install guide for Claude Desktop, Claude Code, Cursor, or VS Code, and paste the generated block into the client's config file. The client guides show where each config file lives.
  3. Restart and try a prompt. Restart the client so it loads the server, then paste one of the example prompts above.
FAQ

Questions about error monitoring

What is the best MCP server for error monitoring?

tracehub-mcp ranks first here with a trust score of 65/100, followed by sentry-mcp (63) and Observability AIops (55). Servers that name the topic directly come first, each group ordered by the public trust score, which nobody can pay for. See the methodology for how it is calculated.

How do I set up tracehub-mcp in Claude or Cursor?

Open the install guide for Claude Desktop or Cursor, copy the generated config into the client's config file, add any API keys the server asks for, then restart the client. The client guides cover VS Code, Claude Code, Windsurf, and more.

Can I use a hosted server instead of installing one locally?

8 of the 12 servers listed here can connect remotely over HTTP, so there is nothing to run on your machine: sentry-mcp, Chipp Observability, Release Radar MCP by usefulapi, and others. The rest run locally over stdio.

How many MCP servers can do this?

MCPpedia lists 439 published servers that match this use case. This page shows the 12 strongest matches; thin and duplicate listings are left out.

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