Category Hub
Investigate Issues apps and integrations
Investigate Issues apps connect ChatGPT and Claude to logs, metrics, traces, incident details, error reports, screen recordings, and telemetry so teams can query evidence and troubleshoot production or customer problems. Compare tools by connected observability and support sources, query and visualization options, incident workflows, and supported actions.
49 apps
Top investigate issues apps
Open full directory →Code
Datadog
By Datadog
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Tools: 0 · Prompts: 0
Grafana MCP Server
By Grafana MCP Server
A comprehensive Model Context Protocol (MCP) server for Grafana that provides: - Dashboards: Search, get, update, patch, and create dashboards with context window optimization - Datasources: List and query Prometheus, Loki, and ClickHouse datasources - Prometheus: Execute PromQL queries, histogram percentile analysis, and retrieve metric metadata - Loki: Query logs and metrics using LogQL, detect log patterns - ClickHouse: Execute SQL queries, discover tables and schemas - Alerting: List, create, update, and delete alert rules and contact points - Incidents: Manage incidents in Grafana Incident - Sift: Investigate errors and performance issues - OnCall: Manage on-call schedules, shifts, and alert groups - Pyroscope: Continuous profiling with profile types, labels, and flame graphs - Navigation: Generate accurate deeplinks to Grafana resources - Annotations: Query, create, update, and patch annotations - Admin: Manage teams, users, roles, and permissions - Rendering: Generate PNG snapshots of dashboard panels Requires Grafana version 9.0 or later for full functionality.
Tools: 71
Code
PagerDuty Pre-Commit Risk Score
By PagerDuty
Assess pre-commit risk by correlating PagerDuty incident history with your current code changes. The /risk-score command maps your repo to a PagerDuty service, checks for active incidents, analyzes 90 days of incident history, and identifies correlations between areas you're changing and areas that have caused past incidents.
Tools: 64
Data & Analytics
PostHog
By PostHog Inc.
How to use: Install with claude plugin install posthog, then authenticate via OAuth using the /mcp command. Try prompts like "Show me my feature flags", "Create an experiment to test the new checkout flow", "What errors happened in the last 24 hours?", or "Query page views by country". EU Cloud users can append ?region=eu to the MCP URL, and self-hosted instances are supported via the POSTHOG_BASE_URL environment variable.
Tools: 57 · Prompts: 3
Code
Google Compute Engine
By Google
Enables you to agentically manage your cloud compute infrastructure spanning deployment and operations.
Tools: 29
Code
Sentry
By Sentry
The Sentry plugin brings powerful error monitoring and debugging capabilities directly into Claude Code. Connect to your Sentry environment to analyze production errors, investigate stack traces, and identify patterns across issues—all through natural language queries. The plugin provides real-time access to your error data with severity indicators, user impact metrics, and direct links to Sentry issues.
Tools: 20 · Prompts: 2
Data
Coralogix
By Coralogix
Bring Coralogix into your AI workflow. Enable Claude to work with your logs, metrics, and traces so you can explore and debug issues through natural language - run queries, inspect incidents and alert details, and ground answers in the data your team already relies on. Spend less time jumping between tools and more time understanding what your telemetry is telling you.
Tools: 16
Developer-Tools
Subtext
By Fullstory
Subtext is session replay built for agents instead of humans. Connect it and your Claude agents can open real production sessions and investigate them directly—no scrubbing a timeline, no video to watch. Learn more at https://subtext.fullstory.com/docs/introduction Hand your agent a Subtext link from wherever it already looks—a Sentry issue, a Linear ticket, a support thread, a PR—and it jumps to the right moment, inspects screenshots and accessibility trees, diffs DOM state, and reads console and network activity to find the root cause. Then it files the fix or hands you the finding. You review the answer, not the replay. What your agent gets: Session tools it calls directly: open a session, jump to a moment, inspect and compare state—purpose-built so agents traverse dense session data efficiently, with fewer tokens than pointing a general agent at raw replay. Best-in-class capture from Fullstory: Fullcapture behavior, pixel-perfect screenshots on demand, DOM diffs, and windowed console and network context. Privacy built for production: precision tools for agents to mask or exclude sensitive fields, plus agent-friendly DLP scanning tools over MCP. Cost-effective: Capture every session without sampling and never miss a critical user experience or bug report. Agents review the ones that matter most. Works with Claude Code or any MCP-compatible agent. Code-first install, self-serve signup, generous free tier, usage-based pricing. Bring your own agent harness—Subtext is the session context it was missing. Session replay used to be something humans watched. Now it's evidence your agents act on.
Tools: 15 · Prompts: 3
Sales-And-Marketing
Amplitude
By Amplitude
Connect your AI workflows to Amplitude's powerful behavior analytics and experimentation platform. The Amplitude MCP server enables seamless integration between AI assistants and your product data, allowing you to search, analyze, and query charts, dashboards, experiments, feature flags, and metrics directly from your AI interface.
Tools: 14
Data
Honeycomb
By honeycomb.io
Query and explore observability data from OpenTelemetry or dozens of other sources in your honeycomb.io account.
Tools: 13
Business & Operations
InfiniteWatch
By InfiniteWatch
InfiniteWatch AI Insights is the observability layer turning 100% of calls, messages, and web sessions into structured signals (intent, friction, risk, and opportunity) in real time rather than relying on the 1-2% samples most teams review, and it pairs that coverage with root-cause narratives (what changed, why, and what to do about it), real-time guidance for live agents during calls and chats, and error and UX-friction tracking on high-traffic websites, so businesses can see how their agents (human or AI) are performing against real outcomes from day one and get their first prioritized signals within days instead of a multi-quarter analytics project.
Prompts: 3
Developer Tools
Datadog (Preview)
By Datadog
Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production applications, identify, visualize, and remediate issues in your critical services. Run agentic loops to ensure you continue to maintain good observability and service management posture.
Prompts: 3
Data & Analytics
Mixpanel Headless
By Mixpanel
Use Mixpanel Headless skills to install and authenticate the mixpanel_headless Python SDK, discover Mixpanel schemas, run segmentation, funnel, retention, flow, and user-profile analyses, and build or inspect Mixpanel dashboards from Codex.
Prompts: 3
Developer Tools
Statsig
By Statsig, LLC
Bring your Statsig workspace into Codex. Product builders can now explore, manage, and create Statsig experiments, feature gates, dynamic configs, and more directly in Codex conversations. Ask things like: “Move this experiment to 50% rollout.” “Turn on this feature gate for all users.” “Show me which dynamic configs changed this week.” "Explain how the DAU metric is defined.” You can both read and write to Statsig: inspect experiment settings, read metric definitions, update allocations, toggle feature flags, edit targeting rules, and modify dynamic config values directly from Codex. The app connects through Statsig’s MCP server and honors your existing Statsig permissions, so you only see and change what you’re authorized to access—across projects, environments, and teams.
Prompts: 1
Developer Tools
Sentry
By OpenAI
Use Sentry skills to inspect recent issues, review events, and summarize production errors with a read-only workflow.
Prompts: 1
Developer Tools
Birdie
By Birdie
Birdie helps you capture customer issues and turn them into clear context for troubleshooting. Instead of relying on written descriptions, customers can record their screen to show the issue. Birdie captures the full context, including what happened, what they clicked, and technical evidence such as console logs, network requests, session data, device metadata, and reproduction steps. This gives your agent the context it needs to understand the issue, troubleshoot it accurately, and move faster to a resolution. With Birdie, your agent does not have to guess what the customer meant. It can see what the customer saw and use the right evidence to investigate the issue. Built for support and technical teams, Birdie reduces back and forth and helps both humans and AI troubleshoot customer issues faster.
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Developer Tools
Threpoly
By Threpoly
Threpoly helps teams review the health, availability and security posture of monitored managed file transfer applications from within ChatGPT. Use Threpoly to check current service status, identify active outages, review historical SLA performance, investigate failed connectivity checks, monitor upload and download workflow tests, and see whether expected files or AS2 messages are overdue. Threpoly also provides security scores and prioritized recommendations for monitored services, helping teams identify configuration changes and areas that may need attention. The app is read-only. It retrieves monitoring information from the authenticated customer’s Threpoly account and does not expose passwords, private keys or other secrets.
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Productivity
Keypup
By Keypup SAS
Keypup is the engineering analytics platform allowing software development teams to federate data from Git (e.g., GitHub) and project management (e.g., Jira) platforms to gain visibility into their development process. With the Keypup app in ChatGPT, you can ask questions about your engineering and product deliveries in plain language and generate fully designed reports. ChatGPT will automatically build analytical queries and leverage the Keypup data model to obtain information on volumes, cycle times, segmentation, etc.
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Business & Operations
Catalog CLI Pro
By Helm
Catalog CLI Pro helps users inspect uploaded Amazon Category Listing Reports from ChatGPT. Users can list available catalogs, run catalog quality audits, summarize priority issues, drill into specific checks such as missing attributes or intent-based bullet coverage, and understand duplicate-row filtering in scan results.
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Developer Tools
Vantage
By Vantage
Vantage is the system of record for allocating and optimizing cloud, SaaS, and AI costs. Vantage has multiple tools for optimizing cloud spend and provides organizations with advanced FinOps workflows and cost governance.
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Developer-Tools
OctoPerf MCP
By OctoPerf
OctoPerf MCP connects Claude to the OctoPerf load-testing platform so you can run a full performance-testing workflow in natural language. Import virtual users from HAR captures, Postman collections, Playwright scripts, JMX files or plain URLs, then validate and auto-correlate them so replay stops failing on dynamic parameters (CSRF tokens, session IDs). Configure and launch load scenarios (ramp-up, stairs, ramp-up/down), schedule them, and read back results: summary metrics, response-time charts, error breakdowns, threshold alarms and insights — and export bench reports as PDF. Hosted remote server: Streamable HTTP with OAuth 2.1 (Dynamic Client Registration + PKCE) — no API key to copy or store. Each user connects with their own OctoPerf account through the browser and can revoke access anytime. Works against OctoPerf SaaS or self-hosted, covering project, virtual-user, scenario and bench-result management (~100 tools).
Tools: 96
Grafana MCP Server
By Grafana MCP Server
A comprehensive Model Context Protocol (MCP) server for Grafana that provides: - Dashboards: Search, get, update, patch, and create dashboards with context window optimization - Datasources: List and query Prometheus, Loki, and ClickHouse datasources - Prometheus: Execute PromQL queries, histogram percentile analysis, and retrieve metric metadata - Loki: Query logs and metrics using LogQL, detect log patterns - ClickHouse: Execute SQL queries, discover tables and schemas - Alerting: List, create, update, and delete alert rules and contact points - Incidents: Manage incidents in Grafana Incident - Sift: Investigate errors and performance issues - OnCall: Manage on-call schedules, shifts, and alert groups - Pyroscope: Continuous profiling with profile types, labels, and flame graphs - Navigation: Generate accurate deeplinks to Grafana resources - Annotations: Query, create, update, and patch annotations - Admin: Manage teams, users, roles, and permissions - Rendering: Generate PNG snapshots of dashboard panels Requires Grafana version 9.0 or later for full functionality.
Tools: 71
Developer-Tools
ohdear.app
By Oh Dear
Oh Dear watches your websites so you don't hear about downtime from your clients first. This connector puts that data, and the settings behind it, in the conversation. Ask about what's happening right now: which monitors have issues, how much downtime a site had last month, when a certificate expires, which links are broken, whether a scheduled task failed to check in, what changed in DNS, how Lighthouse scores are trending, or what your application health checks are reporting. Then act on it. Create and update monitors, schedule maintenance windows or start one right now before a deploy, snooze a noisy check, post an incident update to your status page, and change where alerts go at team, tag or monitor level. Read access is always granted. Write access is opt-in, and you choose it on the consent screen along with which teams to share. You can narrow a connection to specific monitors or status pages, and revoke it at any time from Connected AI assistants in your Oh Dear account. Requires an Oh Dear account. Connecting is one OAuth approval, with no API key to copy and paste. Docs: https://ohdear.app/docs/tools-and-sdks/mcp-server
Tools: 59
Data-Analytics
Brizz
By Brizz
Brizz is the product analytics platform for AI agents. It captures every conversation your agent has, then parses and groups them to reveal what users actually want, where the agent silently fails, and which fixes will move your metrics.
Tools: 45
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