Build AG-UI protocol clients and servers with the Microsoft Agent Framework .NET SDK (Microsoft.Agents.AI.AGUI + Microsoft.Agents.AI.Hosting.AGUI.AspNetCore). U
Read, search, and manage Confluence Cloud pages, spaces, blog posts, comments, attachments, and labels. Use this whenever the user wants to find a page, read a
Build AG-UI (Agent UI) protocol servers and clients in Python with the Microsoft Agent Framework (agent-framework-ag-ui). Use when hosting an Agent or Workflow
Query and manage Datadog monitoring data — logs, metrics, monitors, dashboards, events, SLOs, traces, and incidents. Use this whenever the user wants to search
Post-mortem analysis of a PhysicsIntern workspace run (Claude Code, Pi, Codex, or OpenCode host). Reconstructs the trajectory from the session record — JSONL fi
Build Microsoft Foundry agents with the Microsoft Agent Framework .NET SDK (Microsoft.Agents.AI + Microsoft.Agents.AI.Foundry). Use when creating agents via AIP
Search the company's enterprise knowledge index. Use this FIRST when starting any task that touches company-specific context - projects, people, policies, inter
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsP
Search, read, create, update, export, and share files in Google Drive. Use this whenever the user wants to find a file in Drive, read a Google Doc or Sheet, upl
Build deterministic, multi-step workflows with the Microsoft Agent Framework .NET SDK (Microsoft.Agents.AI.Workflows). Use when composing executors and edges in
Work with a Grafana instance — search and read dashboards, run datasource queries (Prometheus, Loki, PostgreSQL, etc.), inspect alert rules and silences, post a
Build deterministic multi-step, multi-agent workflows in Python with the Microsoft Agent Framework (agent-framework). Use when composing Executor nodes and edge
Compose polished charts (timeseries, bar, line, area, pie, scatter, or anything else the data calls for) from tabular data using the chartkit primitives, produc
Read, create, update, search, and associate HubSpot CRM records — contacts, companies, deals, tickets, and custom objects. Use this whenever the user wants to l
Read and manage Jira Cloud issues, projects, boards, sprints, comments, and transitions. Use this whenever the user wants to search issues with JQL, create or u
Configure work item platform (GitHub Issues or Azure DevOps), detect process template, and save preference. Use when you need to identify where to create or rea
Read and manage Linear issues, projects, cycles, teams, comments, and labels. Use this whenever the user wants to list their issues, search issues, create or up
Search, read, and write Notion pages, databases, and blocks. Use this whenever the user wants to find a page in Notion, read a database, add a row, create or ap
Query and manage PagerDuty — find out who's on call, list and manage incidents, read escalation policies and schedules, trace who got paged and why, acknowledge
Complexity analysis for user stories with known work, risks, and scenarios. Use when you need to estimate effort, points, size, or analyze complexity of a user
Run SQL against Amazon Redshift — submit statements, poll status, page through results, and browse databases/schemas/tables. Use this whenever the user wants to
Comprehensive guide to all Copilot CLI running modes: Interactive, Plan, Autopilot, Fleet, Research, Chronicle, and Delegate. Use when asked about CLI modes, wo
Query, read, create, update, and describe Salesforce records — Accounts, Contacts, Opportunities, Leads, Cases, and custom objects. Use this whenever the user w
Operational tips and best practices for working with Microsoft Fabric Data Factory MCP tools. Use when executing queries, troubleshooting timeouts, creating dat
Query and manage Sentry error-tracking data — list and search issues, drill into events and stack traces, inspect projects and releases, resolve/ignore issues,
Run SQL against Snowflake — submit statements, poll async handles, fetch result partitions, cancel, and browse warehouses/databases/schemas/tables. Use this whe
Systematic debugging with structured triage. Use when tests fail, builds break, runtime behavior does not match expectations, or any unexpected error occurs dur
Ask hard clarifying questions, stress-test assumptions, and challenge a plan or design until ambiguity is resolved. Exhaustively walks each branch of a decision