Topic: model-context-protocol
719 skills in this topic.
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testing-api-assertions
Verify API requests in tests. Use when testing that correct API calls are made for create, update, or delete operations. Use when testing mutations, form submissions, or actions with backend side effects.
stacklok/toolhive-studio 121
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testing-api-overrides
Test that components send correct query parameters or request arguments. Use when testing filtering, sorting, pagination, or any read operation where request parameters matter. Use for test-scoped mock customization.
stacklok/toolhive-studio 121
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testing-with-api-mocks
Start here for all API mocking in tests. Covers auto-generation, fixtures, and when to use other skills. Required reading before creating, refactoring, or modifying any test involving API calls.
stacklok/toolhive-studio 121
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lattice
Analyze large files (>500 lines) using handle-based Nucleus queries for 97% token savings. Use when you need to search, filter, aggregate, or explore documents too large for direct context.
yogthos/Matryoshka 119
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reviewing-code
Review code for quality, maintainability, and correctness. Use when reviewing pull requests, evaluating code changes, or providing feedback on implementations. Focuses on API design, patterns, and actionable feedback.
PrefectHQ/fastmcp 24,481
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testing-python
Write and evaluate effective Python tests using pytest. Use when writing tests, reviewing test code, debugging test failures, or improving test coverage. Covers test design, fixtures, parameterization, mocking, and async testing.
PrefectHQ/fastmcp 24,481
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review-pr
Monitor and respond to automated PR reviews (Codex bot). Use when pushing a PR, checking review status, or responding to bot feedback. Handles the full cycle of push -> wait for review -> evaluate comments -> fix -> re-push.
PrefectHQ/fastmcp 24,481
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code-review
Review code for quality, maintainability, and correctness
PrefectHQ/fastmcp 24,481
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pdf-processing
Extract text from PDFs, fill forms, and merge documents
PrefectHQ/fastmcp 24,481
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fastmcp-client-cli
Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.
PrefectHQ/fastmcp 24,481
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agoragentic
Capability router for autonomous agents. Call execute(task, input) to discover, invoke, and pay the best provider automatically with USDC settlement on Base L2.
rhein1/agoragentic-integrations 8
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code-index
This skill should be used when the user asks to "create a code index", "index this codebase", "update the code index", "generate code index", "build code index", "refresh semantic summaries", or needs guidance on generating or updating the .metis/code-index.md file for AI agent codebase navigation.
colliery-io/metis 8
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decomposition
This skill should be used when the user asks to "break down this initiative", "decompose into tasks", "create tasks from initiative", "how to size tasks", "when to decompose", "vertical slices", "task granularity", or needs guidance on breaking higher-level work into lower-level work items.
colliery-io/metis 8
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document-selection
This skill should be used when the user asks "what document type should I create", "create a bug ticket", "create a feature request", "should this be a task or initiative", "when to use an ADR", "when to use a specification", "track this bug", "log this tech debt", "write a spec", or needs help choosing between vision, initiative, task, backlog item, ADR, or specification document types.
colliery-io/metis 8
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phase-transitions
This skill should be used when the user asks "when to transition phases", "move to active", "exit criteria", "what phase comes next", "how to complete a task", "transition to completed", "mark as blocked", "phase flow", or needs guidance on advancing documents through their lifecycle phases.
colliery-io/metis 8
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project-patterns
This skill should be used when the user asks to "start a new project", "greenfield project", "tech debt campaign", "incident response", "feature development", "which preset", "initialize metis", "set up project", or needs guidance on project setup, choosing presets, and applying patterns for different work types.
colliery-io/metis 8
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xcodebuildmcp
Official skill for XcodeBuildMCP. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation).
getsentry/XcodeBuildMCP 5,164
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xcodebuildmcp-cli
Official skill for the XcodeBuildMCP CLI. Use when doing iOS/macOS/watchOS/tvOS/visionOS work (build, test, run, debug, log, UI automation).
getsentry/XcodeBuildMCP 5,164
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project-conventions
Core conventions and patterns for ExcelMcp
sbroenne/mcp-server-excel 101
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project-conventions
Core conventions and patterns for this codebase
sbroenne/mcp-server-excel 101
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excel-cli
CLI tool for scripting, batch automation, and unattended Excel workflows on Windows. Use for CI/CD pipelines, scheduled tasks, bulk data processing, and coding agents that require token-efficient, discoverable commands. Supports Power Query, DAX, PivotTables, Tables, Ranges, Charts, VBA, Data Models. Built for automation-first scenarios where process portability and shell integration matter more than interactive UX. Triggers: excelcli, CLI, batch, script, automation, CI/CD, scheduled, PowerShell, Bash, unattended, coding agent, workflow, processing.
sbroenne/mcp-server-excel 101
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excel-mcp
Automate Microsoft Excel on Windows via COM interop. Use when creating, reading, or modifying Excel workbooks. Supports Power Query (M code), Data Model (DAX measures), PivotTables, Tables, Ranges, Charts, Slicers, Formatting, VBA macros, connections, and calculation mode control. Triggers: Excel, spreadsheet, workbook, xlsx, Power Query, DAX, PivotTable, VBA.
sbroenne/mcp-server-excel 101
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create-skill
Create a well-structured skill — provide a topic to explore the codebase and build a skill interactively, or capture a workflow from the current session
maxritter/pilot-shell 1,637
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prd
Generate Product Requirements Documents with optional research — brainstorm, challenge assumptions, define scope
maxritter/pilot-shell 1,637