Answer inline documentation questions with Context7
Keep review conversations moving with current, source backed answers.
Trigger
New Inline Comment Added to Page
Triggers when a new inline comment is added to a Confluence page.
Action
Query-docs
Retrieves and queries up-to-date documentation and code examples from Context7 for any programming library or framework. You must call 'resolve-library-id' first to obtain the exact Context7-compatible library ID required to use this tool, UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best information you have.
Why this helps
Inline questions can sit unresolved while reviewers wait for someone to research the API.
- Shortens review loops
- Keeps answers beside the discussion
- Reduces context switching
Setup
Build it in a few focused steps.
- 1Connect Confluence and Context7 MCP in Notis once.
- 2Create an automation for inline comment research.
- 3Tell Notis to read each new inline comment, identify the relevant library, and query Context7 for a concise answer with examples.
- 4Pick the New Inline Comment Added to Page trigger.
- 5Choose a report channel and test with one technical comment.
Questions about this workflow
Can it distinguish editorial from technical comments?
Yes. Instruct Notis to skip comments without a documentation or implementation question.
Does it post the answer into the comment thread?
The default result is a run report; posting back requires a separate supported action.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Confluence to Context7 MCP. A trigger fires from one place; an action lands in another.
Confluence triggers
Context7 MCP actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Query-docs
Retrieves and queries up-to-date documentation and code examples from Context7 for any programming library or framework. You must call 'resolve-library-id' first to obtain the exact Context7-compatible library ID required to use this tool, UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best information you have.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Resolve-library-id
Resolves a package/product name to a Context7-compatible library ID and returns matching libraries. You MUST call this function before 'query-docs' to obtain a valid Context7-compatible library ID UNLESS the user explicitly provides a library ID in the format '/org/project' or '/org/project/version' in their query. Selection Process: 1. Analyze the query to understand what library/package the user is looking for 2. Return the most relevant match based on: - Name similarity to the query (exact matches prioritized) - Description relevance to the query's intent - Documentation coverage (prioritize libraries with higher Code Snippet counts) - Source reputation (consider libraries with High or Medium reputation more authoritative) - Benchmark Score: Quality indicator (100 is the highest score) Response Format: - Return the selected library ID in a clearly marked section - Provide a brief explanation for why this library was chosen - If multiple good matches exist, acknowledge this but proceed with the most relevant one - If no good matches exist, clearly state this and suggest query refinements For ambiguous queries, request clarification before proceeding with a best-guess match. IMPORTANT: Do not call this tool more than 3 times per question. If you cannot find what you need after 3 calls, use the best result you have.
New Attachment Added
Triggers when a new attachment is uploaded to a Confluence page. Optionally filters by media type.
Blog Post Added to Label
Triggers when a new blog post is added to a specific label in Confluence.
Blogpost Inline Comment Added
Triggers when a new inline comment is added to a Confluence blog post.
Blog Post Like Count Changed
Triggers when a Confluence blog post's like count changes (someone likes or unlikes).
Blog Post Updated
Triggers when a Confluence blog post is updated (any edit that creates a new version).
Content Restrictions Changed
Triggers when view or edit restrictions change on a Confluence page or blog post. Detects user/group restrictions being added, removed, or modified.
Connect any two apps with Notis in the middle.
Confluence and Context7 MCP, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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