Research new CQL matched technical content
Turn targeted Confluence discovery into fast, source backed answers.
Trigger
New CQL Content Match
Triggers when new Confluence content appears that matches a user-provided CQL query.
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
CQL can find important material, but each result still demands a separate research pass.
- Automates result triage
- Answers recurring technical questions
- Keeps research tied to discovered content
Setup
Build it in a few focused steps.
- 1Connect Confluence and Context7 MCP in Notis once.
- 2Create an automation for CQL matched research.
- 3Tell Notis to read each matched item, extract its open technical questions, and query Context7 for concise source backed answers.
- 4Pick the New CQL Content Match trigger.
- 5Choose where reports go and test with one matching result.
Questions about this workflow
What should the CQL query target?
Use a query that finds technical pages or posts where current documentation research is useful.
Can the report group several matched items?
Yes. Ask Notis to summarize each match separately and include its source title.
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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