Connect Confluence to Context7 MCP
When something happens in Confluence, Notis takes the next step in Context7 MCP. Describe what you want in plain English, or start from one of the examples below.
When this happens · Trigger
Do this · Action
Ways Notis can move work from Confluence to Context7 MCP
Resolve the library behind every new Confluence page
Identify the exact Context7 library ID for a newly created technical page so future research starts with the right package.
Refresh documentation guidance after a Confluence page update
Query current Context7 documentation whenever a technical Confluence page changes, then summarize what needs review.
Build an implementation brief for every new child page
Use Context7 to gather version specific examples when a child page is created under a technical project page.
Identify the exact library behind a new technical blog post
Resolve package and framework names from a new Confluence blog post before anyone cites documentation.
Audit code examples when a Confluence blog post changes
Query Context7 for current examples and API usage after a technical blog post update.
Research every new CQL matched technical item
Use Context7 to answer documentation questions whenever Confluence finds new content matching your CQL query.
Resolve libraries referenced by new Confluence attachments
Identify the exact Context7 library for an uploaded specification, code archive, or technical file.
Answer technical questions raised in new Confluence tasks
Query Context7 when a new Confluence task needs API or framework guidance before someone starts work.
Research technical questions in inline comments
Use Context7 to answer documentation questions added as inline comments on Confluence pages.
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.
Four ways to start an automation.
A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.
Integration triggers
Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.
Webhook triggers
A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.
Recurring triggers
Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.
Database triggers
Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.
Classic automation breaks. AI adapts.
Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.
Describe it. Notis builds it.
Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.
You · in the Notis Builder
NEW“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”
Notis built this automation:
Watch every run.
Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.
- Full run history with inputs, outputs and traces
- Replay any run with edited inputs
- Approval inbox, confirm via chat in one tap
- Audit logs for compliance teams
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1 monthEverything in the box.
Whatever starts the workflow, the platform underneath is the same: a thinking brain, full visibility, and you in control.
AI in the middle
Every step can include an LLM call: summarise, classify, extract, rewrite.
Full observability
Every run, every step, every input, all replay-able from Mission Control.
Human in the loop
Pause for approval. Notis pings you in chat with one-tap approve.
Self-healing
When an API changes shape, Notis adapts the parser. Less midnight fire-fighting.
More ways to connect Confluence and Context7 MCP
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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