Connect Fireflies to Context7 MCP

When something happens in Fireflies, 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

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Examples

Ways Notis can move work from Fireflies to Context7 MCP

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Resolve libraries mentioned in completed Fireflies transcripts

Extract every library, framework, or SDK named in a completed meeting transcript and resolve each to its exact Context7 library ID.

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Answer technical questions raised in Fireflies meetings

Find unresolved technical questions in a completed transcript, resolve the referenced library IDs, and answer them with current Context7 documentation.

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Verify proposed SDK usage after a Fireflies call

Check SDK methods, configuration ideas, and integration assumptions from a completed meeting against current Context7 documentation.

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Resolve a library ID from an engineering intake webhook

Accept an intake payload with a package or framework name and return the exact Context7-compatible library ID for downstream research.

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Research a version-specific implementation request

Receive a webhook containing a library, version, and question, then resolve the library and return current Context7 guidance with examples.

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Create a source-backed technical brief from a webhook

Turn a structured research request into a concise Context7-backed brief with assumptions, examples, and unresolved gaps.

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Refresh a recurring list of documentation library IDs

On a schedule, resolve a supplied list of package and framework names so your research queue keeps valid Context7 identifiers.

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Review recurring framework updates with Context7

On a schedule, query current documentation for selected frameworks and summarize relevant changes, migration notes, and examples.

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Prepare a weekly developer documentation digest

Resolve a supplied library list and query Context7 to produce a weekly digest of useful examples, changed guidance, and open questions.

Supported Triggers and Actions

Notis builds workflows that link Fireflies to Context7 MCP. A trigger fires from one place; an action lands in another.

Fireflies triggers

Context7 MCP actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

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.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

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.

ActionInstant

Transcription Complete Trigger

Triggers when a transcription is complete. Polls Fireflies API for transcripts created or updated since the last poll time. Handles rate limiting gracefully.

TriggerPolling

Trigger Types

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.

New Notion pageStripe chargeCalendar event

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.

Any HTTP POSTCustom backendIoT event

Works with

ZapierPipedream

Most used

Recurring triggers

Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.

Daily · 8:00HourlyWeekdays only

Coming soon

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.

Row insertedValue > limitQuery match

Why AI automation

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.

Classic automationAI automation

Cost

$ · pay per run

$$ · AI models per run

Reliability

Breaks on schema change

Adapts to format changes

Setup

Click 8 dropdowns

Describe it in English

Handles fuzzy

Hard-coded fields only

Reads intent, summarises

Human in loop

Bolted on

Built in · approval inbox

Maintenance

You own every break

Self-heals · we own it

Ease of use

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:

TriggerRow added to "Q4 OKRs"

Condition✦Status = "Blocked"

AI step✦Summarise the blocker in plain English

ActionDM the row owner with summary

Timeout✦No reply in 24h → ping you

Observability

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.