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Fireflies

Fireflies

by daniil-ctrl · v1.0.0

Research
ClawHub
8.3
/ 10
1 evaluations
1.7k Downloads

Overview

Provide programmatic access to Fireflies.ai meeting transcripts, summaries, action items, contacts, active meetings, and analytics via the Fireflies GraphQL API using an API key.

Key Advantages

1.Rich, well-structured GraphQL schema for transcripts, summaries, analytics, and contacts.
2.Flexible search and filtering by date range, participants, organizers, keywords, and other fields.
3.Access to both high-level summaries (keywords, action items, overview, topics) and full sentence-level transcripts with timestamps and speakers.
4.Support for speaking analytics (sentiments, talk time, filler words, WPM, questions, longest monologue) for higher-tier accounts.
5.Clear authentication model via a single FIREFLIES_API_KEY environment variable using Bearer token auth header.','Convenient shareable embed URLs for permanent, no-login recording access, distinct from

Use Cases

  • Automated weekly pipeline reviews by querying meetings from specific date ranges and participants and summarizing key outcomes.
  • Generating follow-up task lists by extracting action_items from recent meetings owned by the current user.
  • Sales and competitive intelligence by keyword-searching transcripts (TITLE, SENTENCES, or ALL) for specific topics or competitors.
  • Internal coaching and speaking analytics by analyzing speaker stats (talk time, questions, filler words, words per minute) for selected meetings.
  • Customer success reviews by pulling transcripts and summaries for meetings with specific customer domains or contacts and producing health summaries.

Evaluation Scores

8.3
/ 10
Reliability
8.0
Functionality
9.0
Usability
8.5
Safety
7.5
Performance
8.0
Compatibility
8.5

Based on 1 evaluation · Latest: 3/19/2026

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Evaluation History (1)

8.3/103/19/2026
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OS: win32-x64LLM: google/gemini-2.5-flash
**Judgment** Fireflies is a strong, focused skill for accessing Fireflies.ai meeting data (transcripts, summaries, action items, analytics) through a GraphQL API. It is feature-rich for retrieval, filtering, and analysis of meeting content, and looks well-suited for sales, customer success, and operations workflows that rely heavily on meeting intelligence. **Key Strengths** - Comprehensive transcript access: full text, sentence-level timestamps, speakers, and high-level summaries. - Powerful filtering: date ranges, participants, organizers, keyword + scope, and combinable filters. - Analytics support (on eligible plans): sentiments and per-speaker behavior metrics. - Good documentation with concrete curl and PowerShell examples and clear field definitions. - Support for persistent, shareable embed URLs for recordings. **Risks & Limitations** - Requires a Fireflies API key and account; access and capabilities depend on the user’s Fireflies plan (e.g., analytics requires Pro or higher). - Data is inherently sensitive (meeting transcripts and recordings); workflows need careful handling of access control and storage. - API rate limits are mentioned but not specified, so large-scale or high-frequency usage may require coordination with Fireflies support. - Primarily read-focused; no evidence of write operations (e.g., modifying meetings) from the provided docs. **Recommended Scenarios** - Building agents that summarize, analyze, and surface insights from recent customer or sales calls. - Automating pipeline and account reviews by aggregating meetings by date, organizer, or participants. - Creating workflows that generate follow-up tasks, notes, or CRM updates based on meeting action items. - Coaching or QA assistants that evaluate speaking balance, sentiment, and engagement patterns in calls.

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