# How to integrate Fireflies MCP with Atomic Agent

```json
{
  "title": "How to integrate Fireflies MCP with Atomic Agent",
  "toolkit": "Fireflies",
  "toolkit_slug": "fireflies",
  "framework": "Atomic Agent",
  "framework_slug": "atomic-agent",
  "url": "https://composio.dev/toolkits/fireflies/framework/atomic-agent",
  "markdown_url": "https://composio.dev/toolkits/fireflies/framework/atomic-agent.md",
  "updated_at": "2026-08-11T13:09:39.062Z"
}
```

## Introduction

Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Fireflies.
This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Fireflies account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions.

## Also integrate Fireflies with

- [ChatGPT](https://composio.dev/toolkits/fireflies/framework/chatgpt)
- [Antigravity](https://composio.dev/toolkits/fireflies/framework/antigravity)
- [OpenAI Agents SDK](https://composio.dev/toolkits/fireflies/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/fireflies/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/fireflies/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/fireflies/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/fireflies/framework/codex)
- [Grok Build](https://composio.dev/toolkits/fireflies/framework/grok-build)
- [Cursor](https://composio.dev/toolkits/fireflies/framework/cursor)
- [VS Code](https://composio.dev/toolkits/fireflies/framework/vscode)
- [OpenCode](https://composio.dev/toolkits/fireflies/framework/opencode)
- [OpenClaw](https://composio.dev/toolkits/fireflies/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/fireflies/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/fireflies/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/fireflies/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/fireflies/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/fireflies/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/fireflies/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/fireflies/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/fireflies/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/fireflies/framework/autogen)

## TL;DR

### How Atomic Agent connects to Fireflies
Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication.
Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account.

## Connect Fireflies to Atomic Agent

### Connect Fireflies to Atomic Agent
- Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key.
- In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart.
- Ask Atomic Agent to do something in Fireflies. It searches Composio for the right tool.
- On first use, open the sign-in link returned in the chat. Connect your Fireflies account, then return to Atomic Agent to continue.
### Headless setup
Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file.

```bash
COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY
```

## What is the Fireflies MCP server, and what's possible with it?

The Fireflies MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Fireflies account. It provides structured and secure access to your voice conversations, so your agent can perform actions like transcribing meetings, summarizing discussions, searching transcripts, and managing audio files on your behalf.
- Automated meeting transcription: Instantly upload audio files or add the Fireflies bot to live meetings so your agent can generate accurate transcripts for later review.
- AI-powered conversation summarization: Let your agent fetch concise, actionable summaries of calls and meetings to help you quickly catch up or share insights with your team.
- Transcript search and retrieval: Ask your agent to find specific transcripts or extract key segments from past conversations using keywords, dates, or participant names.
- Audio file management: Effortlessly upload, organize, or delete audio files and transcripts right from your agent, keeping your conversation library up to date.
- User and team insights: Enable your agent to fetch user details or team-wide meeting data, so you can stay on top of collaboration and engagement.

## Supported Tools

| Tool slug | Name | Description |
|---|---|---|
| `FIREFLIES_ADD_TO_LIVE` | Add to Live Meeting | The AddToLive Action allows you to add the Fireflies.ai bot to an ongoing meeting. Note: This action requires a paid Fireflies plan to add bots to meetings. |
| `FIREFLIES_CONTINUE_ASK_FRED_THREAD` | Continue AskFred Thread | Tool to continue an existing AskFred conversation thread with follow-up questions. This action CANNOT create new threads - it only works with existing thread IDs. Use when you need to maintain context from previous exchanges and ask additional questions about meeting data in the same conversation. To start a new thread, use FIREFLIES_CREATE_ASK_FRED_THREAD instead. |
| `FIREFLIES_CREATE_ASK_FRED_THREAD` | Create AskFred Thread | Tool to start a new AskFred conversation thread with a question about meetings. Use when you need to query meeting transcripts using natural language, either for a specific meeting or across multiple meetings with filters. Supports time-based queries and participant-focused queries. |
| `FIREFLIES_CREATE_BITE` | Create Bite | Tool to create a bite (short video or audio clip) from a transcript segment. Use when you need to extract a specific portion of a meeting recording with defined start and end times. |
| `FIREFLIES_DELETE_TRANSCRIPT_BY_ID` | Delete Transcript by ID | Permanently delete a transcript from the Fireflies account by its unique ID. This is a destructive action that cannot be undone. The transcript, along with its associated audio/video files and summaries, will be permanently removed. Rate limited to 10 requests per minute across all user tiers. Verify the target transcript via FIREFLIES_GET_TRANSCRIPTS and obtain explicit user confirmation before calling this tool. |
| `FIREFLIES_FETCH_AI_APP_OUTPUTS` | Fetch AI App Outputs | Tool to fetch AI App outputs for specific apps or transcripts. Use when you need to retrieve AI-generated results from Fireflies AI Apps for meetings. |
| `FIREFLIES_GET_ASK_FRED_THREAD` | Get AskFred Thread | Tool to get a specific AskFred conversation thread with full history. Use when retrieving a particular AskFred thread along with all its messages and conversation details. |
| `FIREFLIES_GET_ASK_FRED_THREADS` | Get AskFred Threads | Tool to retrieve a summary of all AskFred conversation threads for the current user. Use when you need to browse or list available AskFred conversations without fetching full message history. |
| `FIREFLIES_GET_BITE_BY_ID` | Get Bite by ID | Fetches details for a specific bite by ID. Requires a Fireflies plan that supports Bites and appropriate API scope. If the bite is not found, use FIREFLIES_GET_TRANSCRIPT_BY_ID to retrieve full transcript context instead. |
| `FIREFLIES_GET_BITES` | Get Transcripts | Fetches a list of bites (highlights) against input arguments. Bites are generated asynchronously after transcript completion — only call this after FIREFLIES_GET_TRANSCRIPT_BY_ID reports `status=completed`. Empty results are possible for valid meetings; use FIREFLIES_GET_TRANSCRIPT_BY_ID for full transcript context when bites are unavailable. |
| `FIREFLIES_GET_TRANSCRIPT_BY_ID` | Get Transcript by ID | Fetches details for a specific Fireflies transcript ID. Requires a paid Fireflies plan. Response is nested at data.outputs.data.transcript; fields like sentences and attendees can be null — handle gracefully. transcript.summary.action_items may be a single newline-delimited string rather than an array — split by line breaks instead of iterating as an array. Limit concurrent calls to ~3 and apply exponential backoff on 429 responses, respecting Retry-After headers. |
| `FIREFLIES_GET_TRANSCRIPTS` | Get Transcripts | Fetches a list of transcripts against input filters. Metadata filters (title, host_email, organizers, participants) match transcript metadata only, not spoken content. Pagination via skip/limit may trigger HTTP 429 on rapid requests; use backoff between pages. |
| `FIREFLIES_GET_USER_BY_ID` | Get User by ID | The GetUser Action is designed to fetch details associated with a specific user id. |
| `FIREFLIES_GET_USER_GROUPS` | Get User Groups | Tool to fetch a list of all user groups within the team with information about user groups including their members. Use when you need to retrieve team user groups, optionally filtering to only groups the current user belongs to with the mine parameter. |
| `FIREFLIES_GET_USERS` | Get Users | Fetches a list of all users within the team, including their full email addresses. Use to resolve complete email addresses from user names before passing to tools that require exact email addresses (no partial addresses or domain-only values). |
| `FIREFLIES_GRAPHQL_QUERY` | Execute GraphQL Query | Execute an authenticated, read-only Fireflies GraphQL operation (query) and return the full raw GraphQL response (data+errors) for reliable fallback and debugging. Use when higher-level tools fail due to schema mismatches or to access raw error details. |
| `FIREFLIES_SET_USER_ROLE` | Set User Role | Tool to update a user's role within a team. Use when you need to grant or revoke admin privileges. Only team administrators can execute this action. Teams must maintain at least one admin member at all times. |
| `FIREFLIES_UPDATE_MEETING_CHANNEL` | Update Meeting Channel | Tool to batch update channel assignments for 1-5 meeting transcripts. Use when you need to assign meetings to a specific channel. Requires meeting owner or team admin privileges. All-or-nothing semantics: if any transcript fails validation, none are updated. |
| `FIREFLIES_UPDATE_MEETING_PRIVACY` | Update Meeting Privacy | Tool to update the privacy setting of a meeting transcript. Use when you need to change meeting access permissions. Only meeting owners and team admins can update privacy settings. |
| `FIREFLIES_UPDATE_MEETING_TITLE` | Update Meeting Title | Tool to update the title of a meeting transcript. Use when you need to rename a meeting. Requires admin privileges and the meeting owner must be in your team. |
| `FIREFLIES_UPLOAD_AUDIO` | Upload Audio | The UploadAudio Action allows you to upload audio files to Fireflies.ai for transcription. Transcription is asynchronous — after submission, results may take several minutes to become available; use transcript retrieval tools to poll for completion. Note: This action requires a paid Fireflies plan to upload and transcribe audio files. |

## Supported Triggers

| Trigger slug | Name | Description |
|---|---|---|
| `FIREFLIES_TRANSCRIPTION_COMPLETE` | 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. |

## Troubleshooting

### Why is my API key rejected?

Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying.

### Why are Composio tools unavailable after saving a key?

Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk.

### Does Composio have a free plan?

The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection.

## Complete Code

None listed.

## Conclusion

### Use Fireflies from Atomic Agent
With your account connected, ask Atomic Agent to work with Fireflies in natural language. You can connect more apps through the same Composio integration as you need them.
Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo).

## How to build Fireflies MCP Agent with another framework

- [ChatGPT](https://composio.dev/toolkits/fireflies/framework/chatgpt)
- [Antigravity](https://composio.dev/toolkits/fireflies/framework/antigravity)
- [OpenAI Agents SDK](https://composio.dev/toolkits/fireflies/framework/open-ai-agents-sdk)
- [Claude Agent SDK](https://composio.dev/toolkits/fireflies/framework/claude-agents-sdk)
- [Claude Code](https://composio.dev/toolkits/fireflies/framework/claude-code)
- [Claude Cowork](https://composio.dev/toolkits/fireflies/framework/claude-cowork)
- [Codex](https://composio.dev/toolkits/fireflies/framework/codex)
- [Grok Build](https://composio.dev/toolkits/fireflies/framework/grok-build)
- [Cursor](https://composio.dev/toolkits/fireflies/framework/cursor)
- [VS Code](https://composio.dev/toolkits/fireflies/framework/vscode)
- [OpenCode](https://composio.dev/toolkits/fireflies/framework/opencode)
- [OpenClaw](https://composio.dev/toolkits/fireflies/framework/openclaw)
- [Hermes](https://composio.dev/toolkits/fireflies/framework/hermes-agent)
- [Google ADK](https://composio.dev/toolkits/fireflies/framework/google-adk)
- [LangChain](https://composio.dev/toolkits/fireflies/framework/langchain)
- [Vercel AI SDK](https://composio.dev/toolkits/fireflies/framework/ai-sdk)
- [Mastra AI](https://composio.dev/toolkits/fireflies/framework/mastra-ai)
- [LlamaIndex](https://composio.dev/toolkits/fireflies/framework/llama-index)
- [CrewAI](https://composio.dev/toolkits/fireflies/framework/crew-ai)
- [Pydantic AI](https://composio.dev/toolkits/fireflies/framework/pydantic-ai)
- [AutoGen](https://composio.dev/toolkits/fireflies/framework/autogen)

## Related Toolkits

- [Firecrawl](https://composio.dev/toolkits/firecrawl) - Firecrawl automates large-scale web crawling and data extraction. It helps organizations efficiently gather, index, and analyze content from online sources.
- [Tavily](https://composio.dev/toolkits/tavily) - Tavily offers powerful search and data retrieval from documents, databases, and the web. It helps teams locate and filter information instantly, saving hours on research.
- [Exa](https://composio.dev/toolkits/exa) - Exa is a data extraction and search platform for gathering and analyzing information from websites, APIs, or databases. It helps teams quickly surface insights and automate data-driven workflows.
- [Serpapi](https://composio.dev/toolkits/serpapi) - SerpApi is a real-time API for structured search engine results. It lets you automate SERP data collection, parsing, and analysis for SEO and research.
- [Peopledatalabs](https://composio.dev/toolkits/peopledatalabs) - Peopledatalabs delivers B2B data enrichment and identity resolution APIs. Supercharge your apps with accurate, up-to-date business and contact data.
- [Snowflake](https://composio.dev/toolkits/snowflake) - Snowflake is a cloud data warehouse built for elastic scaling, secure data sharing, and fast SQL analytics across major clouds.
- [Posthog](https://composio.dev/toolkits/posthog) - PostHog is an open-source analytics platform for tracking user interactions and product metrics. It helps teams refine features, analyze funnels, and reduce churn with actionable insights.
- [Ahrefs MCP](https://composio.dev/toolkits/ahrefs_mcp) - Ahrefs MCP is Ahrefs' hosted MCP server for SEO data and insights. Use it to access backlinks, organic metrics, keyword research, and competitor analysis.
- [Akta](https://composio.dev/toolkits/akta) - Akta is a company intelligence platform providing enrichment, news, and alternative business signals. It helps teams build targeted company lists and enrich data-driven workflows.
- [Amplitude](https://composio.dev/toolkits/amplitude) - Amplitude is a digital analytics platform for product and behavioral data insights. It helps teams analyze user journeys and make data-driven decisions quickly.
- [Amplitude MCP](https://composio.dev/toolkits/amplitude_mcp) - Amplitude MCP is Amplitude's product analytics service for tracking user behavior and product metrics. Use it to centralize product data and manage charts, dashboards, cohorts, experiments, and taxonomy.
- [Audioscrape MCP](https://composio.dev/toolkits/audioscrape_mcp) - Audioscrape MCP lets agents search and retrieve speaker-attributed audio, transcripts, entities, and citations from public and workspace content. Use it to surface searchable, speaker-labeled audio and rich metadata for research, meetings, and content discovery.
- [Baremetrics](https://composio.dev/toolkits/baremetrics) - Baremetrics is a subscription analytics platform for recurring-revenue businesses. It helps teams track MRR, churn, customers, and revenue trends in one place.
- [Bing Webmaster Tools](https://composio.dev/toolkits/bing_webmaster_tools) - Bing Webmaster Tools is Microsoft's search console for site performance, crawling, indexing, URL submission, and verified site management. It helps site owners understand Bing Search visibility and fix issues that affect organic traffic.
- [Bread & Butter](https://composio.dev/toolkits/bread_butter) - Bread & Butter is a lead-intelligence and identity platform for website visitor tracking, user profiles, attribution, authentication, and conversion workflows. It helps teams understand who is visiting, where leads come from, and how users convert.
- [Bright Data MCP](https://composio.dev/toolkits/brightdata_mcp) - Bright Data MCP is an AI-powered web scraping and data collection platform. Instantly access public web data in real time with advanced scraping tools.
- [Browseai](https://composio.dev/toolkits/browseai) - Browseai is a web automation and data extraction platform that turns any website into an API. It's perfect for monitoring websites and retrieving structured data without manual scraping.
- [BSC Designer](https://composio.dev/toolkits/bsc_designer) - BSC Designer is a strategy execution platform for balanced scorecards, KPIs, dashboards, and strategy maps. It helps teams turn goals into measurable performance plans they can track over time.
- [Chameleon](https://composio.dev/toolkits/chameleon) - Chameleon is a product adoption platform for building in-app experiences, managing customer data, and analyzing user engagement. It helps teams improve onboarding, feature discovery, and product adoption with targeted user experiences.
- [Chartly](https://composio.dev/toolkits/chartly) - Chartly renders Chart.js configurations as PNG or SVG images and creates permanent chart URLs for sharing and embedding. Share and embed charts easily with stable image URLs and downloadable vector graphics.

## Frequently Asked Questions

### What are the differences in Tool Router MCP and Fireflies MCP?

With a standalone Fireflies MCP server, the agents and LLMs can only access a fixed set of Fireflies tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Fireflies and many other apps based on the task at hand, all through a single MCP endpoint.

### Can I use Tool Router MCP with Atomic Agent?

Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Fireflies tools.

### Can I manage the permissions and scopes for Fireflies while using Tool Router?

Yes, absolutely. You can configure which Fireflies scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do.

### How safe is my data with Composio Tool Router?

All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Fireflies data and credentials are handled as safely as possible.

---
[See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)