MULTI-APP TOOLKIT
Build with Fireflies + Bot for Slack
- Multi-app
- One MCP session
- 40 actions
- 3 triggers
- Managed auth
MCP
One MCP session, both toolsets
One session gives your product or agent every Fireflies and Bot for Slack tool at once — connect once, list tools, and call them like any single-app session.
// accessToken: mint a short-lived token with the Connect SDK — see the MCP guide
const transport = new StreamableHTTPClientTransport(
new URL("https://remote.mcp.pipedream.net/v3"),
{
requestInit: {
headers: {
Authorization: `Bearer ${accessToken}`,
"x-pd-project-id": "{project_id}",
"x-pd-environment": "production",
"x-pd-external-user-id": "{external_user_id}", // any stable ID for this user in your system
"x-pd-app-slug": "fireflies,slack_bot",
},
},
},
)
const mcp = new Client({ name: "my-agent", version: "1.0.0" })
await mcp.connect(transport)
const { tools } = await mcp.listTools()
// One list, both toolsets: Fireflies and Bot for Slack tools arrive
// together, each keyed by its own app's slug.
// e.g. run Ask Question About Meeting:
const result = await mcp.callTool({
name: "fireflies-ask-question-about-meeting",
arguments: {
query: "Question",
meetingId: "Meeting ID",
},
})import { PipedreamClient } from "@pipedream/sdk"
const pd = new PipedreamClient({
projectId: process.env.PIPEDREAM_PROJECT_ID!,
clientId: process.env.PIPEDREAM_CLIENT_ID!,
clientSecret: process.env.PIPEDREAM_CLIENT_SECRET!,
projectEnvironment: "production",
})
const externalUserId = "{external_user_id}" // any stable ID for this user in your system
const [firefliesTools, slackBotTools] =
await Promise.all([
pd.components.list({ app: "fireflies" }),
pd.components.list({ app: "slack_bot" }),
])
// One external user owns both connected accounts, so either app's tools
// run on their behalf with the same externalUserId.curl "https://api.pipedream.com/v1/connect/{project_id}/components?app=fireflies" \
-H "X-PD-Environment: production" \
-H "Authorization: Bearer {access_token}"
curl "https://api.pipedream.com/v1/connect/{project_id}/components?app=slack_bot" \
-H "X-PD-Environment: production" \
-H "Authorization: Bearer {access_token}"
# Connect both accounts to the same external_user_id, then
# configure and invoke either app's tools on that user's behalf.ARCHITECTURE
One user, two connected accounts
Your user connects each account once, under whatever ID they already have in your product. The two stay independent — either can be revoked on its own — and your code reaches both through that one user.
Your product
external_user_id
{external_user_id}Pipedream Connect
Managed identity
Auth · tools · routing
Fireflies
Connected account
Bot for Slack
Connected account
TOOLS
Fireflies tools
The Fireflies tools this pairing puts in reach, each one running on your user's own connected account.
Actions top 8 of 16
-
Ask Question About Meeting
actionAsk AskFred, Fireflies' AI assistant, a natural language question about a meeting's content — for example, action items, decisions made, or a summary of a specific topic. Starts a new AskFred conversation thread; use Continue AskFred Conversation to ask follow-up questions in the same thread. Requires AI credits on the connected Fireflies account. See the documentationWritev0.0.2 -
Continue AskFred Conversation
actionAsk a follow-up question in an existing AskFred conversation thread, continuing the context of a prior question. Use Ask Question About Meeting first to start a thread and obtain itsthread_id. See the documentationWritev0.0.2 -
Create Live Meeting Soundbite
actionCreate a soundbite from a meeting that is currently live/in-progress, based on a natural language description of the moment to capture (e.g.the last 2 minutesorwhen the budget was discussed). This is documented for use during a live meeting; to clip a meeting that has already ended and been transcribed, use Create Meeting Clip instead, which takes an explicit start and end time. Only the meeting organizer or a team admin can run this, and it consumes AI credits and is rate-limited to 10 requests per hour. See the documentationWritev0.0.2 -
Create Meeting Clip
actionCreate a clip (a Fireflies "bite") from a completed, already-transcribed meeting by specifying a start and end time in seconds. This is the action to use for past meetings — for a meeting that is still running, use Create Live Meeting Soundbite instead. To find the moment to clip, read thesentencesarray returned by Find Meeting by ID: each sentence carries its ownstart_timeandend_timein seconds (e.g.142.5), so clipping around a quote means passing that sentence's start and end. Clip generation is asynchronous — this returns immediately withstatus: pendingand no media, sopreview,thumbnailand the playable URL are not available yet. Pass the returnedidto Find Clip by ID and poll untilstatusreaches a terminalreadyorerror. See the documentationWritev0.0.2 -
Find Clip by ID
actionRetrieve a single meeting clip (a Fireflies "bite") by its ID, including its render status and media URLs. Use this to follow up on Create Meeting Clip, which returns immediately withstatus: pendingand no media. Poll untilstatusreaches a terminalreadyorerror, and stop on either —pendingandprocessingmean the clip is still rendering. Onceready, the playable media is atsources[].src, withpreviewandthumbnailalso populated; all three arenullbeforehand. Note thatsummary_statustracks the AI-generated summary separately and can finish whilestatusis stillpending, so pollstatusrather thansummary_status. Use List Clips to look up a clip ID. See the documentationRead-onlyv0.0.2 -
Find Meeting by ID
actionRetrieve a single meeting's full transcript by its ID, including the summary (overview, action items, keywords, outline), sentence-level transcript text, duration, date, and audio/video URLs. Use this when you already have a meeting ID; use Find Recent Meeting instead to get a user's latest meeting, or List Meeting ID Options to look up an ID by meeting title. See the documentationRead-onlyv0.0.6 -
Find Recent Meeting
actionRetrieve a specific user's most recent meeting, returning the full transcript (summary, sentence-level text, duration, date, audio/video URLs) rather than just the ID. Use this as the starting point when a request refers to "my last meeting" or "their latest call". Returns no data if the user has no meetings yet. Use Find Meeting by ID instead when you already have a meeting ID. See the documentationRead-onlyv0.0.6 -
List AskFred Thread ID Options
actionList existing AskFred conversation threads as ID/title pairs, to discover a valid AskFred Thread ID. Call this first when resuming an older conversation with Continue AskFred Conversation and you no longer have thethread_idthat Ask Question About Meeting returned. Fireflies returns every thread in a single response, so pagination does not apply. See the documentationRead-onlyv0.0.2
TOOLS
Bot for Slack tools
The Bot for Slack tools this pairing puts in reach, each one running on your user's own connected account.
Actions top 8 of 24
-
Add Emoji Reaction
actionAdd an emoji reaction to a message. See the documentationWritev0.0.3 -
Archive Channel
actionArchive a channel (Bot). See the documentationWritev0.0.5 -
Create a Channel
actionCreate a new channel (Bot). See the documentationWritev0.0.5 -
Delete File
actionDelete a file (Bot). See the documentationWritev0.0.5 -
Delete Message
actionDelete a message (Bot). See the documentationWritev0.0.5 -
Find User by Email
actionFind a user by matching against their email (Bot). See the documentationWritev0.0.5 -
Get File
actionReturn information about a file (Bot). See the documentationWritev0.0.5 -
Invite User to Channel
actionInvite a user to an existing channel (Bot). See the documentationWritev0.0.5
Triggers
-
New Direct Message
triggerEmit new event when a message is posted in a direct message channel (Bot). To open a conversation, use the Pipedream Action "Send a Direct Message" to send a message from the Bot, or enable direct messages to the Bot in your App Settings (Settings->App Home->Show Tabs->Messages Tab), and send a direct message to the Bot.v0.0.5 -
New Message In Channel
triggerEmit new event when a new message is posted to a public, private or group channel (Bot)v0.0.6
MULTI-APP
Works with more apps
The combinations customers connect alongside these two — nothing here is limited to a pair.
REFERENCE
Toolkit details
- x-pd-app-slug
- fireflies,slack_bot
- Primary app
- Fireflies (fireflies)
- Second app
- Bot for Slack (slack_bot)
- Authentication
- API key + API key
- Available actions
- 40
- Available triggers
- 3