Integrations
Bots reach your apps through per-bot MCP servers and app connections. Each bot only gets the apps its role needs, and every tool call is checked against your Allow, Ask or Block rules. Apps marked App catalog are configuration-dependent and are not individually validated here.
Per-bot MCP serverEach bot gets its own MCP server for this app, with its own key, so access is scoped to that bot.
Nango connectionReached through a Nango connection. Each role has an allowlist of apps; reads are open and writes stop on an approval card.
Composio connectionReached through a Composio connection, with a per-bot allowlist so each bot only sees the apps its role needs.
Built inPart of the Koshra server itself.
Chat and email
SlackBots read and draft in Slack, and each bot posts under its own role name so you can see who said what.Bot email inboxesEach bot can have its own email inbox. It reads its mail freely and drafts replies.GmailBots read and draft in your Gmail. Google Workspace can also be connected inside the Koshra app.Microsoft TeamsApp catalogBots read channels and chats they are given and draft replies, for teams that work in Teams rather than Slack.OutlookApp catalogBots read mail and calendar in Outlook and draft replies and meeting prep.
Google Workspace
Google CalendarBots read your calendar to prepare for meetings and propose times.Google DriveBots find and read the files they need for a task.Google DocsBots read docs and draft new ones, such as a brief or a proposal.Google SheetsBots read and update sheets, such as an account list or a scorecard.Google MeetBots see your Meet calls so a meeting can become a meeting record.Google TasksBots read and add to your Google Tasks lists.Google MapsBots look up places and addresses during research.
CRM and sales
HubSpotRevenue desks read contacts, companies and deals, and propose clean-ups.Twenty CRMBots read and update the open-source Twenty CRM with a key of their own, so every change shows which bot made it.ClayRevenue desks read Clay tables and plan enrichment columns. Only go-to-market bots get it.ApolloRevenue desks look up companies and people for research and enrichment.SalesforceApp catalogRevenue desks read accounts, contacts and opportunities to research a deal and propose updates.PipedriveApp catalogRevenue desks read deals and people, and draft follow-ups for deals that have gone quiet.AttioApp catalogRevenue desks read records and lists, and propose enrichment and clean-ups.CloseApp catalogRevenue desks read leads and activity, and draft the next touch for each lead.Zoho CRMApp catalogRevenue desks read leads, accounts and deals, and propose updates.
Projects and engineering
PlaneBots track work in the open-source Plane project tracker, each as a member with its own token.LinearBots read and file issues in Linear.ClickUpBots read and update tasks in ClickUp.NotionBots read pages and databases in Notion for context.GitHubPlatform and product bots read repositories, issues and pull requests.VercelPlatform bots read projects and deployments.NeonPlatform bots read Neon Postgres projects.JiraApp catalogBots read issues and boards, write up bugs and status, and propose new issues.AsanaApp catalogBots read projects and tasks, write status updates and propose next tasks.TrelloApp catalogBots read boards and cards and propose moves and new cards.AirtableApp catalogBots read bases, such as a content calendar or an account list, and propose updates.
Customer support
Meetings and scheduling
ZoomApp catalogBots see meetings and recordings so a call can become notes, decisions and follow-ups.CalendlyApp catalogBots read event types and bookings to prepare for calls and offer booking links.GongApp catalogRevenue desks read call notes and deal signals to prepare the next step.FirefliesApp catalogBots read meeting transcripts to write up decisions and follow-ups.
Files and documents
ConfluenceApp catalogBots read pages so answers and briefs use what your team already wrote down.DropboxApp catalogBots find and read the files a task needs, such as a past proposal.OneDriveApp catalogBots find and read files in OneDrive for a task.SharePointApp catalogBots read SharePoint sites and documents so answers use your own policies and notes.
Recruiting
Finance and payments
Content and social
YouTubeyoutube_desk drafts a title, a thumbnail line and an outline. You upload and publish.InstagramContent bots read your account to draft replies and next posts.RedditResearch and mentions bots read public threads.Image generationContent and design bots generate draft images through a MiniMax image model. Only those bots get it.XComing soonRead and draft on X from inside Koshra. x_desk drafts posts today; you post.MailchimpApp catalogMarketing desks read audiences and campaigns and draft the next email for you to send.WebflowApp catalogMarketing desks read your site's collections and draft new pages and posts for review.
Web research
Memory and knowledge
Hindsight memoryEach bot has a private Hindsight memory bank that keeps what it learns and recalls it in later chats.Mem0A self-hosted Mem0 memory store that bots can read and add to.Code graphA graph of your code that platform_lead can query to find where things live.nao analyticsThe nao analytics agent, connected over MCP with OAuth, so bots can ask questions of your data warehouse.
Platform and connectors
VoiceSelf-hosted speech, so bots can speak replies and take voice input.Cloudflare R2Files the bots make, such as reports and exports, are kept in Cloudflare R2 object storage.NangoA connection layer for many apps. Koshra keeps an allowlist of apps per role and holds every write for approval.ComposioA connection layer for many apps. Koshra gives each bot its own allowlist, so it only sees what its role needs.Any MCP serverAdd any MCP server over streamable HTTP and its tools appear for the bots you choose, under the same Allow, Ask and Block rules as everything else.
Also as Markdown for AI agents.
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