One | Agent infrastructure

· One

3 min read Original article ↗

Works with every major AI agent

CLI

One login. One CLI. Every app.

One tool to find any app, see what it can do, and take action. No setup, no wiring, no API docs to read.

Context efficiency

Thousands of tools, no bloat.

Connect all 783+ platforms. Your agent still only ever sees four commands.

Without Oneexceeds 200K

~810,900 tok

5,406 tool schemas in the prompt, before the task starts

With One

~3,000 tok

4 commands. All 5,406 actions stay one search away.

Auth

One login. Every integration.

Connect all your apps in one place. Your agents authenticate automatically, tokens refresh silently, and every connection stays secure.

Real-world use cases

All use cases

Complete, working implementations built on One. Every one ships with a free, open-source repo you can clone and run.

BrexQuickBooksClaudeSlack

Finance

Read the month's card spend against a policy you actually wrote down

An open-source AI pipeline for finance teams: it reads the month's Brex card spend, cross-checks each charge against the QuickBooks chart of accounts, and has Claude apply your expense policy, written in plain English, so only the charges a human should actually look at get flagged. Built on One.

Open-source repo

KlaviyoShopifyClaudeSlack

Go-to-market

Find the customers who bought twice and went quiet, then build the winback

An open-source AI pipeline for lifecycle marketing: it reads your Shopify order history for repeat buyers gone quiet, joins what Klaviyo already knows about them, and asks Claude to group them into cohorts and draft the winback flow for each. Built on One.

Open-source repo

GmailClaudeSlack

Sales ops

Find every promise you broke in email, and draft the follow-up

An open-source AI pipeline for sales and partnerships: it reads your Sent mail for real commitments ('I'll send that Monday'), works out which ones are overdue, and drafts the follow-up for each one in the original thread. Built on One.

Open-source repo

Agents

Give your AI agent access to every app you use.

One agent that works across Gmail, Slack, Stripe, HubSpot, and thousands more. It remembers your context and acts on your behalf.

Under the hood

Everything your agents need to run in production.

111,066+

Open source skills

Production-tested integrations for every major platform

<100ms

p95 latency

Fast enough for real-time agent interactions

99.9%

Guaranteed uptime

Enterprise-grade reliability you can depend on

Bridgeenterprise

Activate your API for AI.

Give us your docs URL. We turn your API into a production-ready MCP server in minutes. Full auth, filtering, and optimization included.

1.Paste your docs URL

Point Bridge at your API documentation. OpenAPI, REST, GraphQL. We handle the rest.

2.Ingest & optimize

Bridge discovers endpoints, maps authentication, optimizes context windows, and generates a complete MCP schema.

3.Deploy MCP

Your API is now an MCP server. Any AI agent can discover and use it with managed auth and rate limiting.

Open source

111,066+ tools across 783+ platforms

Integration knowledge should never be locked behind a platform. The full SDK, every skill, and MCP tools are open source. Fork, extend, contribute.

FAQ

Frequently asked questions

Start connecting your apps today.

Free to start. 111,066+ tools. One CLI.

No credit card required