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Systems Operational · v2.4
One by Pica

One by Pica

Agent integration infrastructure to connect AI agents to apps and APIs.

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At a Glance
Website
withone.ai
Category
AI Agents
Ideal For
Developer, Founder
Platforms
Web, API
Added
July 14, 2026
Pricing
Freemium
Last Verified
September 2, 2026
One by Pica screenshot

What is One by Pica?

TL;DR

One by Pica is agent integration infrastructure that connects AI agents to external apps and APIs while handling authentication, OAuth, token management, tool execution, and MCP-compatible developer workflows.

  • Unified action layer to connect agents to thousands of SaaS APIs
  • OAuth and token management system built specifically for AI agents
  • MCP compatible CLI-first developer tools and edge deployments

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About

One by Pica is agent integration infrastructure designed to connect AI systems to external apps, services, and APIs. It handles the backend complexities of building agentic workflows, such as managing user authentication, OAuth flows, token rotation, and low-latency tool execution. Instead of building and maintaining custom integrations for every third-party service, developers can use One to let their AI agents perform reliable actions across various SaaS platforms. The product is useful for developers, SaaS founders, and engineering teams building autonomous assistants, customer support agents, sales copilots, or workflow automation tools. By utilizing One, developers can connect their agents to popular apps like Gmail, Slack, Stripe, and HubSpot through a unified action layer. It operates as a developer platform that turns plain-language prompts into API actions and live connections. The main difference is One's focus on secure, developer-first tool infrastructure. Rather than being a closed chatbot builder, it provides a CLI-first approach, Model Context Protocol (MCP) compatibility, and access to over 75,000 vetted API schemas. Buyers should note that while all plans include access to the CLI and unlimited app connections, usage is tracked by monthly API calls, and rate limits increase significantly across the higher plans. For FutureStack, One by Pica belongs in AI Agents because it is built to support the execution, integration, and deployment of action-oriented AI systems. It is best for software developers and product teams who want to connect LLMs to external application databases and software tools without writing custom API connectors. It is not for non-technical users looking for a pre-configured, ready-to-use chatbot dashboard.

Use Cases

Agent App Integrations

Connect agents to business applications such as Gmail, Slack, CRM systems, and other SaaS tools through a unified action layer.

OAuth for Agents

Handle user authorization, OAuth flows, and token management so agents can act on behalf of authenticated users.

MCP Agent Tools

Use MCP-compatible tooling and a developer-first CLI to expose external application actions to AI systems.

Workflow Automation

Let agents perform real actions across connected services without building and maintaining every API connector from scratch.

Key Features

  • Unified action layer to connect agents to thousands of SaaS APIs
  • OAuth and token management system built specifically for AI agents
  • MCP compatible CLI-first developer tools and edge deployments
  • Vetted database of over 75,000 open-source API schemas and tools

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Pricing summary

One by Pica offers a Free plan with 1 million monthly API calls. The paid Starter plan is $29 per month and the Pro plan is $199 per month, with pricing scaling based on rate limits, team features, and overage rates.

Pricing & Plans

Free

Start connecting agents with basic rate limits.

Free
  • 1 million API calls/month
  • 100 calls/minute limit
  • Model Context Protocol & CLI
  • Unlimited app connections
Popular

Starter

Perfect for developers building production agents.

$29/month
  • 1 million API calls/month
  • 500 calls/minute limit
  • Faster rate limits
  • Reduced overage rates

Pro

For teams running business agents at scale.

$199/month
  • 1 million API calls/month
  • 1,000 calls/minute limit
  • Shared team workspaces
  • Priority support channels

Other pricing notes

  • Plans are based on monthly API calls and associated rate limits.
  • Usage over plan allowances can create additional charges.
  • Review current call limits, integrations, and overage terms before production use.
Pricing last checked: July 2026Official pricing

Pros & Cons

Pros

  • Simplifies backend OAuth plumbing for agent connections
  • Broad access to thousands of pre-vetted API actions and schemas
  • Developer-first CLI and Model Context Protocol support
  • Generous free plan with 1 million API calls per month
  • Highly responsive action layer with low latency

Cons

  • Requires technical experience with APIs and coding to configure
  • Free tier has lower rate limits of 100 calls per minute
  • Commercial scale requires moving to the $199/month plan
  • Overages apply once the 1 million monthly call limit is exceeded
  • Mainly focused on developers rather than no-code builders

The Best One by Pica Alternatives

The best One by Pica alternatives are Composio, Arcade, and Toolhouse.

Composio

Composio

Freemium

AI Agents

Choose Composio if...

  • ✓you want saves time building agent integrations from scratch
  • ✓you value Claude, Codex, Cursor, and MCP workflows
  • ✓you prefer clear usage tiers for tool-call based scaling
See details ↓
Arcade

Arcade

Freemium

AI Agents

Choose Arcade if...

  • ✓you want handles auth, tool execution, governance, and logs
  • ✓you need large library of agent-optimized MCP tools
  • ✓you prefer works with popular agent frameworks and MCP clients
See details ↓
Toolhouse

Toolhouse

Freemium

AI Agents

Choose Toolhouse if...

  • ✓you want focused on practical AI workers rather than generic chat
  • ✓you value founders and lean operations teams
  • ✓you prefer can automate repeatable business processes
See details ↓

Frequently Asked Questions

Reviews

Honest feedback from the FutureStack community.

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Trending Tools on FutureStack

Discover the most popular and hand-picked AI tools across FutureStack

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CommandCode

CommandCode

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Coding

Choose CommandCode if...

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  • ✓you prefer supports skills, memory, MCP, plugins, and commands
See details ↓
SambaNova Cloud
SambaNova Cloud

SambaNova Cloud

Freemium

Developer Tools

Choose SambaNova Cloud if...

  • ✓you want strong open-model selection
  • ✓you need usage-based pricing by model and token
  • ✓you prefer designed for production inference workloads
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Google Flow
Google Flow

Google Flow

Freemium

Video Generation

Choose Google Flow if...

  • ✓you want strong filmmaking-oriented workflow
  • ✓you need uses multiple Google generative models
  • ✓you prefer supports reference-driven consistency
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Amp
Amp

Amp

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Choose Amp if...

  • ✓you want strong for complex multi-step engineering work
  • ✓you need remote agents can continue without your laptop
  • ✓you prefer specialist agents enable parallel workflows
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IBM Bob
IBM Bob

IBM Bob

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Choose IBM Bob if...

  • ✓you prefer enterprise software development
  • ✓you need supports agents and parallel development work
  • ✓you prefer works across IDE, CLI, and CI/CD workflows
See details ↓
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Humanloop

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Developer Tools

Choose Humanloop if...

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  • ✓you need supports both UI-first and code-first workflows
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LiteAi.me
LiteAi.me

LiteAi.me

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Developer Tools

Choose LiteAi.me if...

  • ✓you want very low setup barrier for beginners
  • ✓you value students and classroom projects
  • ✓you prefer combines web publishing and Android packaging
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Scribe
Scribe

Scribe

Freemium

Productivity

Choose Scribe if...

  • ✓you want turns real workflows into documentation much faster than writing guides manually
  • ✓you prefer SOPs, onboarding, training, customer education, and client handoffs
  • ✓you prefer supports web, desktop, and mobile process capture on paid plans
See details ↓
Cursor
Cursor

Cursor

Freemium

Coding

Choose Cursor if...

  • ✓you want combines editing, chat, autocomplete, and agents
  • ✓you need strong project-context awareness
  • ✓you value founders shipping quickly
See details ↓
OpenWork
OpenWork

OpenWork

Freemium

Developer Tools

Choose OpenWork if...

  • ✓you want open source and local-first
  • ✓you need supports many model providers
  • ✓you prefer useful beyond coding and chat
See details ↓
One by Pica

One by Pica

AI Agents

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