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Systems Operational · v2.4
Sodium

Sodium

Turn existing websites into WebMCP tools that AI agents can discover and use.

Visit Website
At a Glance
Website
sodium.result.dev
Category
Developer Tools
Ideal For
Founder, Developer, Product Manager
Platforms
Web, API
Added
August 31, 2026
Pricing
Paid
Sodium screenshot

What is Sodium?

TL;DR

Sodium by Result.dev analyzes existing website repositories and turns useful site actions into WebMCP tools that compatible AI agents can discover and use, with controlled publishing, versioning, and agent analytics.

  • Connect an existing website repository and let Sodium identify useful actions, then generate WebMCP tool definitions that compatible AI agents can discover and use.
  • Review and approve generated tools before publishing, require confirmation for sensitive actions, and use signed versions with rollback support as the site evolves.
  • Measure agent-ready visits, tool calls, success rate, latency, and answer-engine traffic to understand how AI agents and answer engines interact with your website.

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About

Sodium by Result.dev turns an existing website into an agent-ready interface by analyzing its repository and generating WebMCP tools that compatible AI agents can discover and use. Instead of manually designing every tool definition, teams connect a GitHub repository and let Sodium identify useful actions already supported by the site. This can include actions such as booking appointments, checking availability, ordering, checkout, account workflows, and other capabilities exposed by the existing website. Sodium is built for founders and developers preparing products for the emerging agentic web. It analyzes repository code as data and says it never runs the code or pushes changes. Teams review the generated tools, choose which ones to publish, and can require confirmation for sensitive actions. Approved tools go live through a lightweight script tag, allowing compatible browser-based AI agents to interact with the website without rebuilding the underlying application. Sodium also provides controls for maintaining agent access as the website evolves. Every publish is signed and versioned with rollback support, while new commits can trigger fresh analysis and draft updated tools for review instead of changing production automatically. Agent analytics measure visits, tool calls, success rate, latency, and traffic from answer engines, giving teams visibility into how AI agents interact with their site. Sodium is especially useful for founders turning an existing SaaS product, marketplace, booking platform, commerce site, or other interactive website into an agent-ready experience. Its main limitation is that it works as an agent interface layer around existing website capabilities; it does not replace the application, backend, APIs, or business logic that power those capabilities.

Use Cases

Make a website agent-ready

Turn existing website capabilities into WebMCP tools that compatible AI agents can discover and use directly.

Expose website actions

Give agents access to useful workflows such as booking, ordering, checkout, and account actions already supported by the site.

Measure agent traffic

Track agent visits, tool calls, success rate, latency, and answer-engine traffic to understand AI-driven usage.

Manage agent changes

Review generated updates, publish approved versions, and roll back agent tools safely as the website evolves.

Key Features

  • Analyzes repositories and generates WebMCP tool definitions
  • Publishes approved website actions through a lightweight script
  • Signs, versions, and rolls back published agent tools
  • Tracks agent visits, calls, success rate, latency, and answer-engine traffic

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Pricing summary

$49/month per connected repository. Enterprise pricing is custom for larger deployments with advanced analytics, infrastructure, onboarding, and support.

Pricing & Plans

Other pricing notes

  • Repository pricing includes code analysis and unlimited tools for the connected repository.
  • Automatic re-analysis runs on new pushes, with updated tools drafted for review.
  • Published tools include signing, versioning, rollback, and agent analytics.
  • Enterprise pricing is custom for organizations with multiple repositories and advanced requirements.
Pricing last checked: August 2026Official pricing

Pros & Cons

Pros

  • Turns existing website capabilities into agent-accessible tools
  • Minimal integration after approving generated tools
  • Published tools support versioning and rollback
  • Analytics reveal agent and answer-engine traffic
  • Helps existing products become agent-ready without rebuilding the site

Cons

  • Requires an existing website with useful actions to expose
  • WebMCP browser-agent support is still evolving
  • Pricing is charged per connected repository
  • Generated tools require human review before publishing
  • Does not replace the underlying website or backend

The Best Sodium Alternatives

The best Sodium alternatives are Browserbase, Firecrawl, and Browser Use.

Browserbase

Browserbase

Freemium

Developer Tools

Choose Browserbase if...

  • ✓you want saves teams from managing browser infrastructure
  • ✓you value AI agents that need real browser sessions
  • ✓you prefer clear free, developer, and startup pricing tiers
See details ↓
Firecrawl

Firecrawl

Freemium

Developer Tools

Choose Firecrawl if...

  • ✓you want handles complex JavaScript-rendered web pages and anti-bot challenges smoothly
  • ✓you need converts raw HTML into clean, noise-free Markdown optimized for LLM context windows
  • ✓you prefer crawls entire domain sub-trees in a single API request
See details ↓
Browser Use

Browser Use

Freemium

AI Agents

Choose Browser Use if...

  • ✓you prefer AI agents that need to operate real websites
  • ✓you need includes remote browsers, skills, proxies, and API access
  • ✓you prefer pay-as-you-go option supports early experimentation
See details ↓

Frequently Asked Questions

Reviews

Honest feedback from the FutureStack community.

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Sodium

Sodium

Developer Tools

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