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What is WebMCP?

WebMCP is an open-source JavaScript library that simplifies the incorporation of the Model Context Protocol into any website, enabling users to interact with web pages through an AI agent or language model. Developers can easily add WebMCP to their sites with a simple script, which activates a small widget that facilitates communication between the webpage and an MCP client. Once this connection is made, websites can leverage a range of MCP features, including tools, prompts, resources, and sampling capabilities. Tools allow an LLM to perform specific actions on the website by utilizing predefined functions that dictate their inputs and outputs. Prompts are designed as reusable templates for common LLM interactions, which can include dynamic arguments to enhance functionality. Resources grant access to webpage data and content that clients can use for contextual engagement, covering everything from page text to specific elements, files, and other organized information. Furthermore, WebMCP supports sampling, enabling the server to request LLM completions via the connected client while ensuring that human oversight is maintained throughout the interaction. This array of features not only enhances the interactivity of web applications but also enriches the overall user experience by making it more responsive and engaging. Ultimately, developers can create innovative solutions that utilize AI in a user-friendly manner.

What is Manifest?

Manifest, created by Omfang, acts as an interface layer for AI agents, converting any webpage into an organized format that clarifies the actions an agent can perform. When developers input a URL into the Manifest API, they receive a structured JSON output that reveals the page's status, including accessible buttons, forms, input fields, navigation links, required fields, and the relationships between various actions. The system works by loading the webpage within an actual Chromium browser, executing JavaScript to gather data, and analyzing the accessibility tree used by screen readers, while also verifying it against the underlying DOM to capture complex details that are frequently missed by the accessibility layer, such as the types of inputs, placeholders, states of being disabled, and requirements for submission. After identifying possible actions, it accurately resolves their locators without relying on model-created assumptions; any unclear matches are marked as uncertain rather than being taken for granted. This method equips agents with a machine-readable structure that significantly boosts their reasoning abilities concerning interactions such as clicking, entering data, or submitting forms, all while avoiding dependence on screenshots or unreliable CSS selectors. By enhancing the accuracy and effectiveness of AI agents in accessing and engaging with web content, Manifest ultimately fosters a more reliable interaction experience. This innovation marks a noteworthy advancement in the way AI can interpret and respond to web interfaces.

Media

Media

Integrations Supported

BayPoint AI
Claude Desktop
JavaScript
Model Context Protocol (MCP)
Persona

Integrations Supported

CSS
Chromium
JSON

API Availability

API Availability

Has API

Pricing Information

Free
Free Version

Pricing Information

$29 per month
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

WebMCP

Company Location

United States

Company Website

webmcp.dev/

Company Facts

Organization Name

Omfang AB

Date Founded

2026

Company Location

United States

Company Website

omfang.io

Categories and Features

Agentic AI

Not specified

Categories and Features

Agentic AI

Not specified

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