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features
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support

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Description

Gram is a versatile open-source platform designed to empower developers in the seamless creation, curation, and hosting of Model Context Protocol (MCP) servers, effectively converting REST APIs through OpenAPI specifications into tools ready for AI agents without necessitating any code modifications. The platform takes users through a structured workflow that includes generating default tools from API endpoints, narrowing down to relevant functionalities, crafting advanced custom tools by linking multiple API calls, and enriching these tools with contextual prompts and metadata, all of which can be tested instantly in an interactive environment. Additionally, Gram features built-in support for OAuth 2.1, which encompasses both Dynamic Client Registration and user-defined authentication flows, ensuring that agent access remains secure and reliable. Once these tools are fully developed, they can be deployed as robust MCP servers suitable for production, complete with centralized management functionalities, role-based access controls, detailed audit logs, and an infrastructure designed for compliance, which includes deployment at Cloudflare's edge and DXT-packaged installers that facilitate straightforward distribution. This comprehensive approach not only simplifies the development process but also enhances the overall functionality and security of the deployed tools, making it an invaluable resource for developers aiming to leverage AI technology effectively.

Description

Tabstack is a managed web extraction, research, and automation API designed to help developers build live-web features without maintaining browser infrastructure or scraping pipelines. Users can send a URL, structured schema, research question, or plain-language task and receive clean data, cited research, or completed web actions from a single API call. The platform includes endpoints for extracting schema-matched JSON, converting pages into clean Markdown, generating structured outputs, running cited research agents, and automating browser tasks. Tabstack handles the reasoning, rendering, schema enforcement, browser execution, and orchestration behind the scenes so teams can focus on building products instead of managing extraction systems. Its research endpoint reads the live web, selects sources, synthesizes answers, and returns citations on claims, making it useful for trustworthy research agents. Its automation endpoint can navigate, click, fill forms, and complete multi-step workflows on third-party sites, with interactive pauses when human input is needed. Tabstack also supports TypeScript and Python SDKs, MCP integration, CLI access, and streaming responses over SSE. Developers can use it for lead enrichment, competitive monitoring, knowledge base ingestion, workflow automation, booking flows, product data extraction, and in-app research. With privacy controls, no model training on user data, and plans ranging from free credits to enterprise quotas, Tabstack gives teams a practical backend for AI agents that need to understand and act on the web.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

ChatGPT
Claude
Cloudflare
Cursor
Devin Desktop
HTML
JSON
Markdown
Mistral AI
Model Context Protocol (MCP)
OAuth
Slack

Integrations

ChatGPT
Claude
Cloudflare
Cursor
Devin Desktop
HTML
JSON
Markdown
Mistral AI
Model Context Protocol (MCP)
OAuth
Slack

Pricing Details

$250 per month
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Speakeasy

Founded

2022

Country

United States

Website

www.speakeasy.com/product/gram

Vendor Details

Company Name

Mozilla

Founded

2025

Country

United States

Website

tabstack.ai/

Product Features

Product Features

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