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Description
FastMCP is a Python-based open-source framework designed to facilitate the development of Model Context Protocol (MCP) applications, simplifying the creation, management, and interaction with MCP servers while managing the complexities of the protocol so that developers can concentrate on their core business logic. The Model Context Protocol (MCP) serves as a standardized method for enabling large language models to connect securely with tools, data, and services, and FastMCP offers a streamlined API that allows for easy implementation of this protocol with minimal boilerplate code by utilizing Python decorators for registering tools, resources, and prompts. To set up a typical FastMCP server, one would instantiate a FastMCP object, use decorators to mark Python functions as tools (which can be invoked by the LLM), and then launch the server with various built-in transport options such as stdio or HTTP; this setup enables AI clients to interact with your code seamlessly as if it were integrated into the model’s context. Additionally, FastMCP’s design promotes efficient development practices, allowing teams to quickly iterate on their applications while maintaining high standards of code quality and performance.
Description
VideoDB serves as an advanced backend solution for AI agents, empowering them to perceive, interpret, and respond to audio and video content in real time. It acts as an intermediary between unprocessed media streams and the reasoning capabilities of agents, transforming ongoing streams into organized, searchable contextual data complete with actionable evidence.
Our comprehensive See->Understand->Act process eliminates the need for a disjointed array of tools such as FFmpeg, vector databases, and transcription services by offering a single, programmable media framework. With the innovative "Indexes-as-code" feature, developers can derive insights from spoken language and visual elements with almost instantaneous response times.
Supporting both Python and Node.js SDKs, VideoDB integrates smoothly with platforms like Claude, Cursor, and Codex through the Model Context Protocol (MCP). Its architecture prioritizes streaming, ensuring that your agents maintain continuous awareness of their environment instead of relying solely on fixed files.
From creating an AI meeting assistant to enhancing camera intelligence or facilitating automated media editing, VideoDB delivers the essential perception framework required for a variety of applications. In doing so, it significantly enhances the capabilities of AI agents, allowing them to operate more effectively and responsively in dynamic settings.
API Access
Has API
API Access
Has API
Screenshots View All
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Integrations
Model Context Protocol (MCP)
Python
Claude Code
Cursor
Markdown
Node.js
OpenAI Codex
Integrations
Model Context Protocol (MCP)
Python
Claude Code
Cursor
Markdown
Node.js
OpenAI Codex
Pricing Details
Free
Free Trial
Free Version
Pricing Details
$20/month
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
fastmcp
Founded
2025
Country
United States
Website
gofastmcp.com/getting-started/welcome
Vendor Details
Company Name
VideoDB
Founded
2024
Website
videodb.io