FastMCP

FastMCP

fastmcp
FrameworX

FrameworX

Tatsoft
+
+

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About

FastMCP is an open source, Pythonic framework for building Model Context Protocol (MCP) applications that makes creating, managing, and interacting with MCP servers simple and production-ready by handling the protocol’s complexity so developers can focus on business logic. The Model Context Protocol (MCP) is a standardized way for large language models to securely connect to tools, data, and services, and FastMCP provides a clean API to implement that protocol with minimal boilerplate, using Python decorators to register tools, resources, and prompts. A typical FastMCP server is created by instantiating a FastMCP object, decorating Python functions as tools (functions the LLM can invoke), and then running the server with built-in transport options like stdio or HTTP; this lets AI clients call into your code as if it were part of the model’s context.

About

Tatsoft's FrameworX is a complete SCADA and IIoT platform for edge-to-enterprise industrial applications. It unifies operations, data, and AI under one scalable, .NET-based architecture. FrameworX includes AI Designer, built on the Model Context Protocol (MCP). Three MCP servers cover design, operations and runtime, plus an in-process AI agent spine, all released and supported today. AI works directly inside the Designer IDE in real time, configuring tags, alarms, historian, devices, displays, and scripts in one session, and engineers approve every step. Works with any MCP-compatible AI client, including Claude. The platform includes real-time data modeling, historian, alarms, reports, audit trails, scripting in C#, VB.NET, JavaScript, and Python, plus 100+ native drivers for PLCs, DCS, OPC, and MQTT. Deploy anywhere with zero client installs and full web, mobile, and desktop access. 100+ connectors included at no charge.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Python developers and AI engineers who want a high-level, production-ready framework to build and deploy MCP servers that expose tools and data to LLMs securely and efficiently

Audience

Systems Integrators, OEMs, End users in Manufacturing & Industrial, Oil&Gas

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

$750
Enterprise – Full SCADA/IIoT platform for enterprise-wide visualization, orchestration, and scalability. Starts at $4,500.

MachineHMI – Local visualization and control at the machine level. Starts at $900.

EdgeConnect – Edge connectivity and intelligence for integrating devices and systems. Starts at $750.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

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Reviews/Ratings

Overall 5.0 / 5
ease 4.5 / 5
features 4.8 / 5
design 4.8 / 5
support 4.8 / 5

Pros & Cons from Real Users

Pros

  • All-inclusive connectivity: More than 100 industrial connectors are included in the price. Modern coding: Integrated support for modern languages like Python and C#. Efficiency: Easy scalability, streamlined development cycles, and simple deployment. Value: The competitive price tag leaves room in the budget to handle design challenges or commissioning costs.
  • 1. variety of protocols and devices to be integrated with 2. versatility in options 3. functionality of options
  • We’ve developed systems for the control of Pharmaceutical filling machines using the software from Tatsoft. It has allowed us to Communicate with multiple PLC’s Including Siemens, Allen Bradley, Schneider and Omron (and there are drivers for many more). These systems have alarm and event recording which can be stored on various Database platforms (We use SQLite or MS-SQL), which allow for encryption, reports can be generated and stored to PDF or Printed. We’ve also implemented User control, with either FrameworX Handling the user control, or connection to Active Directory via LDAP. Multiple thin Client support is simple, and is ‘IP-aware’ so functions can be limited by the IP address on the client PC.
  • FrameworX is an affordable and very powerful IIoT platform. Excellent support for MQTT, Semantic modelling, superb graphical capabilities, advanced .NET and Python 3 scripting.

Cons

  • Honestly, there isn’t anything I dislike. After years of use, I haven’t encountered any significant drawbacks. The platform is robust, well-designed, and consistently delivers what I need without the frustrations common in other tools.
  • some display objects could use some improvement when modifying them
  • There are no obvious deficiencies with the software, any issues are resolved quickly by support.
  • FrameworX is a big product with a huge amount of capability. Consistent use of the product over a few months is required to fully access the full power of the platform.

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

fastmcp
Founded: 2025
United States
gofastmcp.com/getting-started/welcome

Company Information

Tatsoft
Founded: 2009
United States
tatsoft.com

Alternatives

Alternatives

COMBIVIS Studio 6

COMBIVIS Studio 6

KEB America
Ignition SCADA

Ignition SCADA

Inductive Automation
QuickHMI

QuickHMI

Indi.An GmbH
CitectHMI

CitectHMI

Schneider Electric

Categories

Categories

IoT Features

Application Development
Big Data Analytics
Configuration Management
Connectivity Management
Data Collection
Data Management
Device Management
Performance Management
Prototyping
Visualization

SCADA Features

Alarm Management
Archiving & Retention
Dashboard Designer
Data Aggregation
Data Visualization
Hardware Integration
HMI Integration
Real-time Monitoring

Integrations

Python
AVEVA PI System
Canary
Markdown
Model Context Protocol (MCP)

Integrations

Python
AVEVA PI System
Canary
Markdown
Model Context Protocol (MCP)
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