FastMCP

FastMCP

fastmcp
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About

Equibles is an AI-powered US stock-market data platform for investors and developers. It covers SEC filings with full-text search, earnings-call transcripts, 13F institutional holdings, insider trading, congressional trades, short interest and squeeze scores, FRED/CFTC/CBOE macro data, valuation multiples, and a fast stock screener — surfaced through an AI research assistant (ALVIS), a hosted Model Context Protocol (MCP) server, and a public REST API documented with OpenAPI. The free tier gives 100 API calls/day with no credit card.

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Not Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Individual investors, financial analysts, quant researchers, and developers who need US stock-market, SEC filing, and institutional-holdings data.

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

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

No information available.
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

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

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Equibles
www.equibles.com

Company Information

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

Alternatives

Alternatives

Financial Data API

Financial Data API

Financial Data
QuantLink

QuantLink

QuantLink, Inc

Categories

Categories

MCP Gateways Supported

Integrations

Model Context Protocol (MCP) Supported
Markdown Not Supported
Python Not Supported

Integrations

Model Context Protocol (MCP) Supported
Markdown Supported
Python Supported
Claim Equibles and update features and information
Claim Equibles and update features and information
Claim FastMCP and update features and information
Claim FastMCP and update features and information