FastAPI MCP Integrations

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.

View all MCP Integrations for FastAPI

Why this server?
Provides access to Scout APM performance monitoring data for FastAPI applications, including traces, errors, endpoint metrics, and performance insights
Scout Monitoring MCPofficial
Monitoring Observability Developer Tools
scoutapp
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Enables AI assistants to access Scout Monitoring performance and error data through Scout's API. Provides traces, errors, metrics, and insights for Rails, Django, FastAPI, Laravel and other applications to help identify and fix performance issues like N+1 queries, slow endpoints, and memory bloat.
Last updated a month ago
8
23
MIT License
Why this server?
Implemented using FastAPI to provide both SSE and HTTP streaming endpoints for clients to interact with the MCP protocol, supporting tool calls and prompt interactions.
Doris MCP Serverofficial
Databases Developer Tools Code Execution
apache
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Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
Last updated 20 days ago
8
231
Apache 2.0
Why this server?
Exposes OpenVSP automation capabilities through a REST API with endpoints for inspecting geometries, modifying parameters, and running VSPAero analyses.
OpenVSP MCP Server
Aerospace & Astrodynamics App Automation Developer Tools
Three-Little-Birds
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Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.
Last updated 2 months ago
3
MIT License
Why this server?
Provides a REST API interface for the control system evaluation service, allowing HTTP-based access to controller benchmarking and scoring functionality.
CtrlTest MCP Server
Testing & QA Tools App Automation Developer Tools
Three-Little-Birds
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Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.
Last updated 2 months ago
1
MIT License
Why this server?
Provides HTTP transport layer for the MCP server as part of the dual architecture implementation
Taiwan Stock Agent
Finance Search Hybrid
clsung
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security
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Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.
Last updated 4 months ago
8
1
MIT License
Why this server?
Uses FastAPI to provide a web management interface for configuration management, real-time log streaming, and tool debugging capabilities.
Acemcp
Code Analysis Search Developer Tools
qy527145
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security
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Enables semantic code search across codebases with automatic incremental indexing. Searches return relevant code snippets with file paths and line numbers based on natural language queries.
Last updated 11 days ago
1
730
Apache 2.0
Why this server?
Provides a framework for building HTTP-based MCP servers that can be integrated into FastAPI applications, enabling the exposure of Python functions as discoverable tools and prompts
Simple HTTP MCP Server
Code Execution Developer Tools App Automation
yeison-liscano
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A lightweight server implementation that exposes Python functions as discoverable tools via HTTP using the Machine-to-Machine Communication Protocol (MCP). Enables remote execution of Python functions through a JSON-RPC interface with async support and type safety.
Last updated 19 days ago
4
MIT License
Why this server?
Serves as the HTTP transport layer for the math server, enabling HTTP endpoints for MCP protocol messages, health checks, and Server-Sent Events for streaming intensive computations
MCP Math Server
Developer Tools Code Execution Hybrid
chrishayuk
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A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.
Last updated 23 days ago
100
3
MIT License
Why this server?
Provides a REST API wrapper for the pterasim aerodynamics solver, enabling HTTP-based access to UVLM and surrogate aerodynamic simulations.
Pterasim MCP Server
Aerospace & Astrodynamics Research & Data Biology & Medicine
Three-Little-Birds
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security
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Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.
Last updated 2 months ago
1
MIT License

Scout Monitoring MCPofficial

Doris MCP Serverofficial

OpenVSP MCP Server

CtrlTest MCP Server

Taiwan Stock Agent

Acemcp

Simple HTTP MCP Server

MCP Math Server

Pterasim MCP Server