Best FastAPI MCP Servers

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

View all FastAPI MCP Servers

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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security
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license
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quality
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 a month ago
8
252
Apache 2.0
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
A
security
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license
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quality
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 2 months ago
9
26
MIT
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
A
security
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license
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quality
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 3 months ago
3
1
MIT
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
A
security
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license
A
quality
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 3 months ago
1
MIT
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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license
A
quality
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 3 months ago
1
MIT
Why this server?
Built with FastAPI to provide a lightweight MCP server for ODBC database connections.
mcp-sqlalchemy
Databases Developer Tools Remote
OpenLinkSoftware
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security
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license
A
quality
Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.
Last updated 9 months ago
11
19
MIT
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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license
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quality
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 6 months ago
8
2
MIT
Why this server?
Offers documentation search for FastAPI framework to quickly find information about API development
Documentation Search MCP
Documentation Access Search Remote
gemini2026
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security
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license
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quality
A Model Context Protocol server that enables intelligent searching across documentation for 30+ programming libraries and frameworks, fetching relevant information from official sources.
Last updated 19 days ago
23
8
MIT
Why this server?
Provides project structure guidance and best practices for building FastAPI applications.
Pioter MCP Server
Developer Tools Documentation Access Software Architecture
pwesolowski
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security
A
license
A
quality
A Best Practices Oracle that provides dynamic advice, checklists, and architectural patterns for various software technologies. Helps developers with refactoring, testing guidelines, security checklists, and deployment principles through technology-aware recommendations.
Last updated 2 months ago
2
MIT

Doris MCP Serverofficial

Scout Monitoring MCPofficial

OpenVSP MCP Server

CtrlTest MCP Server

Pterasim MCP Server

mcp-sqlalchemy

Taiwan Stock Agent

Documentation Search MCP

Pioter MCP Server