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?
Allows for zero-spec extraction to generate OpenAPI specifications directly from FastAPI source code.
delimitofficial
API Testing CI/CD & DevOps Developer Tools
delimit-ai
A
license
B
quality
A
maintenance
One workspace for every AI coding assistant. Governance tools for API lint, diff, persistent ledger, multi-model deliberation, security audit, and test verification. Works with Claude Code, Codex, Cursor, and Gemini CLI.
Updated 16 hours ago (2026-09-05 13:13 UTC)
2
210
1,258
21
MIT
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
license
A
quality
B
maintenance
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.
Updated 3 months ago (2026-06-20 15:52 UTC)
13
30
MIT
Why this server?
Probes and analyzes FastAPI backend endpoints to diagnose blank pages, empty data, and contract mismatches, providing root cause and fix hints.
qa-probeofficial
Testing & QA Tools API Testing
LS-SIEM-LLP
A
license
A
quality
A
maintenance
Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
Updated 2 months ago (2026-06-25 08:01 UTC)
8
32
2
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
A
license
A
quality
D
maintenance
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.
Updated 10 months ago (2025-11-13 02:29 UTC)
4
3
6
MIT
Why this server?
Analyzes FastAPI projects, including static test-client route evidence for test planning.
Repo Test Architect
Code Analysis Testing & QA Tools
RepoAssay
A
license
A
quality
A
maintenance
ocal-first, read-only MCP server that audits repository test architecture across ten language ecosystems. It returns deterministic evidence-backed findings, blockers, rankings, and repository-native test plans without modifying source files.
Updated a month ago (2026-08-11 12:10 UTC)
2
19
141
MIT
Why this server?
Provides tools to interact with a FastAPI-based video enhancement service, allowing users to create and manage video enhancement tasks, upload videos, and retrieve results.
@avclabs.ai/enhance-mcpofficial
Image & Video Processing Multimedia Processing
avclabs
A
license
A
quality
D
maintenance
Enables video enhancement through MCP tools for creating tasks, querying status, and synchronous enhancement, supporting URL or local file inputs.
Updated 4 months ago (2026-04-30 07:26 UTC)
3
42
Apache 2.0
Why this server?
Integration with FastAPI backend to secure AI agent interactions via the GSEP security pipeline.
GSEP-MCPofficial
Security AI & Machine Learning Autonomous Agents
gsepcore
A
license
A
quality
C
maintenance
Protects AI agents from prompt injection and destructive actions while enabling self-improving prompts through a security pipeline.
Updated 3 months ago (2026-05-24 09:45 UTC)
10
70
MIT
Why this server?
Powers the web interface and API endpoints to manage providers and tools through a user-friendly UI
UTCP-MCP Bridgeofficial
Developer Tools App Automation
universal-tool-calling-protocol
A
license
A
quality
F
maintenance
A universal MCP server that exposes all UTCP-registered tools to MCP clients while providing a web interface for tool management.
Updated 4 months ago (2026-05-03 19:52 UTC)
7
29
203
MIT
Why this server?
Provides search capabilities for FastAPI documentation, allowing users to retrieve up-to-date code examples and API references.
xenodocs-mcp-serverofficial
Documentation Access Developer Tools
Xenodocs
A
license
A
quality
C
maintenance
Fetches up-to-date, version-specific documentation and code examples for any library, preventing outdated or hallucinated API usage in LLM responses.
Updated 10 months ago (2025-11-21 09:56 UTC)
2
MIT

delimitofficial

Scout Monitoring MCPofficial

qa-probeofficial

OpenVSP MCP Server

Repo Test Architect

@avclabs.ai/enhance-mcpofficial

GSEP-MCPofficial

UTCP-MCP Bridgeofficial

xenodocs-mcp-serverofficial