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MCP servers tagged fastapi

1.8K live MCP servers tagged "fastapi", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with fastapi.

1.8K
live servers
36
avg trust
21K
most stars
1001

Pentquiver

Fast cross-platform TUI/CLI/API/MCP command library and cheat-sheet launcher for pentesters - 2,800+ security commands, argument templates, hexagonal architecture.

34
1002

Agentice Memory

Personal AI assistant with real memory: a from-scratch Mem0-style memory library (two-phase extract/reconcile pipeline, user-sharded vector store) with CLI, REST, and MCP front en…

34
1003

Spectra Browser MCP

SpectraBrowser MCP: World-Class Autonomous Cognitive Browser Automation, Playwright Web Agent & Full-Spectrum Network QA Suite for AI Agents (Open WebUI, Claude, GPT-4o, DeepSeek)…

34
1004

Shopify Support Agent

AI customer support agent for a Shopify store. LangGraph state machine, self-built MCP server over the Admin GraphQL API, RAG with citations, layered guardrails, and an eval harne…

34
1005

Trug

A self-hosted shared shopping list for one household — offline-first PWA, passkey sign-in, MCP + voice-ring capture, Catppuccin themed. One docker compose up.

34
1006

Commerceos AI

Agentic AI Capstone: An Autonomous multi-agent e-commerce platform powered by LangGraph orchestration, CrewAI fraud analysis, and 5 specialist AI agents — Support (RAG), Invent…

34
1007

Grafana AI

AI-powered observability platform using Grafana, Prometheus, MCP and local LLMs for intelligent infrastructure analysis.

34
1008

Robinhood Rest2mcp

REST + OpenAPI facade over the Robinhood MCP server

34
1009

NexusOS AI

NexusOS AI: A Multi-Agent Academic & Career Operating System An AI-powered Academic & Career Operating System built with Google ADK, MCP, FastAPI, React, and Python. Features a m…

34
1010

Gosset

A statistical analysis workbench for Windows. 239 procedures across Basic Statistics, Regression, ANOVA, Calc, Data and Graph, with typeset PDF reports and more to add. Runs entir…

34
1011

Cortex Cloud

Your own AI memory, in the cloud you own. Deploy a private, single-owner AI memory service (web Hub + MCP for any AI) to Azure in ~15 minutes.

34
1012

Procurepilot

以Openclaw架构思想构建的基于Deep Agents、MCP、OpenSandbox、FastAPI 与 Vue 3 的多用户智能采购协作平台,支持多 Agent 编排、异步任务、SSE 流式交互、HITL 审批、Opensandbox沙箱隔离与 ERP 数据分析。

34
1013

Fastapi Docker MCP Server Template

Docker 환경에서 FastAPI MCP 서버를 실행·배포하기 위한 템플릿 프로젝트입니다.

34
1014

AI Concepts

A dual-language workspace of AI/LLM projects in TypeScript and Python — LangChain, LangGraph, RAG, vector stores, MCP, and more. Includes concept docs, agents, RAG pipelines, and…

34
1015

Developer Assistant

MCP server with AI-powered code intelligence, OAuth 2.1 security, behavioral anomaly detection, and semantic code search.

34
1016

YTSearch

Zero-cost YouTube video search API with MCP (Model Context Protocol) support for AI assistants

34
1017

TasksMultiServer

✅ Multi-interface hierarchical task management (Projects → Lists → Tasks) for humans and AI agents — MCP server, REST API, and React web UI. DAG task dependencies, pluggable Postg…

34
1018

Based Intelligent Order Management System

An AI-powered intelligent order management system using MCP-based agent architecture to understand customer queries and retrieve real-time menu and pricing information from MySQL.

34
1019

Structsure

Library and tools to get validated structured JSON from LLMs (Pydantic v2, self-correction). Local-first (Ollama), Streamlit designer, FastAPI server.

34
1020

Appforge

Multi-agent orchestration on MCP: a state server, six-phase dependency graph, approval gates, and budget control.

34
1021

Dual Interface Demo

Demonstrates dual-interface architecture: same business logic powering both traditional web apps and MCP servers for AI tools

34
1022

Multi MCP Langchain

Multi-MCP agent system built with LangChain, FastAPI, Docker, and SearXNG, featuring modular MCP tool servers for search, weather, time, matrix, and Tower of Hanoi tasks.

34
1023

Ayn

Agents You Need -- Tools to search and access the AI agents you need

34
1024

Adk MCP Agent

AI agent using Model Context Protocol (MCP) to connect to Wikipedia for real-time answers — Track 2 Google Cloud Gen AI Academy APAC

34
1025

OmniScrape

Secure hybrid web extraction toolkit: deterministic parsing, SSRF-hardened async fetching, optional Playwright/OpenAI, FastAPI, CLI, MCP, and a polished web console.

34
1026

Adaptive MCP Fabric

Containerized MCP demo stack with a Node.js backend, static web UI, local MCP tool servers, SearxNG search, and Ollama integration for interactive multi-tool AI workflows.

34
1027

MLB Draft Oracle AWS

Autonomous AI fantasy baseball draft simulator. Two GPT-4o-mini agent teams research real MLB stats, query RAG-powered draft memory (S3 vector store), and make strategic picks via…

34
1028

Showcase

Prototype customer support chatbot for computer hardware products, built using a low-cost OpenAI model and Model Context Protocol (MCP). The chatbot demonstrates how LLMs can safe…

34
1029

Cyperf Ce MCP Rest

Cyperf CE MCP REST API - Model Context Protocol server for Keysight Cyperf CE performance testing with streamable HTTP interface

34
1030

Dentops Copilot

MCP-native agentic dental copilot: a Claude agent orchestrates 5 FastMCP tools to draft grounded, for-dentist-review documents from an X-ray + patient record, streamed live to a R…

34
1031

OpenConnect

Turn any webpage into a production-ready MCP connector — works with Claude, Cursor, Windsurf, and any MCP-compatible AI agent.

34
1032

Pytest AI Agent

Auto-generate PyTest cases for FastAPI routes using Claude AI and MCP

34
1033

2026 Worldcup Predictor

FIFA World Cup 2026 prediction engine: Dixon-Coles goal model, Monte Carlo simulation, MCP server, and FastAPI web UI.

34
1034

Llmesh

Security-first local LLM swarm over MCP with signed peer discovery, fail-closed validation, audit trails, and Docker-based PoC nodes.

34
1035

MindTrack AI

Voice-powered mental health and career tracking agent — LoRA fine-tuned GPT-4o-mini, Whisper transcription, ElevenLabs voice response, and Gmail job application tracking

34
1036

Rag Python

MCP server exposing a production RAG system as first-class tools (search_knowledge_base, get_document) over stdio and streamable-HTTP with OAuth 2.1 — works with Claude Desktop an…

34
1037

Google Oauth

MCP server template with Google OAuth 2.0 authentication for Claude custom connectors. One function call gives you the full OAuth stack — you just write your tools.

34
1038

Mcpaisuite Hub

Full-stack control plane for the MCP AI Suite — run, observe and govern AI agents. Next.js + FastAPI. (BSL 1.1)

34
1039

Dungeon MCP

AI-narrated dungeon crawler. MCP server runs the rules, FastAPI streams play over WebSocket, Next.js renders chat + map.

34
1040

Raceai Gcp

RaceAI rebuilt on Google Cloud — Gemini API, MCP server, FastAPI, Docker, Cloud Run

34
1041

Grinta Orchestrator

The Best Local-First Autonomous Coding Agent for End-to-End Software Tasks in 2026

34
1042

TensorNode

AI Executive Assistant that transforms messages into decisions using a governance-first multi-agent architecture built with Google ADK and Gemini.

34
1043

Prism Agentic Rag

P.R.I.S.M. is a production-grade, multimodal, agentic Retrieval-Augmented Generation (RAG) platform engineered for high-stakes financial intelligence.

34
1044

Personal AI Employee Hackathon 0

An autonomous, local-first Digital FTE built for the Personal AI Employee Hackathon. It leverages Claude Code, Obsidian, and the Model Context Protocol (MCP) for a complete human-…

34
1045

Impact Radar

Impact Radar — a DataHub-powered change-risk agent. Describe a schema change in plain English and get, in seconds: the resolved asset, downstream blast radius, an explainable risk…

34
1046

TextSequence

Open-source, MCP-native NLE where humans and AI agents edit the same timeline.

34
1047

Wavr

Multi-modal home sensing — WiFi CSI + network scan + camera CV + mmWave fused into explainable room occupancy and a position/posture radar over a floor plan you draw. Privacy-firs…

34
1048

Naeth

Naeth: portable, append-only memory for AI agents, exposed over the Model Context Protocol. Postgres + pgvector, hybrid retrieval, verifiable authorship. Running in production.

34
1049

Procureguard AI

Synthetic enterprise procurement copilot benchmarking RAG, vector search, DeepSeek, MCP tools, and guarded human approval

34
1050

Medsguard Agent

An LLM-driven medication-logging agent with a deterministic safety spine.

34
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