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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
1201

Gotquery

A learning project that integrates MCP, FastAPI, and Milvus. The project stores the script of the first season of Game of Thrones to allow querying over its content. This serves a…

34
1202

Cardiomedai

CardioMed AI is a smart innovative app to help user manage hypertension

34
1203

Modelcontextstandard

A minimal, protocol-agnostic standard to connect LLMs like drivers with external tools using existing APIs and formats like OpenAPI, HTTP, AS2, or CAN-Bus. No custom stacks. Just…

34
1204

Climatewatch Gateway

Microservices-based API Gateway for weather data, favorites, and alerts, with OAuth2 authentication and LLM integration via MCP.

34
1205

AI Daily Summary

Personal AI news pipeline: Gmail newsletters, RSS, GitHub trending and crawlers, enriched with Gemini + pgvector, delivered as a daily email, audio briefing, dashboard and MCP ser…

34
1206

Auto Shipping

LLM and MCP workflow automation project for seller backend operations, logistics waybill creation, and browser-based process automation.

34
1207

Image.serv

MCP Server to generate and edit images

34
1208

Agentic System Projects

A compendium of agentic applications for different business needs and application.

34
1209

Rag Chatbot Platform

RAG Chatbot Platform - FastAPI + React + pgvector + Redis

34
1210

Ration Smart Feed Library

Comprehensive feed database administration system with multi-language support, multi-tenant API key management, and MCP server integration for dairy cattle nutrition optimization.…

34
1211

Model Finops

Intelligent LLM router that reduces AI API costs by up to 60% through smart model selection and caching. FastAPI service with multi-provider support (Gemini, Claude, OpenRouter) a…

34
1212

Inxr2

Cross-reference code browser for git repositories: semantic navigation, time-travel browsing, and cross-repo search. FastAPI + React + PostgreSQL + Tree-sitter, with an MCP server…

34
1213

App Python Distributed Agents Lab

Multi-microservice demo showing distributed agents implemented in Python (FastAPI), demonstrating three communication transports: MCP, socket, rabbitmq

34
1214

Movie Recommender Agent

Conversational Movie Recommendation Agent

34
1215

Mad Invoice MCP

MAD invoiceMCP server. Create, store, and render invoices from JSON via LaTeX to PDF – single-company workflows, local file storage.

34
1216

Books Fastapi MCP

📚 Simple FastAPI with MCP integrations

34
1217

AgenticAIEngineering

A collection of small, focused projects exploring modern **Agentic AI** concepts/frame-works.

34
1218

Sgcp Rag

Self-correcting, SNI-guided RAG (SGCP-RAG) with LangGraph, pgvector, and MCP integration

34
1219

Thinklys

RAG-based learning platform with a TypeScript agentic layer: custom MCP server exposes user-scoped tools over uploaded documents; a Claude tool-use agent drives them, with prompt…

34
1220

City Day Navigator

City Day Navigator: a FastAPI orchestrator + MCP tools demo that plans a compact, weather/air-aware day itinerary for any city using Gemini for classify/plan/summarize, streaming…

34
1221

Cursor Toolkits

Écosystème de templates Cursor IDE pour FastAPI, Symfony, Next.js et MCP. Productivité, DevOps, CI/CD, open-source.

34
1222

Civicnav Vibe Coding Lab

Azure AI Engineering Lab - Build an Agentic RAG application with GitHub Copilot, MCP, and Azure AI Search

34
1223

Reference Impl

Phase 0 reference server for the Starshard memory hub: FastAPI + SQLite + MCP bridge, giving any Claude Code / Codex / MCP agent persistent memory across sessions and machines.

34
1224

CloudVoice Agent

MCP-based Voice-Ops Agent for Sustainable Cloud Infrastructure Operations.

34
1225

Malwar

Static analysis engine for detecting malware in agentic AI skill files

34
1226

Live Race Agent

Real-time AI race agent — live telemetry pipeline with Pub/Sub, BigQuery, and Gemini on Google Cloud

34
1227

AI News Radar

Self-hosted AI news aggregator with MCP server for Claude

34
1228

Pricehunt Autonomous Voucher Agent

Autonomous LangGraph agent that hunts, scores and explains discount codes. Built with Claude + MCP + Tavily.

34
1229

Aindy Runtime

Self-hosted runtime for AI agents and workflows. Durable execution, capability-gated tools, human approval gates, and a memory system that accumulates. Runs survive restarts and r…

34
1230

Crm Digital Fte

Autonomous AI customer success agent — 24/7 Email, WhatsApp & Web Form support. OpenAI Agents SDK + Groq LLaMA 3.3 70B + FastAPI + pgvector + Kafka. Hackathon 5 — CRM Digital FTE…

34
1231

Marketmind

AI-powered multi-agent stock research system built with MCP protocol

34
1232

Sample App

FastAPI sample app built on delego — intent-bound action authorization for AI agents

34
1233

Agentic RAG With MCP

An agentic RAG assistant, built with LangGraph and the Model Context Protocol (MCP), that answers questions from research papers and live web search, served via FastAPI and Docker.

34
1234

Hackathon 4 Course Companion

AI-powered edtech app — two frontends (ChatGPT app + Next.js web), one FastAPI backend, with LLM mentor, assessments, and Stripe monetization.

34
1235

Rune Tasks Mesh

Local-first task orchestration control plane with Kanban UI, sync mesh, backups, restore and system integrity governance.

34
1236

Skillledger

Supply-chain security for AI agent skills — build, sign, verify, and runtime-protect skills across every major agent ecosystem.

34
1237

Irishpulse

Multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retr…

34
1238

Diligence

Self-hosted fitness rewards with AI agent integration. Points-based accountability, science-based onboarding (PAR-Q+, BREQ-2), 14 MCP tools for coaching and meal planning. Docker…

34
1239

The Dept. Admin Audit Core

A graduation audit platform that analyzes transcripts, verifies degree eligibility, and delivers reports via web, iOS, CLI, and AI assistants through MCP

34
1240

Splunk SOAR Playbook Lab

Validate SOAR playbooks against BOTS v3 evidence using Splunk MCP, MITRE ATT&CK, VirusTotal, and approval-gated dry runs.

34
1241

Rag Observability Using Betterdb

Observability-Driven RAG: Optimized Caching with Valkey and BetterDB

34
1242

Docmind MCP

Semantic document retrieval system, exposed via MCP, for AI agents like Claude

34
1243

PROOFCHAIN

Cryptographic provenance for AI agents on the live web. Ed25519-signed, hash-chained evidence for every Bright Data fetch. EU AI Act Article 12 compliant. MIT.

34
1244

Fluxguardian

AI-powered GitHub App that catches breaking SQL schema changes before merge — blast radius analysis, PII warnings, and safe migration SQL in 10 seconds.

34
1245

Turkcell

Umay AI-Gen: voice & text AI for telecom customer service. FastAPI, Next.js, RAG (Milvus), MCP, Google GenAI, Docker Compose. Turkcell Yarının Teknoloji Liderleri — semi-finalist…

34
1246

Promty

Project memory for AI-assisted development with repository hooks, review workflows, and a read-only MCP.

34
1247

BritTube

AI video generation platform - script, footage, TTS voiceover, subtitles to MP4. Public REST API + MCP server.

34
1248

Multi Agent Strategy Evaluation

LangGraph-based multi-agent strategy generation, tool planning, RAG, trace observability, and evaluation.

34
1249

Repomoot

Requests between AI coding agents that own different repositories, with consumer acceptance and owner escalation

34
1250

AI Financial Scenario Analyst

Decision-support demo that separates language interpretation from deterministic financial calculations, with typed tools, audit traces, and regression tests.

34
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