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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.
SystemOneEngine
High-performance, calibrated non-autoregressive decision engine (<4ms CPU) powering dual-process agent reflexes, Antigravity IDE lifecycle hooks, MCP server, and OS automation.
Reality
Open-source operations core for AI agents: orders, stock, deliveries, invoices and money in one journal, each record kept exactly as the source sent it — so any number opens back…
OpenBB ODP
Open Data Platform for analysts, quants and AI agents.
Openapi MCP Gateway
Turn any OpenAPI spec into a remote Model Context Protocol (MCP) server instantly over SSE.
Daisy Search
An AI-orchestrated OSINT research engine. MCP server for Claude Code/Desktop: immutable sourced facts, fetch audit, Neo4j identity graph, Postgres brain.
TradeCraft HR
AI-powered interview practice platform: a live AI interviewer (neural voice, Whisper voice answers, guardrails, adaptive follow-ups, scoring + PDF report).
AI Flight Agent
Conversational flight agent: a local qwen2.5:7b picks a tool, MCP carries the call over stdio to query_flights / buy_ticket / check_in, and those drive a .NET airline API behind a…
Wardro
AI styling agent built on a hand-rolled Model Context Protocol (MCP) server and client, with FastAPI, Next.js and Gemini.
Fraudgraph
Agentic fraud investigation on TigerGraph: takes a bank alert, investigates it across a 590,742-transaction graph, decides what kind of fraud it is and how far it goes, and recomm…
Nexus MCP Enterprise Gateway
Enterprise Model Context Protocol (MCP) server mesh, execution sandbox & observability gateway.
ProsperosHoard
Local media studio an AI agent can direct: drives ComfyUI, ffmpeg and Piper TTS to make consistent characters, photocards, album art and beat-cut music videos, by hand or over MCP…
AI Self Healing App
AI self-healing system: detects runtime, silent and CI failures, fixes them via Claude + MCP, opens PRs with regression tests
Readonly Gateway
Gatehouse: a read only MCP gateway that lets Claude query a business CRM safely. Per key scopes, field masking, rate limits, a full audit log and a live attack suite.
Data Analyst
Natural-language data analyst: Claude answers questions by calling tools over a real MCP server (including a real subprocess/stdio test), with a read-only SQL safety guard and a F…
Gemini Proxmox
Proxmox VE operations gateway exposing Model Context Protocol (MCP) Streamable HTTP to Google Gemini with built-in OAuth 2.0 / OIDC
SentryQuery AI
Hallucination guardrail for AI output about indexed documents. POST a claim, get PASS or FAIL with the exact source passage, checked by a Researcher + Critic LangGraph pipeline (L…
AI Task API
AI Task API — FastAPI + MCP (Single Route)
CrawlIt
A web crawling and conversion system that uses FastAPI and MCP to crawl websites and convert them into markdown.
Gke
A secure, production-ready reference architecture for deploying MCP servers to GKE using Workload Identity Federation (WIF) and GitHub Actions. Now with MCP-UI support for interac…
Excel Manager
Chat with your Excel spreadsheets in plain English — a Gemini agent that reads, slices, and edits `.xlsx` files through a Model Context Protocol tool server.
Zahub
Pizza delivery web app, integrated with AI chatbot
Scholar AI
Production-grade AI research assistant built on Model Context Protocol (MCP) with multi-turn conversations, hybrid context management, and enterprise deployment on GCP
Python Repository Chat Agent
Multi-Agent System using Model Context Protocol (MCP) for intelligent repository analysis. 5 MCP servers (Orchestrator, Indexer, Graph Query, Code Analyst, Monitoring), a FastAPI…
Circus
🎪 The Circus — Agent commons where AI-IQ agents commune using passports as identity. Memory exchange, trust scoring, topic rooms.
TranscribeAi
A multi-agent speech-to-text system using MCP-style tools and FastAPI for high-performance, confidence-weighted transcriptions.
Ucp Merchant Server
UCP-compliant merchant platform with checkout state machine, AP2 payment verification, and MCP tool bindings
Winston
Agentic AI middleware: a circuit breaker for autonomous agents — FastAPI/LiteLLM reverse proxy that tracks token spend, enforces budgets, and aborts runaway loops. TypeScript MCP…
Agentic Context Router
Containerized AI microservice utilizing LangGraph for stateful reasoning, Postgres (pgvector) for internal RAG, Redis for LLM caching, and MCP for dynamic tool discovery.
A004 Partner Desk Multi Agent MCP
거래처 문의 자동 응대 Multi-Agent + MCP — 직접 구현 오케스트레이터·자체 MCP 서버·휴먼인더루프 승인 (Python, Claude 구독OAuth/API, FastAPI). 더미 데이터.
Devpilot Production
Multi-agent RAG coding assistant with real MCP tools, FastAPI, and auto-fix loops
Realtime Options Agent
Claude-powered realtime trading agent for SENSEX/Nifty 50 options using Model Context Protocol (MCP)
Docwise
RAG-in-a-Box — intelligent document understanding for PDF, DOCX, and Markdown. Adaptive parsing, hybrid search (semantic + BM25), and agentic Q&A with citations. Upload, ask quest…
Proofdesk Showcase
Architecture and engineering decisions behind Proofdesk, a live showcase of citation-grounded RAG, confidence-based agent routing, and MCP integration.
LangGraph MCP Travel Planner
Learn MCP hands-on: connect remote MCP servers, build your own custom MCP server, and orchestrate multi-agent pipelines with LangGraph. A complete AI travel planner project.
Simple Project Tool
API-first project tracker (projects → stories → tasks) with scoped API keys for AI agents. FastAPI, async SQLAlchemy, PostgreSQL, React 19 and a Typer CLI.
Ops Triage Agent
Enterprise agentic IT/Ops support triage: a multi-step LLM agent with an MCP server, RBAC + human-approval gates, hash-chained audit, RAG with data governance, and an eval-gated C…
ATLAS Code
AI-driven SRE Agent built with LangGraph and FastAPI. Autonomously investigates Kubernetes alerts via MCP, applies auto-remediation with Human-in-the-Loop, and generates post-mort…
Nexabank AI Governance
AI agent governance & security gateway for banking — FastAPI + real Splunk, Azure AD, CrowdStrike, Purview integrations
Github Analyzer
CLI and web tool that analyzes any public GitHub repository and produces a technical report on its stack, architecture, technical debt, and documentation quality. Includes natural…
Aygentx Smart Search
AygentX Smart Search - It is a FastAPI-based AI backend that dynamically routes queries between SQL Retrieval and Agentic RAG to deliver precise, context-aware results. It support…
Rooben
Spec-driven multi-agent orchestration with verification and budget enforcement. Your taste is the product.
Agent Identity Bridge
Portable identity for AI agents across MCP, A2A, ANP protocols. One passport. Every protocol. Full audit trail.
Neuro MCP Unified Orchestration Engine
Production-grade NeuroMCP orchestration engine that unifies n8n workflows with agentic LLM ecosystems, delivering secure, deterministic, and scalable automation. Features context-…
SQL Agent
MCP server that gives Claude/Cursor a governed connection to your databases: builds a knowledge graph per DB (foreign keys, embeddings, glossary, query memory), hands the model on…
WhyJarv
Personal voice assistant racing Groq LLaMA 70B vs Gemini Flash in parallel — fastest reply wins, <300ms. Claude CLI executes real Mac actions via MCP. SQLite TF-IDF memory. Wake w…
Slack Incident Agent
ContextOps is an AI-powered DevOps teammate inside Slack that investigates production incidents, gathers AWS logs, suggests fixes, and generates reports.
Stepstitch
Turn a user-reported bug into a runnable Playwright regression test — privacy-safe, no session replay, no PII captured. An open-source, self-hostable evidence layer for regulated…
Aitsm
Minimal GenAI-native ITSM built with FastAPI
LLM Hub
Self-hosted hub for local & cloud LLMs. Unifies Ollama, Anthropic, Google & OpenAI behind one OpenAI-compatible gateway. Features an MCP server generator, Anthropic skills manager…
Warehouseops AI
Multi-agent warehouse operations assistant — LangGraph planner, MCP tools, forecasting and document extraction, running on free open-source infrastructure