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A minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabling natural language interaction with a database through PydanticAI agents.

A zero-configuration tool that automatically converts FastAPI endpoints into Model Context Protocol (MCP) tools, enabling AI systems to interact with your API through natural language.

Enables interaction with Supabase databases and n8n workflows through a JSON-RPC 2.0 MCP server. Provides database operations, vector search capabilities, and webhook-based workflow automation with secure API token authentication.

A production-ready Model Context Protocol server built with FastAPI, featuring JWT authentication, PostgreSQL database support, Redis caching, and comprehensive health monitoring for building secure async API applications.

A sample FastAPI project that implements the Model Context Protocol (MCP), allowing AI assistants to connect to a PostgreSQL database and manage notes through natural language interactions.

Demonstrates how to integrate Model Context Protocol with Server-Sent Events (SSE) in a FastAPI web application, including a weather service example with tools for getting forecasts and alerts.

An MCP server that integrates with FastMail's JMAP API to manage mailboxes, search for emails, and send messages. It enables users to interact with their FastMail account for tasks like reading email content and managing folders through natural language.

全面解析Fastmcp SqltoolsMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Fastmcp Sqltools能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

A TypeScript framework for building MCP servers with client session management capabilities, supporting tools definition, authentication, image content, logging, and error handling.

Fastmcp 5f7f5be8

全面解析Fastmcp FinanceMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Fastmcp Finance能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

A demonstration server showcasing MCP capabilities with basic tools including addition calculations and weather API integration for fetching city weather data.

Enables intelligent search through FastMCP documentation using TF-IDF indexing, along with utility tools for arithmetic operations, text hashing, and web page content extraction via Jina Reader.

Fast MCP Finance

Built an MCP server for Yahoo Finance

Enables interaction with openGauss databases through multiple transport methods (Stdio, SSE, Streamable-Http). Supports database operations and queries with configurable connection parameters.

A database query service that enables users to search and retrieve data from PostgreSQL tables for Cheery Exeedcars FAQs and system menus through multiple connection methods (STDIO, HTTP, SSE).

Enables comprehensive feature engineering for classification datasets with automated preprocessing and 13 specialized analysis tools. Supports feature importance calculation, correlation analysis, recursive feature elimination, and model evaluation with integrated visualization capabilities.

Feature Suggestions (Supabase) MCP

全面解析Feature Suggestions (Supabase)MCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器，Feature Suggestions (Supabase)能让AI助手访问实时数据、执行操作，为您提供更智能的工作体验和自动化解决方案。

Connects the OpenFEC API to AI assistants for investigating US federal campaign finance through natural language conversations.

Query FEC campaign finance data — search candidates, track donations, analyze spending, and monitor Super PAC activity via the OpenFEC API.

Macro economic intelligence MCP — 13 tools powered by 86 FRED series + ECB data covering Fed rates, inflation (CPI/PCE), yield curve, GDP, recession probability, and regime classification. Every response ES256K signed.