MCPs tagged with # fastapi

MCP Ping-Pong Server by Remote Call demonstrates the use of the Model Context Protocol (MCP) for handling command-based interactions via FastAPI. The project provides a backend powered by FastAPI and FastMCP, enabling remote MCP calls through API endpoints and Server-Sent Events (SSE). It includes thread-safe session management, command handling integration, and an interactive UI for engaging with ping, pong, and count operations. Designed as an educational tool, it showcases practical MCP usage for API-driven workflows.

• ⭐ 1
• MCP
• kimtth/mcp-remote-call-ping-pong

FastMCP LaTeX Server is a microservice designed to render raw LaTeX or Jinja2 template documents and compile them into PDF files. It exposes a suite of five MCP-compatible tools for document rendering, template management, and artifact handling. The service can be run locally or integrated seamlessly with Claude Desktop, supporting both stdin/stdout MCP communication and HTTP-based transport. Output artifacts, including .tex and .pdf files, are generated in a dedicated directory, and a variety of ready-made templates are provided for easy customization.

• ⭐ 4
• MCP
• devroopsaha744/TexMCP

Volatility MCP integrates the Volatility 3 framework for memory image analysis with a FastAPI backend, exposing forensic plugins as RESTful APIs. Featuring Model Context Protocol (MCP) support, it enables seamless interaction with AI assistants like Claude Desktop for advanced memory forensics. The platform connects memory artifacts to AI or web applications, offering natural language driven analysis and automation. Designed for security analysts and forensic professionals, it supports key Volatility plugins such as pslist and netscan.

• ⭐ 36
• MCP
• Gaffx/volatility-mcp

Vectara MCP Server implements the open Model Context Protocol to enable AI systems and agentic applications to connect securely with Vectara's Trusted RAG platform. It supports multiple transport modes, including secure HTTP, Server-Sent Events (SSE), and local STDIO for development. The server provides fast, reliable retrieval-augmented generation (RAG) operations with built-in authentication, rate limiting, and optional CORS configuration. Integration is compatible with Claude Desktop and any other MCP client.

• ⭐ 25
• MCP
• vectara/vectara-mcp

Zabbix MCP Server serves as a comprehensive Model Context Protocol (MCP) server, enabling seamless integration with Zabbix using FastMCP and python-zabbix-utils. It offers complete access to Zabbix API functionalities through MCP-compatible tools, supporting advanced management of hosts, groups, items, triggers, templates, and more. The server is designed for easy installation, configuration, and automation of monitoring through a standardized protocol interface.

• ⭐ 98
• MCP
• mpeirone/zabbix-mcp-server

Coin MCP Server provides a fast and simple server to fetch real-time cryptocurrency prices and token information via Bitget’s public API. Utilizing FastMCP and zod for validation, it exposes easy-to-use tools such as getTokenPrice, getAnnouncements, and getCoinInfo for streamlined access to live market data and detailed token attributes. Designed for straightforward deployment using Deno, it emphasizes error handling and robust API integration.

• ⭐ 27
• MCP
• pwh-pwh/coin-mcp-server

HOCR MCP Agent provides a server that adheres to the Model Context Protocol and includes a Vue-based frontend for interacting with OCR and model context functionalities. It enables the handling, processing, and serving of HOCR (HTML-based OCR) data through a standardized backend. The server leverages FastAPI and uvicorn for deployment, while the frontend supports user interaction and visualization of results.

• ⭐ 2
• MCP
• Wooonster/hocr_mcp_server

MCP Server ODBC via SQLAlchemy provides a lightweight, FastAPI-based server that implements the Model Context Protocol (MCP) for accessing ODBC-compatible databases. It bridges AI tools and database systems by exposing standardized endpoints for fetching schema, tables, table descriptions, and executing queries or stored procedures. With support for Virtuoso, PostgreSQL, MySQL, and SQLite, it allows seamless, structured, and context-aware database access for context-driven applications.

• ⭐ 19
• MCP
• OpenLinkSoftware/mcp-sqlalchemy-server

Telephony MCP Server provides Model Context Protocol-based tools that allow integration of telephony operations, such as voice calls and SMS sending, with Large Language Model applications. Built with Python and leveraging the Vonage API, it exposes callable functions that LLMs can use to interact with the real world. The server defines tools like 'voice_call' and 'send_sms' for secure, programmatic communication via FastAPI interfaces. It is designed for agentic and tool-using AI systems to extend their operational capabilities beyond text generation.

• ⭐ 12
• MCP
• khan2a/telephony-mcp-server