FastAPI

MCP Servers for FastAPI

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.

View all MCP Servers

Why this server?
Implemented using FastAPI to provide both SSE and HTTP streaming endpoints for clients to interact with the MCP protocol, supporting tool calls and prompt interactions.
Doris MCP Serverofficial
apache
A
security
A
license
A
quality
Backend service implementing the Model Control Panel protocol that connects to Apache Doris databases, allowing users to execute SQL queries, manage metadata, and potentially leverage LLMs for tasks like natural language to SQL conversion.
Last updated -
8
74
Python
Apache 2.0
Why this server?
Includes a FastAPI server as an alternative interface with interactive API documentation (Swagger UI and ReDoc) for direct HTTP access
Torrent Search MCP Server
philogicae
A
security
A
license
A
quality
A Python MCP server that allows programmatic interaction to find torrents programmatically on ThePirateBay, Nyaa and YggTorrent.
Last updated -
3
1
Python
MIT License
Why this server?
Utilized as the server framework to expose SymPy's mathematical computation capabilities through an API accessible via the MCP protocol.
MCP Calculate Server
611711Dark
A
security
A
license
A
quality
A mathematical computation service that enables users to perform symbolic calculations including basic arithmetic, algebra, calculus, equation solving, and matrix operations through the MCP protocol.
Last updated -
1
3
Python
MIT License
Why this server?
Built with FastAPI to provide a lightweight MCP server for ODBC database connections.
mcp-sqlalchemy
OpenLinkSoftware
A
security
A
license
A
quality
Provides SQLAlchemy (via pyodbc) connectivity to any Database Management System (DBMS) that's accessible via SQLAlchemy.
Last updated -
11
12
Python
MIT License
Why this server?
Provides a REST API interface using FastAPI with endpoints for creating, retrieving, updating, and deleting error records
Tribal Knowledge Service
agentience
A
security
A
license
A
quality
An MCP server implementation that helps Claude remember and learn from programming errors by storing, retrieving, and finding similar errors with full context.
Last updated -
6
2
Python
MIT License
Why this server?
Generates mock API servers using FastAPI as the framework, complete with middleware, admin UI, and logging capabilities
MockLoop MCP Serverofficial
MockLoop
-
security
A
license
-
quality
A Model Context Protocol server that generates and runs mock API servers from API documentation like OpenAPI/Swagger specs, enabling developers and AI assistants to quickly spin up mock backends for development and testing.
Last updated -
7
Python
MIT License
Why this server?
Used as the web framework for potential future REST API functionality within the MCP server.
Content Server
yogeshkulkarni553
A
security
F
license
A
quality
Stores Organizations content
Last updated -
5
Python
Why this server?
Converts FastAPI endpoints to Postman collections, enabling automatic synchronization of API definitions with Postman for documentation and testing.
REST-to-Postman MCP
runninghare
A
security
F
license
A
quality
Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.
Last updated -
2
JavaScript
Why this server?
Uses FastAPI to build the MCP server, providing a robust HTTP-based interface for context management operations.
context-portal
GreatScottyMac
-
security
A
license
-
quality
context-portal
Last updated -
351
Python
Apache 2.0
Why this server?
Uses FastAPI to expose endpoints for the MCP protocol and health checks, enabling communication with AI clients
Adaptive Graph of Thoughts MCP Server
SaptaDey
-
security
A
license
-
quality
A scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.
Last updated -
4
Python
Apache 2.0
Why this server?
Uses FastAPI to provide REST API endpoints for YARA scanning, rule management, and file operations, with interactive API documentation.
YaraFlux MCP Server
ThreatFlux
-
security
A
license
-
quality
A Model Context Protocol server that enables AI assistants to perform YARA rule-based threat analysis on files and URLs, supporting comprehensive rule management and detailed scanning results.
Last updated -
14
Python
MIT License
Why this server?
Uses FastAPI as the web framework for building the API, providing automatic API documentation generation, schema validation, and type safety for the MLB data endpoints.
mlb-api-mcp
guillochon
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security
A
license
-
quality
Python MCP server that provides comprehensive access to MLB statistics and baseball data through a FastAPI-based interface. Acts as a bridge between AI applications and MLB data sources, enabling seamless integration of baseball statistics, game information, player data, and more.
Last updated -
Python
MIT License
Why this server?
Employs FastAPI for the backend service that handles document ingestion, validation, and RAG pipeline orchestration.
Kollektiv | Your private LLM knowledgebase
alexander-zuev
-
security
A
license
-
quality
Kollektiv
Last updated -
43
TypeScript
Apache 2.0
Why this server?
Built with FastAPI to provide web API endpoints for all txtai functionality
TxtAI MCP Server
neuml
-
security
A
license
-
quality
txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows. All functionality can be served via it's API and the API supports MCP. Docs: https://neuml.github.io/txtai/api/mcp/
Last updated -
11,070
Python
Apache 2.0
Why this server?
Powers the microservice API, providing endpoints for job URL analysis and company profile generation.
Job URL Analyzer MCP Server
subslink326
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security
A
license
-
quality
A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.
Last updated -
Python
MIT License
Why this server?
Serves as the framework for exposing the MCP server's functionality via HTTP APIs, providing standardized endpoints for integration with other applications.
Tushare_MCP
buuzzy
-
security
A
license
-
quality
A Model Context Protocol server that provides intelligent stock data assistance through Tushare's financial data API, enabling users to query comprehensive stock information, financial data, and market indices through natural language.
Last updated -
6
Python
MIT License
Why this server?
Provides a Model Context Protocol (MCP) interface for FastAPI endpoints, automatically generating tools from API endpoints decorated with @mcp_app.tool(), enabling interaction with CRUD operations through MCP clients
FastAPI MCP Application
christian-felipe9
-
security
A
license
-
quality
A REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.
Last updated -
Python
MIT License
Why this server?
Powers the main web application routing and HTTP request handling, including administrative API endpoints and OAuth callback processing.
mcp-plexus
Super-I-Tech
-
security
A
license
-
quality
mcp-plexus
Last updated -
2
Python
Apache 2.0
Why this server?
Automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, preserving schemas and documentation
FastAPI-MCP
tadata-org
-
security
A
license
-
quality
A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.
Last updated -
5,362
Python
MIT License
Why this server?
Powers the backend API that handles image processing and recommendation requests for the fashion recommender system.
FastMCP_RecSys
attarmau
-
security
A
license
-
quality
A CLIP-Based Fashion Recommender system that allows users to upload clothing images and receive tags and recommendations based on visual analysis.
Last updated -
Python
Apache 2.0
Why this server?
Uses FastAPI as the backend framework for serving the CLIP-based fashion recommendation system, handling image uploads and providing recommendation endpoints.
FastMCP_RecSys
attarmau
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security
A
license
-
quality
A CLIP-Based Fashion Recommender system with MCP that provides fashion recommendations based on uploaded images.
Last updated -
Python
Apache 2.0
Why this server?
Implements the MCP server using FastAPI endpoints, exposing system monitoring tools through fastapi-mcp
PsUtil MCP Server
BenedatLLC
-
security
A
license
-
quality
Provides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.
Last updated -
2
Python
Apache 2.0
Why this server?
Provides a FastAPI-based web server that exposes Beijing car quota lottery search functionality through standardized API endpoints
Owner avatar beijing-car-quota-draw
coldfire-x
-
security
A
license
-
quality
Owner avatar beijing-car-quota-draw
Last updated -
Python
MIT License
Why this server?
Serves as the foundation for the MCP server, exposing CRUD endpoints through FastAPI-MCP that allows AI agents to interact with the item database
FastAPI CRUD MCP
brunolnetto
-
security
A
license
-
quality
A minimal CRUD API for items that exposes FastAPI endpoints as MCP tools, enabling natural language interaction with a database through PydanticAI agents.
Last updated -
Python
MIT License
Why this server?
Recognized and recommended as a framework for Python API projects with Pydantic for validation within project contexts
AgentCortex MCP
sage-hq
-
security
A
license
-
quality
An AI memory system that creates isolated, persistent memory banks for each codebase, solving the context-switching problem by keeping project knowledge separate and accessible across sessions.
Last updated -
213
2
TypeScript
MIT License
Why this server?
Uses FastAPI to provide a REST API interface compatible with OpenAI's chat completion API
MCP Framework
Viking1726
-
security
A
license
-
quality
A middleware system that connects large language models (LLMs) with various tool services through an OpenAI-compatible API, enabling enhanced AI assistant capabilities with features like file operations, web browsing, and database management.
Last updated -
3
Python
MIT License
Why this server?
Powers the server's backend API and WebSocket communication, enabling real-time interaction between the multi-agent system and client applications
MCP Agent Platform
rolenet
-
security
A
license
-
quality
A multi-agent human-computer interaction system that enables natural interaction through integrated visual recognition, speech recognition, and speech synthesis capabilities.
Last updated -
11
Python
Apache 2.0
Why this server?
Provides a web interface for managing PDF files, allowing users to upload, download, and view PDF files through a FastAPI-based web UI
MCP PDF Server
Dev-91
-
security
A
license
-
quality
A Model Context Protocol (MCP) based server that efficiently manages PDF files, allowing AI coding tools like Cursor to read, summarize, and extract information from PDF datasheets to assist embedded development work.
Last updated -
Apache 2.0
Why this server?
Supports integration with FastAPI for running the MCP server, providing both standalone and integrated deployment options
database-mcp
TheRaLabs
-
security
A
license
-
quality
A server that helps people access and query data in databases using the Query Runner with integration of the Model Context Protocol (MCP) Python SDK. Support databases including PostgreSQL Redshift MySQL Microsoft SQL Server Google APIs Amazon Web Services (via boto3) CockroachDB SQLite
Last updated -
26
Python
GPL 3.0
Why this server?
Uses FastAPI to expose the Bayesian MCP server API endpoints for model creation, belief updating, prediction generation, model comparison, and visualization.
Bayesian MCP
wrenchchatrepo
-
security
A
license
-
quality
A Model Calling Protocol server that enables LLMs to perform rigorous Bayesian analysis and probabilistic reasoning, including inference, model comparison, and predictive modeling with uncertainty quantification.
Last updated -
Python
MIT License
Why this server?
Integrates with FastAPI framework to provide high-performance server-side events (SSE) communication and schema validation capabilities for Model Context Protocol implementations
FastAPI MCP Server
purity3
-
security
A
license
-
quality
A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.
Last updated -
2
Python
MIT License
Why this server?
Uses FastAPI as the web framework to implement the MCP server endpoints and API functionality.
Unsplash API MCP Server
gzpaitch
-
security
A
license
-
quality
An API that exposes Unsplash image search, listing, and random photo capabilities as MCP tools, enabling AI models like Claude to directly interact with Unsplash's services.
Last updated -
Python
MIT License
Why this server?
Powers the REST interface for the document processing system, enabling API-based interactions with the document processing capabilities.
MCP Document Processor
arifazim
-
security
A
license
-
quality
An intelligent document processing system that automatically classifies, extracts information from, and routes business documents using the Model Context Protocol (MCP).
Last updated -
Python
GPL 3.0
Why this server?
Server is built on FastAPI framework, providing HTTP endpoints for SmartScreen control and integration
Ultra MCP-SS
motebus
-
security
A
license
-
quality
A FastAPI-based MCP server that integrates with smartscreen.tv, allowing you to programmatically control web displays by displaying media, sending notifications, and controlling playback via HTTP commands.
Last updated -
Python
MIT License
Why this server?
Used as the web framework to build the MCP server API endpoints
weather-mcp-server
devilcoder01
-
security
A
license
-
quality
weather-mcp-server
Last updated -
Python
MIT License
Why this server?
Built on FastAPI to provide a web API interface for BurpSuite functionality, with Swagger UI and ReDoc documentation available.
BurpSuite MCP Server
X3r0K
-
security
A
license
-
quality
BurpSuite MCP Server: A powerful Model Context Protocol (MCP) server implementation for BurpSuite, providing programmatic access to Burp's core functionalities.
Last updated -
22
Python
MIT License
Why this server?
Automatically exposes FastAPI endpoints as MCP tools, preserving schemas and documentation from the original API. Allows seamless integration of any FastAPI application with MCP clients without additional configuration.
FastAPI-MCP
nguyendinhsinh361
-
security
A
license
-
quality
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.
Last updated -
1
Python
MIT License
Why this server?
Provides a lightweight server implementation that exposes an endpoint to execute shell commands and stream their output in real-time.
MCP Terminal Server
cwmoore-ai
-
security
A
license
-
quality
A lightweight FastAPI server that allows remote execution of shell commands on Windows, with real-time output streaming and security features like API key authentication and rate limiting.
Last updated -
Python
MIT License
Why this server?
Uses FastAPI as the web framework for implementing the MCP server API endpoints
Model Control Plane (MCP) Server
dvladimirov
-
security
A
license
-
quality
A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.
Last updated -
Python
GPL 3.0
Why this server?
Uses FastAPI as the backend framework to serve the MCP server endpoints
MCP Server: Scalable OpenAPI Endpoint Discovery and API Request Tool
baryhuang
-
security
A
license
-
quality
This server facilitates scalable discovery and execution of OpenAPI endpoints using semantic search and high-performance processing, overcoming limitations of large spec handling for streamlined API interactions.
Last updated -
25
Python
MIT License
Why this server?
Provides an HTTP API server implementation with endpoints for listing tools, calling individual tools, and executing sequences of tools for Fusion 360 operations.
Fusion 360 MCP Server
ArchimedesCrypto
-
security
A
license
-
quality
A Model Context Protocol server that enables Cline to translate natural language prompts into Fusion 360 CAD operations by mapping commands to Fusion's API and generating executable Python scripts.
Last updated -
Python
MIT License
Why this server?
Serves as the API framework for the MCP server, providing documentation at /docs endpoint and RESTful endpoints for tool invocation.
Modal MCP Server
smehmood
-
security
A
license
-
quality
An MCP server that enables AI agents to interact with Modal, allowing them to deploy apps and run functions in a serverless cloud environment.
Last updated -
Python
MIT License
Why this server?
Powers the REST, GraphQL, and WebSocket API interfaces, enabling different methods of interacting with the AI models through standardized endpoints.
MyAIServ MCP Server
eagurin
-
security
A
license
-
quality
A high-performance FastAPI server supporting Model Context Protocol (MCP) for seamless integration with Large Language Models, featuring REST, GraphQL, and WebSocket APIs, along with real-time monitoring and vector search capabilities.
Last updated -
5
Python
MIT License
Why this server?
The MCP server is implemented using the FastAPI framework, providing a web application with both MCP and standard web endpoints.
FastAPI MCP SSE
panz2018
-
security
A
license
-
quality
A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
Last updated -
9
Python
MIT License
Why this server?
Mentioned in the example configuration where a FastAPI server is running, and the README notes it uses a FastMCP server with registered tools
MCP-OpenAPI
rmasters
-
security
A
license
-
quality
An MCP server that exposes HTTP methods defined in an OpenAPI specification as tools, enabling interaction with APIs via the Model Context Protocol.
Last updated -
2
Python
MIT License
Why this server?
Implements the Model Context Protocol server using FastAPI framework, providing a discoverable, versioned API for exposing herd data.
MCP Server
DPoitrast
-
security
F
license
-
quality
A FastAPI-based Model Context Protocol server that exposes herd data through a discoverable API, with local and containerized deployment options.
Last updated -
Python
Why this server?
Offers FastAPI routing documentation with examples and implementation guidance
Enhanced Dash MCP Server
joshuadanpeterson
-
security
F
license
-
quality
An intelligent server that transforms local Dash documentation into a context-aware assistant for Claude, providing developers with seamless access to documentation while coding.
Last updated -
2
Python
Why this server?
Built on FastAPI framework, providing performant REST endpoints for context retrieval, model listing, and health checking.
Model Context Protocol Server
Shekharmaheswari85
-
security
F
license
-
quality
A middleware server that intelligently routes AI model queries to appropriate data sources, providing contextual information to enhance AI responses.
Last updated -
Python
Why this server?
Used to create a multi-tool MCP server that can host multiple tools in a single endpoint
GitHub Remote MCP Server
brentlaster
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security
F
license
-
quality
A cloud platform for registering and using remote tools with GitHub's MCP service, enabling agents to access registered tools through SSE endpoints.
Last updated -
Python
Why this server?
Implements the control layer using FastAPI to manage requests between the UI and model layer, handling validation, preprocessing, and error handling.
MCP Sample Chat
seino-ta
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security
F
license
-
quality
A local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.
Last updated -
Python
Why this server?
Provides a high-performance API backend with OpenAPI documentation for the MCP server
FastMCP Boilerplate
rainer85ah
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security
F
license
-
quality
A modern Model Control Plane (MCP) project that provides a lightweight, extensible foundation for building and deploying intelligent systems that manage and expose AI/LLM capabilities through Python, FastAPI, and Docker.
Last updated -
5
Python
Why this server?
Serves as the web framework for the MCP API, providing the RESTful endpoints for monitor management and other UptimeRobot operations
UptimeRobot MCP API
thichcode
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security
F
license
-
quality
A management server for UptimeRobot that enables natural language processing through Model Context Protocol, allowing users to manage monitors, maintenance windows, and reports using conversational commands.
Last updated -
Python
Why this server?
Uses FastAPI to create an MCP server that exposes the Northwind database through both a REST API and an MCP endpoint, allowing queries for product data and other Northwind dataset information.
Northwind FastAPI MCP Example
RobertoRuben
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security
F
license
-
quality
A Model Context Protocol (MCP) server that enables Large Language Models to interact with and query the classic Northwind database through a REST API.
Last updated -
Python
Why this server?
Powers the MCP Gateway with a robust API framework, enabling tool routing and request handling.
CoreMCP
fruzly
-
security
F
license
-
quality
A lightweight orchestration hub for managing local Model Context Protocol (MCP) tools in a unified way, allowing users to build, manage, and call their AI tools from IDEs, terminal, and custom assistants.
Last updated -
Python
Why this server?
Used as the server framework to implement the SSE transport for the MCP server
MCP Server for Microsoft Business Central
ZAPACEIG
-
security
F
license
-
quality
Server that enables integration with Microsoft Business Central through its REST API, providing functionality for customer and product management, sales orders, and generic API interactions.
Last updated -
Python
Why this server?
Implements an async high-performance API server using FastAPI, enabling real-time train ticket queries with SSE streaming protocol support
12306 MCP Server
drfccv
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security
F
license
-
quality
A high-performance FastAPI backend for train ticket queries in China, supporting real-time ticket availability, station information, transfers, and train schedules through the Model Context Protocol for AI assistants and automation.
Last updated -
3
Python
Why this server?
Implements the MCP server using FastAPI to expose GoHighLevel sub-account tools
GHL MCP Server
JewelreyBoxAI
-
security
F
license
-
quality
Exposes GoHighLevel (GHL) sub-account tools to Anthropic-powered LangGraph agents, enabling Claude models to interact with GHL contacts, pipelines, and automations via the Model Connection Protocol.
Last updated -
Python
Why this server?
Powers the backend API server that handles routing user questions to appropriate specialized agents
MCP: Multi-Agent Control Point
Gomezzz299
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security
F
license
-
quality
A server that routes user questions to specialized agents (date, location, weather) or an LLM expert, with a simple Streamlit web interface for easy interaction.
Last updated -
Python
Why this server?
Provides a specialized REST API client with Swagger documentation for development and testing of LinkedIn functionality, offering endpoints for profile management, content creation, and networking.
LinkedIn MCP Server
baptitse-jn
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security
F
license
-
quality
A comprehensive Model Context Protocol server that enables AI assistants to interact with LinkedIn APIs for profile management, content creation, networking, messaging, and analytics.
Last updated -
Python
Why this server?
Provides the underlying web framework for exposing math tools and prompt templates via Server-Sent Events (SSE)
Math MCP Server
ambaricloud
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security
F
license
-
quality
A tool-augmented AI server that exposes basic math operations (add, subtract, multiply) via FastMCP and Server-Sent Events, allowing LLM agents to discover and use these mathematical tools.
Last updated -
Python
Why this server?
Powers the RESTful API interface, offering clean, well-documented endpoints for AI model interactions.
RL-MCP
rlefko
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security
F
license
-
quality
A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.
Last updated -
Python
Why this server?
Uses FastAPI for the web framework and RESTful API support, providing device management interfaces and WebSocket functionality for real-time communication.
NetBrain MCP
NorthLaneMS
-
security
F
license
-
quality
An open-source network operations integration platform that connects large language models with network devices through the Model Context Protocol, allowing AI assistants to perform network configuration, diagnostics, and management tasks.
Last updated -
2
Python
Why this server?
Provides the API backend for the MCP server, allowing HTTP-based interactions with the system's microservices
Microservice Control Panel (MCP)
Chunkys0up7
-
security
F
license
-
quality
A modular system for building and orchestrating AI applications through microservices, featuring LLM interactions, Jupyter notebook execution, and visual workflow capabilities.
Last updated -
Python
Why this server?
Powers the web server that connects to the MCP server and handles client requests from the htmx UI.
Real Estate Investment MCP Server
ericnsibley
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security
F
license
-
quality
An MCP server that connects to a SQLite database of Zillow real estate data, enabling users to explore property values, rent indexes, and forecasts through a chat interface to make informed investment decisions.
Last updated -
Python
Why this server?
Provides a web user interface with a friendly dashboard for interacting with datasets, viewing results, and controlling the autonomous analyst workflow.
MCP Autonomous Analyst
MadMando
-
security
F
license
-
quality
A local, agentic AI pipeline that analyzes tabular data, detects anomalies, and generates interpretive summaries using local LLMs orchestrated via the Model Context Protocol.
Last updated -
Python
Why this server?
Uses FastAPI to create the server endpoints that expose the MCP protocol interfaces for tool discovery and execution.
Cisco Catalyst Center MCP Server
martynrees
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security
F
license
-
quality
A server that wraps Cisco Catalyst Center APIs into tools accessible via the Model Context Protocol, allowing AI agents to discover and execute network management operations.
Last updated -
Python
Why this server?
Built on the FastAPI framework for creating the MCP server API endpoints that interface with PostgreSQL databases.
MCP Server for PostgreSQL
asadudin
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security
F
license
-
quality
A Model Context Protocol server implementation that provides a simple interface to interact with PostgreSQL databases, enabling SQL queries, database operations, and schema management through MCP.
Last updated -
Python
Why this server?
Provides the backend framework that handles API requests, PDF processing, and vector storage operations
PDF RAG MCP Server
hyson666
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security
F
license
-
quality
A document knowledge base system that enables users to upload PDFs and query them semantically through a web interface or via the Model Context Protocol, allowing integration with AI tools like Cursor.
Last updated -
5
Python
Why this server?
Provides the server framework for the MCP implementation, exposing endpoints for tool discovery and JSON-RPC calls to interact with the to-do list application.
TODO MCP Server
oseni99
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security
F
license
-
quality
A minimal Model Context Protocol server implementation that provides tools for managing a to-do list, allowing users to create tasks, list them, and mark them as completed via JSON-RPC calls.
Last updated -
Python
Why this server?
Implements a FastAPI server that exposes Berghain events data as API endpoints and MCP tools for AI agents
Berghain Events MCP Server
alejofig
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security
F
license
-
quality
A server that allows AI agents to query and retrieve information about upcoming events at Berghain nightclub through a DynamoDB-backed FastAPI service.
Last updated -
Python
Why this server?
Powers the backend API of the MCP server, enabling management functionality through a RESTful interface
MCP - Management Control Panel
jonmax1987
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security
F
license
-
quality
An advanced management platform that integrates FastAPI and React TypeScript, providing a modern user interface with SQLite database and action history tracking.
Last updated -
Python
Why this server?
Implements the MCP server using FastAPI as the framework, providing endpoints for payment creation and status verification that bridge Claude with the Gotas Commerce API.
Gotas Commerce MCP Server
caiovicentino
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security
F
license
-
quality
A bridge between AI assistants and cryptocurrency payment services that enables creating and verifying USDT transactions through the Gotas Commerce API.
Last updated -
JavaScript
Why this server?
Exposes API endpoints for health checks, service discovery, natural language command processing, and direct command execution through a REST interface
Kube Core MCP
Jess321995
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security
F
license
-
quality
A Kubernetes command processing service that converts natural language requests into valid kubectl commands, providing command validation and security checks.
Last updated -
1
Python
Why this server?
Provides the foundation for the MCP Gateway, transforming FastAPI endpoints into MCP tools that allow LLMs to interact with corporate APIs in a controlled manner.
MCP Gateway
jowpereira
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security
F
license
-
quality
A secure bridge that allows Large Language Models (LLMs) to interact with corporate APIs and services in a controlled and contextualized manner.
Last updated -
Python
Why this server?
Built on FastAPI to provide REST API endpoints for document embedding and semantic retrieval capabilities
SuiAgentic
AnhQuan2004
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security
F
license
-
quality
A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.
Last updated -
Why this server?
Uses FastAPI to implement the Model Context Protocol server with Server-Sent Events for streaming communication
FastAPI SSE MCP Random
hk4crprasad
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security
F
license
-
quality
A FastAPI server implementing the Model Context Protocol (MCP) for structured tool use, providing utility tools including random number generation, image generation via Azure OpenAI DALL-E, and AI podcast generation.
Last updated -
Python
Why this server?
Provides the API framework for the MCP server with JWT authentication support for secure user access.
MCP - Model Context Protocol
eversonpereira
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security
F
license
-
quality
A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.
Last updated -
Python
Why this server?
Serves as the backend framework providing API endpoints for the hotel management system
Master Control Program (MCP) Backend
sayonsom
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security
F
license
-
quality
Provides API endpoints for a hotel management frontend and integrates with SmartThings API to control devices based on user preferences and room assignments.
Last updated -
Python
Why this server?
Built with FastAPI to provide a robust API framework for generating Master Content Plans
MCP Server
cabrit0
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security
F
license
-
quality
A server that generates Master Content Plans (MCPs) by aggregating web resources and organizing them into structured learning paths for any topic.
Last updated -
Python
Why this server?
Provides the asynchronous API framework for handling image generation and editing requests
MCP GPT Image 1
GaussianGuaicai
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security
F
license
-
quality
MCP GPT Image 1
Last updated -
Python
Why this server?
Uses FastAPI as the foundation for the server implementation, providing high-performance API endpoints and asynchronous request handling for the MCP protocol.
MCP Server
freedanfan
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security
F
license
-
quality
A FastAPI-based implementation of the Model Context Protocol that enables standardized interaction between AI models and development environments, making it easier for developers to integrate and manage AI tasks.
Last updated -
5
Python
MIT License
Why this server?
Provides a FastAPI-based server implementation that exposes cat facts data through SSE transport, complete with automatic OpenAPI documentation.
Python MCP Cat Facts
akream
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security
F
license
-
quality
A FastAPI server that implements the Model Context Protocol (MCP) using Server-Sent Events (SSE) transport to provide random cat facts on demand or as a continuous stream.
Last updated -
Python
Why this server?
Provides a web interface and JSON API endpoints for accessing the TPC data, allowing users to browse thoughts, plans, and changes via a simple HTML interface.
tpc-server
suttonwilliamd
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security
F
license
-
quality
tpc-server
Last updated -
1
Python
Why this server?
Implements a REST API with CORS support and structured JSON responses for easy frontend integration.
MCP Chatbot
rick-noya
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security
F
license
-
quality
A serverless backend that enables natural language querying of a Postgres database, converting user questions into SQL and returning structured, UI-friendly responses.
Last updated -
Python
Why this server?
Used as the web framework for implementing MCP-compatible REST endpoints, exposing agent personality traits and callable tools through standardized HTTP interfaces.
KOI-MCP Integration
BlockScience
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security
F
license
-
quality
A bridging framework that integrates Knowledge Organization Infrastructure (KOI) with Model Context Protocol (MCP), enabling autonomous agents to exchange personality traits and expose capabilities as standardized tools.
Last updated -
1
Python
Why this server?
The server can run as a FastAPI-based service with endpoints for API information, health checks, voice listings, and MCP communication.
Edge-TTS MCP Server
yuiseki
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security
F
license
-
quality
A Model Context Protocol server that provides text-to-speech functionality for AI agents using Microsoft Edge's text-to-speech technology, supporting multiple voices, languages, and voice customization.
Last updated -
1
Python
Why this server?
Provides REST API endpoints for interacting with the supply chain system, including inventory status, AGV management, order creation, and agent queries
Smart Warehouse MCP Agent
Ayancodes2003
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security
F
license
-
quality
Claude-powered warehouse management system that coordinates inventory, AGVs, and order processing through specialized agents using Model Context Protocol patterns.
Last updated -
Python
Why this server?
Used in the example workflow to design and implement a Todo app, with the MCP server tracking components and providing consistent implementation guidance.
Persistent-Code MCP Server
sparshdrolia
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security
F
license
-
quality
Creates and maintains a semantic knowledge graph of code that allows maintaining context across sessions with Claude, providing advanced search capabilities without requiring the entire codebase in the context window.
Last updated -
2
Python
Why this server?
Implements a server with MCP endpoints using FastAPI, providing a way to expose the vector database retrieval functionality via API.
MCP RAG Server
ProbonoBonobo
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security
F
license
-
quality
A Machine Conversation Protocol server that enables AI agents to perform Retrieval-Augmented Generation by querying a FAISS vector database containing Sui Move language documents.
Last updated -
Python
Why this server?
Provides the backend framework for the MCP server implementation
Basic MCP Application
priteshshah96
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security
F
license
-
quality
A simple application demonstrating Model Context Protocol (MCP) integration with FastAPI and Streamlit, allowing users to interact with LLMs through a clean interface.
Last updated -
3
Python
Why this server?
Uses FastAPI to create a REST API server that handles requests for managing conversation context and interacting with language models.
MCP: Model Context Protocol
Alex-Replicator
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security
F
license
-
quality
A system that manages context for language model interactions, allowing the model to remember previous interactions across multiple independent sessions using Gemini API.
Last updated -
Python
Why this server?
Used for implementing test endpoints and API functionality for the MCP server, enabling proper API interaction with Databricks services.
Databricks MCP Server
JustTryAI
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security
F
license
-
quality
A server that implements the Model Completion Protocol (MCP) to allow LLMs to interact with Databricks resources including clusters, jobs, notebooks, and SQL execution through natural language.
Last updated -
6
Python
Why this server?
Powers the server's API framework, exposing endpoints for file access, database operations, and vector search capabilities
MCP Server
ningwenjie
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security
F
license
-
quality
A multi-functional computing platform server designed to integrate with large language models like Qwen, providing file access, database connections, API integration, and vector database functionality.
Last updated -
2
Python
Why this server?
Powers the underlying server architecture for the MCP implementation.
EnrichB2B MCP Server
moonlabsai
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security
F
license
-
quality
A server implementing the Model Context Protocol that enables users to retrieve LinkedIn profile information and activity data via EnrichB2B API, and generate text using OpenAI GPT-4 or Anthropic Claude models.
Last updated -
Python
Why this server?
Integrates with a FastAPI hosted ML server to serve a trained Random Forest model for predictions and data processing.
MCP Server for ML Model Integration
nicknochnack
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security
F
license
-
quality
A server that integrates trained Random Forest models with Bee Framework, enabling ReAct interactivity for AI tools and agents.
Last updated -
13
Python
Why this server?
Used for API implementation in the backend technical stack
MCP Server Enhanced SSH
8bit-wraith
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security
F
license
-
quality
A robust SSH server facilitating secure remote command execution with TMUX session management, multi-window support, and smart session recovery for improved AI-human interaction.
Last updated -
4
Python
Why this server?
Uses FastAPI for the HTTP server implementation with SSE transport for connecting to Claude and Cursor.
Resemble AI Voice Generation MCP Server
obaid
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security
F
license
-
quality
Integrates with Claude and Cursor using the Model Context Protocol to generate voice audio from text using Resemble AI's voices.
Last updated -
Python
Why this server?
The MCP server is built on FastAPI, leveraging its ecosystem for automatic OpenAPI documentation generation, dependency injection, middleware support, validation, and async capabilities.
Awesome MCP FastAPI
MR-GREEN1337
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security
F
license
-
quality
A production-ready MCP server built with FastAPI, providing an enhanced tool registry for creating, managing, and documenting AI tools for Large Language Models (LLMs).
Last updated -
13
Python
Why this server?
The server uses FastAPI for its backend to handle requests and integrate with the PokeAPI database
pokemon-api-server
Harnishnava
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security
F
license
-
quality
Fetch Pokémon data from PokéAPI
Last updated -
Python
Why this server?
Used as the web framework for implementing the MCP server's API endpoints for bird detection data.
BirdNet-Pi MCP Server
DMontgomery40
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security
F
license
-
quality
A Python-based server that enables accessing and analyzing bird detection data through the Model Context Protocol, offering features like filtering detections, accessing audio recordings, and generating reports.
Last updated -
3
Python

Doris MCP Serverofficial

MockLoop MCP Serverofficial