Topcoder icon

Topcoder

Provides core server-side functionalities to support Topcoder's AI and platform initiatives.

Agentic icon

Agentic

Enables more complex interactions and workflows by allowing the server to act more autonomously.

Weather icon

Weather

Provides weather alerts and forecasts for US locations via the Model Context Protocol.

OpenSCAD icon

OpenSCAD

Provides OpenSCAD rendering capabilities through a standardized Model Context Protocol interface.

AC Controller icon

AC Controller

Enable remote control of an air conditioner via a chatbot application using an ESP32 microcontroller.

WaliChat icon

WaliChat

Connects WhatsApp to AI LLM clients, enabling natural language control over messages, groups, and campaigns.

Mcpgmail icon

Mcpgmail

Deploys an unauthenticated remote Model Context Protocol (MCP) server on Cloudflare Workers.

Weather Data icon

Weather Data

Integrates real-time weather information with a standardized context protocol for sharing environmental data across systems.

TiDB icon

TiDB

Enables execution of SELECT queries on a TiDB instance via MCP tools.

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Awesome MCP Servers

Organizes Model Context Protocol (MCP) servers to facilitate AI model integration with resources like databases, file systems, and APIs.

Czech Legal icon

Czech Legal

Fetches decisions from Czech courts and searches act proposals in the Czech Chamber of Deputies.

OpenBanking icon

OpenBanking

Integrates local Ollama LLMs with a Model Context Protocol server to power OpenBanking applications.

Openshift icon

Openshift

Serves as an MCP server specifically tailored for OpenShift environments.

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Georgia Tech

Provides large language models with comprehensive access to Georgia Tech's academic, research, and campus data.

Atwork API icon

Atwork API

Provides a Multi-Agent Conversation Protocol (MCP) server automatically generated from an OpenAPI specification.

Hugging Face icon

Hugging Face

Provides access to the Hugging Face datasets API for comprehensive querying, exploration, and analysis.

Knowledge Graph icon

Knowledge Graph

Provides an MCP server enabling AI assistants to directly access and query a German family business knowledge graph database.

Twilio Microvisor icon

Twilio Microvisor

Generates a Multi-Agent Conversation Protocol (MCP) server from the Twilio Microvisor OpenAPI specification.

PGYER icon

PGYER

Uploads applications to the PGYER platform using the MCP protocol.

FoFa icon

FoFa

Provides access to FoFa API functionality through the Model Context Protocol, allowing AI assistants to query information about internet-connected devices and services.

Grobid icon

Grobid

Extracts information from scholarly documents using machine learning.

NHL v3 Scores icon

NHL v3 Scores

Exposes NHL v3 scores data through an auto-generated Multi-Agent Conversation Protocol server.

Example Backup icon

Example Backup

Provides a backup of a server with a rope tool implementation experiencing issues with import organization.

Onsched Consumer API icon

Onsched Consumer API

Generates a Multi-Agent Conversation Protocol (MCP) server for interacting with the Onsched Consumer API.

AI Context Integrator icon

AI Context Integrator

Implements an open protocol to standardize how applications provide contextual information to large language models.

Requestly icon

Requestly

Manages Requestly rules and groups through a Model Context Protocol server, enabling full CRUD operations and integration with MCP clients.

Neuro icon

Neuro

Standardizes interactions between AI agents and backend systems through microservices.

Testing QA icon

Testing QA

Provides comprehensive guides and tools for software testing and quality assurance, helping developers and QA engineers enhance software quality.

Images icon

Images

Facilitates AI-powered image generation through a Model Context Protocol server, integrating Stability AI and Black Forest Labs APIs.

Mockuuups icon

Mockuuups

Generate professional device mockups directly from AI chat interfaces and automation tools.

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