Discover Awesome MCP Servers

Activity Reporting MCP Server

Enables Google Developer Experts to report various activities (content creation, speaking engagements, workshops, mentoring) through AI conversational interfaces by connecting Advocu API with Model Context Protocol.

OpenAPI Lambda MCP Server

Enables MCP clients to interact with any OpenAPI-defined REST API through a serverless AWS Lambda deployment. Supports multiple authentication methods and provides cost-effective, scalable access to third-party APIs through natural language.

OpManager MCP Server

Enables AI assistants to interact with ManageEngine OpManager for network monitoring and IT operations management. Provides credential-less access to 85+ API endpoints for managing devices, alarms, discovery, dashboards, and reports through natural language.

Kafka MCP Server

Enables AI agents to interact with Apache Kafka through natural language, supporting operations like producing/consuming messages, managing topics, and querying brokers, partitions, and consumer group offsets.

Dad Jokes MCP Server

Provides dad jokes in multiple styles and topics through prompts and tools, including joke generation, rating, category browsing, and statistics to add humor to development workflows.

Express MCP Handler

A utility that integrates Model Context Protocol (MCP) into Express applications, offering both stateful session management and stateless request handling options.

YouTube MCP

Enables searching for songs on YouTube and automatically playing them in a web browser using the official YouTube Data API v3. It supports cross-platform execution on Windows, macOS, and Linux with built-in input validation.

MCP TTS Server

Pembungkus server MCP untuk mesin TTS (Kokoro TTS dan OpenAI TTS)

Airtable MCP Pro

Enables comprehensive interaction with Airtable databases through MCP for ChatGPT Business/Projects. Supports full CRUD operations, querying, searching, and database management with pagination, filtering, and per-user authentication.

Sport5 Fantasy League MCP Server

Enables full automation of Sport5 Fantasy League management including team analysis, player searches, automatic transfers, captain selection, and optimization recommendations. Supports Hebrew interface and provides comprehensive fantasy football team management through natural language commands.

Vidu MCP

Provides access to Vidu's video generation models for creating high-quality videos from text, images, and reference content. It enables users to generate creative video content directly within MCP-compatible applications like Claude and Cursor.

MikroTik MCP

A bridge between AI assistants and MikroTik RouterOS devices, allowing natural language interaction to manage network configurations including VLANs, firewalls, DNS settings, and more.

Model Context Protocol

Here are some resources to understand Measurement Computing Protocol (MCP) and interact with an MCP server: **Understanding MCP (Measurement Computing Protocol):** * **Measurement Computing's Documentation:** This is the most authoritative source. Look for documentation specific to the devices and software you are using. Search for "Measurement Computing MCP Protocol" on their website. They often have example code and detailed explanations. Key things to look for: * **MCP Command Reference:** This will list all the commands you can send to the MCP server and the expected responses. * **Data Formats:** How the data is encoded (e.g., binary, ASCII, floating-point, integer). * **Error Codes:** What error codes the server might return and what they mean. * **Connection Details:** How to establish a connection (e.g., TCP/IP port number). * **MCP Protocol Specification (if available):** Some manufacturers provide a formal specification of the protocol. This is the most detailed and technical document. * **Example Code (from Measurement Computing or others):** Look for example code in languages like Python, C#, C++, or LabVIEW. This can be a great starting point. Measurement Computing often provides examples with their hardware. * **Online Forums and Communities:** Search for forums related to Measurement Computing or data acquisition. You might find discussions about MCP and solutions to common problems. **Interacting with an MCP Server:** 1. **Choose a Programming Language:** Select a language you are comfortable with and that has good networking libraries (e.g., Python, C#, C++, Java). 2. **Networking Library:** Use the appropriate networking library for your chosen language to establish a TCP/IP connection to the MCP server. Examples: * **Python:** `socket` library * **C#:** `System.Net.Sockets` namespace * **C++:** `winsock2.h` (Windows), `sys/socket.h` (Linux/macOS) * **Java:** `java.net.Socket` 3. **Connection:** Establish a connection to the MCP server using its IP address and port number (usually documented by Measurement Computing). 4. **Command Construction:** Construct MCP commands according to the protocol specification. This usually involves creating a string or byte array containing the command code and any necessary parameters. 5. **Sending Commands:** Send the command to the MCP server using the socket connection. 6. **Receiving Responses:** Receive the response from the MCP server. 7. **Response Parsing:** Parse the response according to the protocol specification. This involves extracting the data, status codes, and any other relevant information. 8. **Error Handling:** Implement error handling to deal with connection problems, invalid commands, and other potential issues. **Example (Conceptual Python):** ```python import socket # MCP Server details HOST = '192.168.1.100' # Replace with the MCP server's IP address PORT = 12345 # Replace with the MCP server's port number try: # Create a socket s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) # Connect to the server s.connect((HOST, PORT)) print(f"Connected to {HOST}:{PORT}") # MCP Command (Example: Request a single analog reading) command = b"READ_ANALOG_CHANNEL 0\r\n" # Replace with a valid MCP command # Send the command s.sendall(command) # Receive the response response = s.recv(1024) # Adjust buffer size as needed print(f"Received: {response.decode()}") # Parse the response (This will depend on the MCP protocol) # ... (Implement parsing logic here) ... except socket.error as e: print(f"Socket error: {e}") finally: # Close the connection if s: s.close() print("Connection closed") ``` **Important Considerations:** * **Specific Device:** The exact MCP commands and data formats will vary depending on the specific Measurement Computing device you are using. Consult the device's documentation. * **Endianness:** Be aware of the endianness (byte order) used by the MCP server. You may need to convert data between network byte order and host byte order. * **Termination Characters:** MCP commands often end with a specific termination character (e.g., carriage return `\r`, newline `\n`, or both `\r\n`). Make sure to include the correct termination character in your commands. * **Security:** If you are connecting to an MCP server over a network, consider security implications. Use appropriate authentication and encryption if necessary. **In summary, the key to success is to thoroughly read the documentation for your specific Measurement Computing device and the MCP protocol it uses. Start with simple commands and gradually build up your application.**

Context Continuation MCP Server

Provides intelligent context management for AI development sessions, allowing users to track token usage, manage conversation context, and seamlessly restore context when reaching token limits.

Custom MCP Servers

Koleksi server MCP kustom yang telah saya buat 🧠⚡️.

GEP MCP Motor

Enables entropy-guided motor control for autonomous tool execution in MCP systems, using behavioral entropy dynamics to adaptively gate, throttle, and regulate tool invocations rather than static policies.

SearXNG MCP Server

Provides privacy-focused web search capabilities through SearXNG metasearch engine, enabling web, image, video, and news searches without tracking. Includes comprehensive research tools that aggregate and analyze results from multiple search engines.

Anki MCP Server with ElevenLabs Support

Enables comprehensive management of Anki decks and notes through the Model Context Protocol, including bulk operations and note type customization. It features integrated high-quality audio generation for flashcards using ElevenLabs and Google Cloud Text-to-Speech APIs.

Zohairs-server

Test

Math Operations MCP Server

Enables mathematical operations and calculations through an MCP server interface. Provides computational capabilities accessible via HTTP endpoints for mathematical processing tasks.

WHOOP MCP Server for Poke

Connects WHOOP fitness data to Poke AI assistant, enabling natural language queries for recovery scores, sleep analysis, strain tracking, and healthspan metrics.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

mcp-security-sandbox

MCP Security Playground - Hack with MCP Servers, MCP Clients. Try out different vulnerabilities and abuse LLMs and agents in a UI friendly experimentation lab

Pi-hole MCP Server

Enables control of Pi-hole v6 ad blocking, allowing users to toggle DNS blocking status and retrieve real-time statistics like query counts and blocked domains. It provides a structured interface for monitoring and managing network-level ad filtering through the Pi-hole REST API.

SourceSync.ai MCP Server

Allows AI models to interact with SourceSync.ai's knowledge management platform to organize, ingest, retrieve, and search content in knowledge bases.

Letta MCP Server Railway Edition

Enables AI clients to interact with Letta.ai's stateful agents via cloud deployment on Railway. Provides 20+ tools for agent management, conversations, memory operations, and tool configuration through a streamable HTTP transport optimized for production use.

After Effects Motion Control Panel

A robust system that connects web UI to After Effects, enabling real-time command processing and monitoring with comprehensive error handling.

MCP Server for FTP Access

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Xiaohongshu (RedBook) MCP Server

Enables generation of Xiaohongshu (Little Red Book) social media content including intelligent outlines, AI-generated images, and multi-page posts through natural language commands.