Building a Watsonx.ai Chatbot Server with MCP in Python
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
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Weather Java SSE Transport MCP Service
Java Model Context Protocol SSE HTTP Server with Jetty
BinAssist-MCP
Binary Ninja plugin to provide MCP functionality.
Openai Sora2 Mcp
MCP API is a Sora2 video watermark removal service based on Model Context Protocol (MCP), enabling seamless integration of Sora2 video watermark removal…
Financial Modeling Prep MCP (Model Context Protocol)
A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to access and analyze financial data, stock information…
Mcpclient
Client to demonstrate the test of an MCP server with OpenAI LLM
Oathe Mcp
MCP server for https://oathe.ai security audits. Runtime behavioral analysis and security scanner for AI systems. Check trust scores before installing MCP…
Hyperact's BBC News MCP Server Demo
An example MCP Server utilising FastMCP and feedparser to inject BBC articles into Claude Desktop
Memorious MCP
Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.
Perplexity MCP Server
The Perplexity MCP Server is a Node.js implementation of Anthropic's Model Context Protocol (MCP) that enables Claude to interact with Perplexity's language…
Standardizing LLM Interaction with MCP Servers
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
MCP Server for GitHub Tools
Model Context Protocol (MCP) server that provides GitHub API tools for user information, security issue creation, and repository security scanning. Built with…
OpenAI WebSearch
Enables AI assistants to search the web in real-time through OpenAI's websearch functionality, retrieving up-to-date information beyond training data cutoffs…
SystemPrompt MCP Server
This TypeScript-based server implements a simple notes system, allowing users to create and manage text notes and generate summaries, showcasing core MCP…
Objective: create an MCP server which allows an agent to swap on SaucerSwap
# Objective: create an MCP server which allows an agent to swap on SaucerSwap 1. set up mcp server 2. vibe code the saucerswap SC integration 3. hooking with…
Gemini MCP Server
MCP (Model Control Protocol) server integrating with Google's Gemini API
🔌 Itential - MCP Server
An MCP server that connects LLMs to the Itential Platform, enabling AI assistants to manage network automations, orchestrate workflows, monitor platform…
Gemini Function Calling + Model Context Protocol(MCP) Flight Search
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's…
MCP AI Agent with Google ADK, Google Maps, and Opik
AI Agent built with Google ADK that leverages Google Maps MCP Server to answer real-world location questions with tool usage and traceable execution via Opik.
Gemini Context MCP Server
An MCP server that leverages Gemini’s capabilities for context management and caching. It maximizes Gemini’s 2M token context window while providing tools for…
Webbersites X402 Mcp
# webbersites-x402-mcp 31 pay-per-call tools for AI agents, paid in USDC on Base via the [x402 protocol](https://www.x402.org). No API keys, no accounts, no…
Image Reader MCP Server
An MCP (Model Context Protocol) server (using FastMCP) to provide tools for listing local image files and reading their content. Designed for LLM agent…
Qwen Mcp Server
# Qwen MCP Server > Qwen AI Chat Guide for Qwen3.6-Plus, Flash, and 1M Context [](./LICENSE)…
Claude Notification Server
MCP server for macOS notifications and sounds when Claude Desktop tasks complete.