Wazuh MCP Server
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident…
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Snak
Toolkit for creating blockchain agents that interact with the Starknet network, enabling wallet management, DeFi operations, and smart contract interactions…
Hatchling
The CLI-based chat interface optimized for the Hatch! packages (i.e. MCP server packages).
ForkMind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any…
ollama-handoff
Offload cheap work from your AI agent to a local Ollama model — summaries, drafts, extractions, first-pass reviews — at zero cloud cost.
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
mcpx-py
Python client library for https://mcp.run - call portable & secure tools for your AI Agents and Apps
Audrey
Persistent memory and continuity engine for Claude Code and AI agents.
Nft Log Analyser
AI-powered log analysis MCP server. Scans 500MB+ log files locally, analyses errors with Ollama + CrewAI agents, and automatically files structured GitHub…
PydanticAI MCP Experiment
Minimalist examples to provide your own MCP servers to your local llm models.
Ollama Cloud Web Search Nodejs
A Node.js MCP server exposing Ollama's web search and web fetch APIs as MCP tools. TypeScript, stdio transport, npm-publishable.
CLI Command Explainer
Know what every shell command does before you approve it.
MCP Ollama Agent
A TypeScript agent that integrates MCP servers with Ollama, allowing AI models to use various tools through a unified interface.
mcp-server-ollama-bridge
Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.
1Panel
🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your…
Spring AI integration with MCP (Model Context Protocol)
Spring AI MCP extends the MCP Java SDK with Spring Boot integration, providing both client and server starters. It enables AI models to interact with external…
🧠 Model Context Protocol (MCP)
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Perseus
# Perseus™ 🪞 — One command. Zero orientation. [](https://smithery.ai/servers/Perseus-C…
Gemma Ai Mcp Server
# Gemma AI MCP Server > Gemma AI - Free Google Gemma Chat with Advanced AI Models [](./LICEN…
Crawl4ai Rag
<h1 align="center">Crawl4AI RAG MCP Server</h1> <p align="center"> <em>Web Crawling and RAG Capabilities for AI Agents and AI Coding Assistants</em> </p> A…
Census-MCP-Server
# Census-MCP-Server > **Disclaimer: This is an independent project and is not officially affiliated with or endorsed by the U.S. Census Bureau. All data is…
Spring AI Example
This project demonstrates implementation patterns and best practices for using Spring AI tools, integrating with the Model Context Protocol (MCP) through a…
AI Image Generation Server with MCP Interface
This project provides an HTTP server for image generation using Stable Diffusion, along with a Model Context Protocol (MCP) server that enables AI agents to…