napi - Better Software Architecture for the AI Age
napi is a fully offline CLI that analyzes your codebase's architecture—dependencies, complexity, and structure—then lets you visualize and refactor it, all…
Directory
Search MCP Servers
Ledger CLI
Integrates with Ledger CLI to enable natural language queries for financial data analysis, report generation, and budget tracking through nine structured tools…
Claude Code MCP Server
An MCP server that allows AI tools to interact with Claude Code programmatically with session continuity and async execution support.
CLI Executor
Provides a tool for executing local CLI commands asynchronously using FastMCP and asyncio, handling command arguments securely and offering error handling for…
Gemini CLI
Integrates with the unofficial Google Gemini CLI, allowing file access within configured directories.
MCP Gemini CLI
An MCP server for Google's Gemini CLI, allowing AI assistants to leverage Gemini's capabilities.
Gemini CLI RAG MCP
A RAG-based Q&A server using a vector store built from Gemini CLI documentation.
GitHub PR Helper
Integrates with GitHub repositories through the GitHub CLI to enable pull request creation and line-specific PR comments, streamlining code review workflows…
py-poetry
# py-poetry A template that has python configured for vs code with poetry. ## Running the Agent To run the agent, use the following command: ```sh python…
Mcp client example
This is a sample CLI chat application for an AI assistant using the Anthropic API in conjunction with an MCP client and MCP server.
Stable Baseline
Stable Baseline MCP server — end-to-end agent-managed company brain. 163 tools, OAuth 2.1 + Bearer API key, remote Streamable HTTP.
Nworks
NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.
mcp_server_generator
Automatically generates a full MCP server codebase (Node/Python/Java) using the validated schema, outputting modular files for CLI-based execution or Claude…
MCP GraphQL
# MCP GraphQL [](https://smithery.ai/server/@setyolegowo/mcp-server-graphql) ##…
ClawSearch
Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search…
llm-cli-gateway
Unified MCP server providing access to Claude Code, Codex, and Gemini CLIs through a single gateway. Features multi-LLM orchestration, persistent session…
Model Context Protocol Resources & Guides
Exploring the Model Context Protocol (MCP) through practical guides, clients, and servers I've built while learning about this new protocol.
Le Chat Ai Mcp Server
# Le Chat AI MCP Server > Le Chat AI: Independent guide to Mistral's Le Chat [
🌐 MCP-Server-101
This project 🌐 is a robust implementation of the Model Context Protocol (MCP), designed to facilitate seamless integration and interaction with various…
IntraIntel.ai - Multi-LLM Agent Coding Challenge
# IntraIntel.ai - Multi-LLM Agent Coding Challenge This project implements a Multi-LLM Agent system in Python designed to answer medical questions. It…
Azure AI Agent Service + Azure AI Search MCP Server
# Azure AI Agent Service + Azure AI Search MCP Server A Model Context Protocol (MCP) server that enables Claude Desktop to search your content using Azure AI…
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.
Model Context Protocol (MCP)
Model Context Protocol (MCP) is a client-server protocol that enables communication between large language models (LLMs) and external tools or data sources. It…
ollama-MCP-server
# ollama-MCP-server Ollamaと通信するModel Context Protocol (MCP) サーバー ## 概要 このMCPサーバーは、ローカルのOllama LLMインスタンスとMCP互換アプリケーションの間でシームレスな統合を可能にし、高度なタスク分解、評価、ワークフロー管理を提供します…