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Code Scanner Server

Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering…

Minima

Search and retrieve context from local files for RAG.

Code Sandbox

Provides secure, isolated Python code execution environments with modular architecture for running untrusted code, testing solutions, generating…

Gemini 2.5 Pro

Enables Claude Desktop to interact with Google's Gemini 2.5 Pro model through a TypeScript server with Google Search integration for grounded responses and…

Solr Vector Search

Bridges Apache Solr search indexes with vector embeddings for hybrid keyword and semantic document retrieval, enabling contextual searches against structured…

Qdrant Docs Rag

Retrieve and process documentation using vector search to provide context for AI assistants.

Ledger CLI

Integrates with Ledger CLI to enable natural language queries for financial data analysis, report generation, and budget tracking through nine structured tools…

MCP Expert Server

A Model Context Protocol server utilizing Claude AI for generating intelligent queries and offering documentation assistance based on API documentation…

Code2Flow

Generates visual code flow diagrams from source code to help understand program structure, execution paths, and architectural relationships without manual…

Confluence Chat

Lightweight Confluence content expansion server that generates enhanced page content through a JSON-RPC interface, simplifying documentation workflows with…

LlamaIndex Documentation

Provides a RAG-powered query interface to LlamaIndex documentation, delivering detailed responses with code examples using LlamaCloud's managed index service

MCP File System Server

# MCP File System Server A simple Model Context Protocol (MCP) server providing file system operations. This server offers a clean API for performing file…

Apillon MCP Server

# Apillon MCP Server Welcome to the Apillon MCP Server repository. This project implements a server using the Model Context Protocol (MCP) to provide modules…

Ziplark

Free, fast, cross-platform archiver — extracts ZIP/RAR/7z/tar, creates ZIP/7z/tar. Desktop app + CLI + MCP.

Vnsh

<p align="center"> <img src="https://vnsh.dev/logo.svg" alt="vnsh logo" width="120" /> </p> <h1 align="center">vnsh</h1> <p align="center"> <strong>The…

OSS MCP Server

Provides a bridge between AI systems and Ali OSS cloud storage, enabling file upload, download, listing, and management operations through a RESTful API.

Qiniu MCP Server

# Qiniu MCP Server ## 概述 基于七牛云产品构建的 Model Context Protocol (MCP) Server,支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储、智能多媒体,直播服务等。 能力集: - 存储 - 获取 Bucket 列表 - 获取…

ZIP MCP Server

Enables direct file compression and decompression operations using ZIP format through fastMCP and zip.js utilities for efficient file handling within…

File Operations MCP Server

A Model Context Protocol (MCP) server that provides enhanced file operation capabilities with streaming, patching, and change tracking support. It integrates…

dbx-mcp-server

Integrates with Dropbox's API to enable secure file operations including uploading, downloading, listing, searching, and deleting with recycle bin support…