Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and AI coding assistants. Transform scattered MCP server chaos into governed, auditable tool access with Keycloak/Entra integration.

Server that provides local document management and semantic search capabilities. Upload documents, search them with AI embeddings, and integrate seamlessly with MCP clients like Claude Desktop and vs code.

mcp-server)** (Java)

VocoType 是一款运行在本地端侧的隐私安全语音输入工具，通过快捷键即可将语音实时转换为文字并自动输入到当前应用。支持语音转文字MCP、AI 优化文本、自定义替换词典、录音视频转文字等功能，让语音输入更高效、更安全。

Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.

Enterprise-grade data preprocessing platform enabling multi-modal parsing with GPU-accelerated workflows and modular engines.

Accurate weather forecasts via the AccuWeather API (free tier available).

connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more.

Exposes Cycode's scanning capabilities to AI systems via Model Context Protocol with multi-transport support.

Complete tutorial materials for building MCP servers with Docker - from NetworkChuck's video

Line-oriented editing with token-efficient partial access, hash-validated concurrency, and multi-file patching for fast, safe text automation.

gcloud MCP server

Google Search Console Insights with Claude AI for SEOs

Free Google-based web search with structured results, no API keys required, configurable results per query.

通用数据库 MCP 连接器：支持 MySQL、PostgreSQL、Oracle、MongoDB 等 17 种数据库，支持 Claude Desktop、Cursor、Windsurf、VS Code、ChatGPT 等 50+ 平台，用自然语言查询和分析数据

A production-ready runtime framework for agent apps with secure tool sandboxing, Agent-as-a-Service APIs, scalable deployment, full-stack observability, and broad framework compatibility.

Composable, memoryful AI agent framework with native MCP integration and TypeScript-first design for scalable, tool-accessible agents.

A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data.

Modular Entra ID integration with centralized Graph client, enabling granular user, group, app, MFA, and sign-in insights.

swagger-server)** (by zaizaizhao) - This MCP server transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with REST APIs through standardized protocol

Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the Heurist Mesh network.

Agent samples built using the Strands Agents SDK.

LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution

A parallel Google search MCP that runs multiple keywords in one browser, auto CAPTCHA handling, and returns structured JSON results.