Bridges IoT devices with AI via MCP and MQTT, enabling natural-language control and dynamic parameter tuning.

基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用

Local, AI-powered architecture graph and spec generator that auto-discovers services, enforces design patterns, and exports actionable tasks.

Lightweight declarative framework enabling resource, template, and tool definitions with a Sinatra-like DSL, emphasizing simplicity and extensibility.

One MCP Server, All Your Apps, Privacy First

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.

A unified proxy aggregating multiple data sources, centralizing tool discovery, RAG-based document exchange, persistent memory, and an integrated testing playground.

AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch

多平台 文生图/图生图 等能力接入MCP

A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...

Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.

AI-enabled gateway to Confluence Cloud with generic endpoints and token-efficient outputs

Privacy-first, self-hosted MCP server offering AI summaries and full-text search with local storage and strong data control.

MCP server for Thales CipherTrust Manager integration, enabling secure key management and cryptographic operations.

Industry-specific property-management AI with daily digests, targeted knowledge search, RAG-backed knowledge, and token-based access.

Monte carlo permutation tests

Go protobuf compiler extension to turn any gRPC service into an MCP server

mcp sap docs

AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to ask security questions in plain English. Faster threat detection, incident triage, and compliance checks with real-time monitoring and anomaly spotting. Production-ready MCP server for conversational SOC workflows.

Local-first persistent memory for AI agents using mathematical retrieval to enable zero-cloud operation and offline, multi-channel search.

Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface.

Android-focused automation toolkit enabling automated UI testing, test authoring, and multi-device workflow management.