MCP Servers

🐍 ☁️ - Query and analyze Prometheus, open-source monitoring system.

](https://glama.ai/mcp/servers/@duriantaco/mcp-skylos) 🐍 🏠 🍎 🪟 🐧 - Dead code detection, security scanning, and code quality analysis for Python, TypeScript, and Go. 98% recall with fewer false p

🐍 🏠 - Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and l

🐍 🏠 ☁️ - Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session context management.

🐍 🏠 - APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.

](https://glama.ai/mcp/servers/LvcidPsyche/auto-browser) 🐍 🏠 🐧 🍎 🪟 - Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwrig

🐍 🏠 - Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.

🐍 ☁️ 🏠 🍎 🪟 🐧 - Intelligent search capabilities to let every model and client use like native.

☁️ 📇 – Official Kagi Search MCP Server

🐍 ☁️ - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)

🐍 🏠 🍎 🪟 🐧 - A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates with your favorite MCP client. It enables you to automate the process of performing binary analysis and reve

🐍 🏠 🪟 - Fast Windows file search using Everything SDK

) 🐍 ☁️ - An MCP server that provides access to financial market data APIs for stocks, indices, forex, options, and more.

🐍 ☁️ - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.

🐍 🏠 🐧 🍎 🪟 - ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.

🐍 🏠 - Read and analyze GitHub repositories with your LLM

🐍 🏠 - An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.

🐍 🏠 - Share code context with LLMs via MCP or clipboard

🐍 ☁️ - Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view que

🏠 🍎 🚀 - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone

](https://glama.ai/mcp/servers/chernistry/bernstein) 🐍 🏠 ☁️ 🍎 🪟 🐧 - Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot

🐍 🏠 - MCP Server implementation that provides Elasticsearch interaction

🐍 ☁️/🏠 - Connect AI assistants to Odoo ERP systems for business data access, record management, and workflow automation.

](https://glama.ai/mcp/servers/@flytohub/flyto-core) 🐍 🏠 - Deterministic execution engine for AI agents with 412 modules across 78 categories (browser, file, Docker, data, crypto, scheduling). Featu

🐍 🏠 - A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.

🐍 🏠 - Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for

🐍 🏠 🪟 - Enable AI LLMs to execute trades using MetaTrader 5 platform

XiYan MCP Server enables natural-language queries to databases, powered by XiYan-SQL, a text-to-SQL model. Its get_data tool converts a natural-language question into SQL with the built-in model, calls the database, and returns the query results.

🐍 ☁️ - Interact with Twitter search and timeline

🐍 🏠 ☁️ - MCP Server for Milvus / Zilliz, making it possible to interact with your database.

MCP server that converts Markdown content into interactive mindmaps, rendered as HTML using the Markmap library. It runs via pip, uvx, or Docker, and turns the Markdown heading hierarchy into the mindmap structure.

MCP server for searching Unsplash images. It searches the Unsplash photo library with filters for keyword relevance, color schemes, and orientation, plus custom sorting and pagination, and requires an Unsplash API access key.

MCP server for conducting deep research on complex topics through a structured workflow. It elaborates and clarifies the research question, generates focused subquestions, searches the web for each subquestion, analyzes and synthesizes the sources with citations, and generates a structured research report; it is driven from a deep-research prompt template in an MCP client such as Claude Desktop.

🐍 - A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment

🐍 ☁️ - Integrates with Notion's API to manage personal todo lists

🐍 ☁️ 🐧 🪟 🍎 - Zabbix integration for hosts, items, triggers, templates, problems, data and more.

🐍 🏠 - All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty huntin

🐍 ☁️ MCP for LLM to search and read papers from arXiv

🐍 🏠 - A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.

🐍 🏠 - An OpenStreetMap MCP server with location-based services and geospatial data.

🐍 - An MCP python server using Playwright for browser automation,more suitable for llm

🐍 ☁️ - MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.

🐍 🏠 - MCP server for ComfyUI that lets AI agents view, edit, and run node-based image generation workflows with an embedded terminal.

🐍 ☁️ - A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with mult

🐍 ☁️ - Snowflake integration implementing read and (optional) write operations as well as insight tracking

🐍 🏠 🍎 🪟 🐧 - An MCP server that provides access to exported data from Apple Health. Data analytics included.

🐍 🏠 - DuckDB database integration with schema inspection and query capabilities

A secure shell command execution server implementing the Model Context Protocol (MCP)

🐍 🏠 - Command line interface with secure execution and customizable security policies

](https://glama.ai/mcp/servers/can4hou6joeng4/boss-agent-cli) 🐍 🏠 🍎 🪟 🐧 - BOSS Zhipin recruitment workflow for AI agents. 49 MCP tools for job search, welfare filtering, recruiter messaging, pipe

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

](https://glama.ai/mcp/servers/@alibaizhanov/mengram) 🐍 ☁️ 🏠 🍎 🪟 🐧 - Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save, auto-recal

📇 ☁️ - A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.

🐍 🏠 - MCP server that connects to using official client.

🐍 🏠 - MCP server using the Aseprite API to create pixel art

🐍 ☁️ - Integrates with Facebook Pages to enable direct management of posts, comments, and engagement metrics through the Graph API for streamlined social media management.

🐍 ☁️ - Connect any Open Data to any LLM with Model Context Protocol.

](https://glama.ai/mcp/servers/@Kapeli/dash-mcp-server) 🐍 🏠 🍎 - MCP server for , the macOS API documentation browser. Instant search over 200+ documentation sets.

🐍 🏠 - A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-comp

🐍 🏠 - Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON r