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android-automation

Provides direct automation and control of Android devices through uiautomator2, enabling clicking, swiping, typing, and UI element inspection for mobile app testing and automation workflows.

a-bonus-google-docs

Provides a bridge between Google Docs and AI tools for reading document content, appending text, and applying formatting to specific text within documents.

xiaowu0162-longmemeval

Benchmarking Chat Assistants on Long-Term Interactive Memory (ICLR 2025)

Contributed by Sentinel

jacksteamdev-obsidian-tools

Integrates AI-powered tools with Obsidian for enhanced note-taking, linking, and knowledge management workflows.

gemini-skill

MCP server to control Gemini web interface via CDP for AI image generation, chat, and image extraction.

line-bot-mcp-server

MCP server that integrates the LINE Messaging API to enable AI agents to send messages and manage LINE Official Accounts.

ref

Integrates with Ref.tools documentation search service to provide curated technical documentation access, web search fallback, and URL-to-markdown conversion for efficient developer reference during coding workflows.

zcaceres-fetch

Fetches and transforms web content into various formats.

cobrowser-browser-use

Provides an async browser automation server using OpenAI's GPT-4o model, enabling remote web navigation, content extraction, and task execution with configurable browser contexts.

lvcidpsyche-auto-browser

Open-source MCP-native browser agent with human takeover via noVNC, reusable auth profiles, and approval/audit rails. Playwright + FastAPI, Docker-based isolated sessions, stdio bridge for Claude Desktop and Cursor.

aymericzip-intlayer

A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.

shaneholloman-knowledge-graph

Enables persistent memory and structured knowledge management for enhanced personalization and context retention in natural language interactions through a local graph database.

harshkedia177-axon

Builds knowledge graphs from source code repositories with multi-language parsing, hybrid search, community detection, and interactive visualization.

canner-wren-engine

The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents

docling-mcp

Provides tools for document conversion, processing, and generation, enabling PDF to structured JSON conversion, document creation, and caching for improved performance.

anarkh-lee-universal-database

Provides unified database connectivity across PostgreSQL, MySQL, Oracle, Redis, and 13 additional databases with standardized operations for structured queries and key-value storage.

opentabs-dev-opentabs

Plugin-based MCP server + Chrome extension that gives AI agents access to web applications through the user's authenticated browser session. 100+ plugins with a plugin SDK for building new ones.

snaggle-ai-openapi-mcp-server

Convert OpenAPI specs into usable MCP endpoints.

lark-feishu

Integrates with Feishu/Lark's collaboration suite, enabling AI assistants to interact with productivity tools through the official Node.js SDK.

cyfrin-aderyn

Provides intelligent Solidity smart contract analysis through the Aderyn static analyzer, scanning codebases to identify security vulnerabilities, code quality issues, and potential exploits across multiple severity levels with support for Foundry and Hardhat projects.

alioshr-memory-bank

Transforms file-based memory banks into a centralized, remotely accessible service for multi-project management with consistent structure and validation.

qy527145-acemcp

Indexes codebases with automatic incremental updates and provides semantic search to find relevant code snippets with file paths and line numbers.

alexander-zuev-supabase

Integrates with Supabase to enable natural language-driven database schema exploration, management, and read-only SQL query execution.

cohnen-google-ads

Integrates with Google Ads API to enable direct access and management of advertising campaigns, performance analysis, and optimization within conversations.