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Lets coding agents drive a real Chrome: automate input, read console and network, record performance traces.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Google's official MCP server with prebuilt BigQuery tools, querying datasets via Application Default Credentials.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Connect AI assistants to the Unity Editor to manipulate scenes, GameObjects, assets, and run tests via MCP.
Official Apify MCP server — search and scrape the web via thousands of ready-made Actors; local or remote.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
Manage Google Calendar events across multiple accounts with natural-language scheduling.
Gmail MCP with auto OAuth: send, search, label and manage email
Run Facebook & Instagram (Meta) Ads end to end from your AI client — launch campaigns, upload creatives, edit budgets, analyze performance.
Your AI assistant's gateway to Google Sheets — read, write, format, and chart spreadsheets via MCP.
Google's gcloud-mcp Storage server for managing GCS buckets and objects via natural language.
Deploy apps and folders to Google Cloud Run directly from MCP-compatible AI agents.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Make your meetings accessible to AI agents — let them join, talk, and act in Zoom, Meet & Teams calls in real time.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Free web search via Google results scraping — no API keys required.
Ingest, search, and RAG over data from Slack, Discord, Google Drive, GitHub, Jira, Linear and more via Graphlit.
MCP server paired with a Firefox extension for tab management, history search, and reading webpage content.
List, read, and search Google Drive files plus read and write Google Sheets cells.
A debuggable automation engine for AI agents — trace every step, replay from any point, 467 modules as MCP tools.
Let AI assistants work directly with Firebase Firestore, Storage, and Authentication.
Run kubectl, helm, istioctl, and argocd against your clusters from Claude in a secure Docker sandbox.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Manage Google Tasks from your AI assistant — list, search, create, update, and delete tasks.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Connect Claude to Jupyter Notebook 6.x to insert, execute, edit and manage cells via MCP.
Inspect BigQuery schemas and run SQL queries from your LLM client.
High-performance Go MCP server that lets AI assistants run SQL queries and explore data across a Trino cluster.
Expose actions from your connected Membrane integrations to AI agents as MCP tools.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
Access S3, Azure Blob, Google Cloud Storage and many more storage services through one unified MCP interface.
Multi-model AI orchestration MCP server for automated code review, chat, compare, and debate in Claude Code.
Manage Kafka Schema Registry from Claude — register, evolve, compare, migrate, and export Avro schemas in plain language.
Give your AI assistant its own AI assistants — outsource text and image generation to 20+ model providers.
Data scraping, document conversion, AI agents, and code execution via the Dumpling AI API.
Comprehensive Gemini API integration for MCP hosts with intelligent model selection and file handling.
Secrets management for AI agents via MCP — agents call your APIs without ever seeing the keys.