Retrieves and analyzes error reports, stacktraces, and debugging information from Sentry.io, enabling AI assistants to inspect and understand application issues.

Provides Git repository interaction and automation tools for reading, searching, and manipulating Git repositories through commands like status, diff, commit, branch management, and more.

Retrieves information from AWS Knowledge Base using Bedrock Agent Runtime, supporting RAG-based queries with customizable result counts.

Enables searching, listing, and reading files from Google Drive, with automatic export of Google Workspace files to common formats like Markdown, CSV, and PNG.

Provides access to Redis key-value stores, enabling operations like setting, getting, deleting, and listing keys with optional expiration time support.

Provides time and timezone conversion capabilities using IANA timezone names, with automatic system timezone detection and support for current time queries.

Provides browser automation capabilities using Puppeteer, enabling web page interaction, screenshots, and JavaScript execution in a real browser environment.

A structured problem-solving tool that enables step-by-step analysis, thought revision, and branching logic for complex reasoning tasks.

Provides database interaction and business intelligence capabilities through SQLite, enabling SQL queries, data analysis, and automated business insight generation.

Provides comprehensive access to Google Maps services including geocoding, place search, directions, distance calculations, and elevation data through the Google Maps API.

Enables AI assistants to interact with Slack workspaces, providing tools for messaging, channel management, reactions, user profiles, and thread management.

Enables comprehensive GitLab project management including file operations, issue tracking, merge requests, and repository management through the GitLab API.

Provides read-only access to PostgreSQL databases, allowing LLMs to inspect database schemas and execute read-only queries within protected transactions.

A persistent memory system using a local knowledge graph that enables AI assistants to remember information about users across conversations through entities, relations, and observations.

Comprehensive GitHub API integration enabling repository management, file operations, issue tracking, pull request handling, and advanced search functionality across code, issues, and users.

Integrates Brave Search API to provide comprehensive web and local search capabilities with smart filtering, pagination, and automatic fallbacks.

Provides comprehensive filesystem operations including reading, writing, moving files, directory management, and advanced file editing with pattern matching and formatting capabilities.

Enables AI assistants to control Blender for 3D modeling, scene creation, and asset management through socket-based communication, with support for Poly Haven assets and Hyper3D Rodin models.

Provides AI assistants with access to Figma design data, enabling accurate code generation from design files by fetching and simplifying Figma API responses for optimal context.

A browser monitoring and interaction toolkit that enables AI tools to capture screenshots, analyze console logs, track network activity, perform audits, and interact with DOM elements via Chrome extension.

Enables searching personal WhatsApp messages, managing contacts, and sending messages to individuals or groups through WhatsApp Web's multidevice API with local message storage.

Browser automation server that enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment using Playwright.

Advanced web scraping and crawling server with JavaScript rendering, batch processing, smart content filtering, and structured data extraction capabilities.

Manages and coordinates MCP servers, providing automated installation, configuration management, and orchestration of AWS Labs servers with centralized logging and environment control.

Analyzes AWS service costs and generates cost reports with natural language querying capabilities and visualization tools for cost optimization.

Access and search AWS documentation, fetch pages in markdown format, and get content recommendations for AWS documentation pages.

Provides guidance on AWS CDK best practices, infrastructure patterns, and security compliance through CDK Nag integration and AWS Solutions Constructs.

Enables natural language querying of Amazon Bedrock Knowledge Bases with features for discovery, filtering, and result reranking.

Generates AI images using Amazon Nova Canvas, supporting text prompts and color palettes with customizable dimensions, quality options, and multi-image generation.

Enables bidirectional communication between Unity and LLMs, allowing programmatic control of Unity Editor features including asset management, scene control, and editor automation.

Comprehensive suite of macOS native tools enabling AI assistants to interact with Messages, Notes, Contacts, Email, Reminders, Calendar, Maps, and web search functionality.

Enables bi-directional integration with Model Context Protocol, allowing applications to both consume MCP tools/prompts as a client and expose Genkit tools/prompts as an MCP server.

Manages Cloudflare resources including Workers, KV stores, R2 storage, D1 databases, and analytics through natural language interactions.

Converts various file types and web content (PDFs, images, audio, Office documents, web pages) into standardized Markdown format for easy reading and sharing.

Controls Ableton Live through socket-based communication, enabling AI-assisted music production with features like track creation, MIDI manipulation, instrument selection, and session control.

Create modern UI components instantly through natural language descriptions, with IDE integrations and access to a vast library of pre-built, customizable components.

Enables AI assistants to interact with Supabase projects, providing tools for database management, project configuration, migrations, and TypeScript type generation.

Provides AI-powered web automation capabilities using a real browser environment, enabling interaction with web pages, action performance, data extraction, and action observation.

Cloud browser automation server enabling LLMs to interact with web pages, take screenshots, extract data, and execute JavaScript using Browserbase and Puppeteer.

Enables database operations on PostgreSQL through PostgREST, supporting SQL-to-REST conversion and direct API requests for querying and modifying data.

Enables direct interaction with Supabase PostgreSQL databases, providing database management tools including schema exploration, SQL query validation, and secure read-only access.

Enables AI agents to interact with Stripe APIs, supporting operations like customer management, payment processing, product creation, and invoice handling through function calling.

Enables reading and searching of Markdown notes directories (like Obsidian vaults), allowing AI assistants to access and query local knowledge bases.

Enables AI tools to interact with PlanetScale databases, providing capabilities for managing organizations, databases, branches, and executing SQL queries with proper authentication.

Enables AI assistants to perform real-time web searches using Exa's AI Search API, providing structured results with titles, URLs, and content snippets.

Enables AI assistants to interact with Notion workspaces through the official API, supporting page creation, comments, content retrieval, and search functionality.

Proxies requests between AI assistants and JetBrains IDEs, enabling direct interaction with the IDE's built-in webserver for development tasks.

Creates a proxy server that converts any OpenAPI v3.1 compliant API into Claude-compatible tools, enabling natural language interaction with APIs including file upload support.

Enables parsing codebases and executing codemods through standardized model inference, supporting various LLM providers via integration with the Codegen SDK.

A semantic memory layer enabling storage and retrieval of vector-based memories using the Qdrant vector search engine, with support for both cloud and local deployments.

AI-driven browser automation server enabling natural language control of web browsers with features like page navigation, form filling, visual understanding, and session persistence.

Connects to and manages Kubernetes clusters, enabling pod, service, and deployment operations through kubectl integration.

Sends emails directly through Resend's API, enabling AI assistants to compose and send emails without manual copying and pasting.

Downloads and extracts YouTube video subtitles using yt-dlp, enabling AI assistants to analyze and summarize video content through subtitle text.

Provides functionality to fetch web content in various formats, including HTML, JSON, plain text, and Markdown, with support for custom headers and content transformation.

Enables real-time web search and data extraction capabilities through Tavily's API, providing AI assistants with filtered search results and intelligent content extraction from web pages.

Advanced web automation server providing tools for web scraping, structured data extraction, and browser automation with support for multiple AI agents including OpenAI's CUA and Claude's Computer Use.

Adds secure code execution capabilities to Claude Desktop using E2B Sandbox, supporting both JavaScript and Python environments.

Enables natural language interactions with Neo4j graph databases, supporting Cypher query generation and knowledge graph memory management for LLMs.

Enables blockchain interactions with Base and Coinbase APIs, providing tools for wallet management, fund transfers, smart contract deployment, and testnet operations.

Enables natural language interaction with Neon PostgreSQL databases, supporting project management, schema migrations, SQL queries, and database operations through the Neon API.

Create a personalized knowledge base from tools like Linear, GitHub, Jira, and Discord, and empower AI Agents to retrieve associated content with built-in reranking for enhanced relevance.

Enables AI assistants to interact with Apify's web scraping and automation actors, providing access to tools for data extraction, web searching, social media analysis, and more.

Interactive tool for breaking down software projects into manageable tasks, tracking implementation progress, and maintaining detailed development plans with complexity scoring and code examples.

Provides read and write access to Airtable databases, enabling schema inspection, record management, and table operations through comprehensive API integration.

A server for managing Proxmox hypervisors, providing tools to control nodes, VMs, containers, storage, and execute console commands in virtual machines.

Enables database operations with MotherDuck and local DuckDB, providing tools for connection initialization, schema reading, and query execution.

Enables integration with watsonx.ai Flows Engine, providing tools for Google Books and Wikipedia searches through a TypeScript-based MCP server implementation.

Integrates Kagi's advanced search API to provide AI assistants with up-to-date web search capabilities and accurate information retrieval.

Enables AI assistants to interact with ElevenLabs' Text-to-Speech and audio processing APIs, supporting voice cloning, speech generation, transcription, and audio manipulation.

Provides tools for interacting with the Solana blockchain, enabling operations like token management, NFT minting, trading, and wallet interactions through a standardized interface.

Enables seamless integration with Ollama's local LLM capabilities, providing model management, chat completion, and custom model creation with OpenAI-compatible API.

Enables interaction with Kubernetes clusters through Metoro's observability platform, providing eBPF-based telemetry and monitoring capabilities via natural language queries.

Enables document management and natural language search capabilities through the Needle platform, allowing users to organize, store, and retrieve documents using Claude's language model.

Query and analyze data using Axiom Processing Language (APL), enabling AI agents to interact with Axiom datasets through natural language.

Provides access to WolframAlpha's LLM API for answering complex mathematical, scientific, and general knowledge questions with structured responses.

Enables integration with PayPal APIs for creating invoices, managing orders, and handling transactions through multiple agent frameworks and function calling.

Leverages Perplexity's Sonar Pro API to provide comprehensive research capabilities, including documentation search, API discovery, and code deprecation analysis with chain-of-thought reasoning.

Integrates with Shopify's GraphQL Admin API to manage store data, including products, customers, orders, collections, discounts, and webhooks.

Provides Google search capabilities through Serper API, delivering rich search results including knowledge graphs, organic results, related questions, and customizable search parameters.

A queue-based task management system that enables planning, execution, and tracking of tasks with support for task lists, execution plans, and completion feedback.

A JSON document store server providing CRUD operations and field-based sorting queries, powered by Fireproof database for seamless integration with AI systems.

Enables comprehensive web research with Google search integration, webpage content extraction, session tracking, and screenshot capabilities for real-time information gathering.

Enables AI assistants to read, create, and manage Google Calendar events, including processing events from screenshots and coordinating schedules across multiple calendars.

Advanced web scraping tool using Oxylabs Web Scraper API, supporting JavaScript rendering, HTML parsing, and content transformation with flexible parsing options.

Manages digital contract workflows including creation, sending, and template management for electronic signatures through the eSignatures platform.

A simple testing utility that echoes back any message it receives, useful for validating MCP functionality and connections.

Provides direct access to iTerm terminal sessions, enabling command execution, REPL interaction, and terminal output inspection with efficient token usage and control character support.

Provides a secure code interpreter for executing LLM-generated code, with features for creating, saving, managing, and executing code tools in an isolated environment.

Provides timing control with configurable delays between operations, useful for rate limiting, API call spacing, and testing eventually consistent systems.

Provides comprehensive Discord server management capabilities including message handling, channel management, role administration, and webhook integration.

Provides email marketing and contact management capabilities through SendGrid's Marketing API, enabling dynamic templates, contact list management, and bulk email sending.

Provides comprehensive access to Raygun's error tracking, crash reporting, and real user monitoring features through API integration, enabling management of applications, errors, deployments, and performance metrics.

Integrates with Atlassian Cloud products (Confluence and Jira) to enable searching, accessing, and managing pages, spaces, issues, and projects via their respective APIs.

Enables interaction with Spotify's music catalog, including search, artist information, playlist management, and audiobook access through the Spotify Web API.

Advanced image generation server integrating EverArt's AI models for creating vector and raster images, supporting multiple formats and styles with flexible storage options.

Enables AI assistants to interact with Asana workspaces, providing comprehensive task and project management capabilities including creation, search, updates, and status tracking.

Generate, edit, and create variations of images using OpenAI's DALL-E 2 and DALL-E 3 APIs, with support for customizable parameters and local image saving.

Facilitates project management with the Linear API, enabling issue tracking, project organization, and team management through comprehensive tools for creating, updating, and managing work items.

A server for rolling dice using standard dice notation, providing individual rolls, sums, and modifiers with timestamp tracking.

Enables AI systems to interact with Verodat's data management platform, providing capabilities for dataset creation, querying, and AI-powered analysis across workspaces and accounts.