Enables natural language control of aircraft in the GeoFS flight simulator through a WebSocket server that translates commands into simulator actions for takeoff, landing, and navigation maneuvers.

Integrates with the Lunchmoney personal finance API to enable transaction retrieval, spending analysis, and budget summaries for enhanced financial management.

Bridges the CCXT cryptocurrency trading library with natural language interfaces, enabling monitoring, analysis, and trading operations across 100+ exchanges

Integrates with the Dojo framework to provide customizable tools and prompts for real-time, interactive development environments using Server-Sent Events.

Enables breaking down complex tasks into manageable pieces with structured JSON storage for tracking progress, maintaining checklists, and preserving context across multiple conversations.

Integrates with Lighthouse.one cryptocurrency portfolio tracker to fetch and display detailed portfolio data including total value, asset allocations, and major holdings through secure token-based authentication.

Monitors real-time cryptocurrency whale transactions across blockchains, providing detailed transaction information and configurable filtering for traders and analysts tracking significant market movements.

Tracks newly created PancakeSwap liquidity pools in real-time, providing detailed metrics like token pairs, transaction counts, volume, and TVL for DeFi traders and analysts on BNB Smart Chain.

Integrates with OPC UA industrial automation systems to enable reading and writing node values for monitoring and controlling connected devices

Provides a bridge to Freqtrade's REST API for monitoring market data, managing trades, configuring bot behavior, and analyzing performance metrics in cryptocurrency trading

Delivers cryptocurrency sentiment analysis by leveraging Santiment's social media and news data, enabling traders to retrieve sentiment metrics, monitor mentions, detect volume shifts, identify trending topics, and measure asset dominance in real-time.

Plays customizable audio notifications for key interaction points in development environments, alerting users when AI assistance requires attention or completes tasks.

Extends Claude Desktop with custom tools for mathematical calculations, system monitoring, and enhanced functionality through an automated installation framework.

Simulates or interfaces with a CO2 sensor device, providing JSON-RPC endpoints for device information, sensor data, and network management with MQTT publishing capabilities for IoT applications.

Integrates with JIRA issue tracking systems to enable retrieving, searching, creating, and updating issues, listing projects, and logging work time directly within conversations.

Integrates with Jenkins CI/CD operations, enabling job listing, build triggering, and status checking for streamlined DevOps automation and pipeline management.

Enables breaking down complex tasks into manageable steps with queue-based planning and execution, maintaining context across conversations through structured task tracking and visual progress monitoring.

Toolkit for creating blockchain agents that interact with the Starknet network, enabling wallet management, DeFi operations, and smart contract interactions through modular plugins

Integrates with popular media automation services including Sonarr, Radarr, and Plex to provide a unified interface for searching, monitoring, and managing media collections without switching between multiple web interfaces.

Integrates with WildFly application servers to enable monitoring, configuration, and management of server resources and performance.

Integrates with GitHub repositories to enable repository searching, issue management, and pull request handling through authenticated API endpoints that format data for easy access within conversations.

Integrates with Pure Storage FlashBlade arrays to enable real-time monitoring, troubleshooting, and resource management.

Connects to Sentry.io for error monitoring and debugging, enabling retrieval and analysis of specific issues or entire project lists with detailed stack traces, error frequencies, and timestamps.

Integrates with SolarWinds Observability logs, providing tools for searching, visualizing, and analyzing log data with advanced filtering options and customizable time ranges for DevOps and IT operations teams.

Integrates with Workato's automation platform API to enable management of integration recipes, connections, and workflows directly from conversations without switching contexts.

Provides a bridge to PubMed for searching, filtering, retrieving, and analyzing medical research articles with tools for keyword searches, metadata access, PDF downloads, and structured paper analysis.

Provides a specialized interface for searching and retrieving medical research articles from medRxiv using keyword-based searches, advanced filtering, and DOI metadata retrieval.

Provides a specialized interface for searching and retrieving bioRxiv scientific articles through keyword-based searching, advanced parameter filtering, and DOI metadata retrieval using Python's asyncio for asynchronous processing.

Provides a PyTorch CI/CD analytics API for investigating build failures, analyzing test flakiness, and monitoring performance trends across the PyTorch infrastructure.

Exposes local filesystem as resources to Claude, enabling real-time browsing, reading, and monitoring of files with automatic change detection and .gitignore pattern respect.

Integrates with Microsoft Teams to enable reading messages, creating threads, replying to messages, and mentioning team members through Azure bot credentials.

Integrates with Feishu project management platform to automate requirement analysis, bug tracking, and task management through TypeScript and Express-based tools for development teams.

Connects to InfluxDB time-series databases for querying measurements, writing data, and managing buckets through a bridge that exposes database functionality via tools and resources.

Connects to Metabase analytics platforms to enable conversational access to business intelligence data through tools for listing dashboards, executing saved questions, and running custom SQL queries.

Enables natural language querying of Couchbase databases through SQL++ execution with built-in authentication, connection management, and error handling

Streamlines ESP-IDF project building with automatic environment setup and error handling for ESP32 microcontroller development.

Bridges AI systems with LinkedIn's API for searching users, retrieving profiles, accessing posts, managing connections, and sending messages to support sales prospecting, recruitment, and professional networking workflows.

Provides a direct TypeScript-based interface for interacting with Honeycomb's observability API, enabling developers to query, create, and manage datasets, events, and monitoring resources through natural language interaction.

Provides a bridge to Rollbar error tracking platform for monitoring and analyzing application errors, retrieving detailed information, managing projects, and tracking deployments.

Integrates with isitdownrightnow.com to check website status, providing real-time availability information and last known downtime for monitoring and troubleshooting purposes.

Integrates with PostgreSQL databases to enable schema management, data migration, performance monitoring, and security configuration through direct database operations without requiring separate management tools.

Integrates with Google Cloud Platform to enable natural language management of cloud resources including compute, storage, networking, and databases through automated OAuth authentication.

Integrates with Home Assistant to enable control and monitoring of smart home devices via API calls for tasks like adjusting lighting, managing climate, and retrieving sensor data.

Bridges SAP HANA Cloud databases with machine learning operations through a three-layer architecture that enables model management, execution contexts, and standardized communication for both inference and training workflows.

Enables direct Kubernetes cluster management through a Kotlin-based server that provides tools for monitoring and controlling pods, deployments, services, storage, networking, and Helm releases using the official Kubernetes Java client.

Provides access to insurance policy and claims data with tools for monitoring policy changes, premium payments, member enrollments, and claims processing

Integrates with Grafana to enable searching dashboards, fetching datasource information, querying Prometheus metrics, and managing incidents through both stdio and SSE transport modes.

Enables AI interaction with MyMCPSpace social media platform for creating posts, replying to content, toggling likes, retrieving feed data, and updating usernames through authenticated API communication.