AI and Machine Learning Servers

Integrates with DuckDuckGo to provide web, image, news, and video search capabilities with configurable parameters for region, safesearch, and time limits.

Production-ready semantic memory management server that stores, retrieves, and manages contextual knowledge across sessions using PostgreSQL with pgvector for vector similarity search, featuring intelligent caching, multi-user support, memory relationships, automatic clustering, and background job processing for persistent AI memory and knowledge management systems.

Provides multi-provider image generation and transformation capabilities across Google Gemini, ZhipuAI, and Alibaba Bailian with automatic prompt translation and optimization for each provider's preferred language, supporting URL-based editing with mask support and flexible input methods including base64 encoding, file paths, and public URLs.

Unified command-line launcher for discovering and running scientific research MCP servers from the Path Integral Institute's collection, using uvx to dynamically install and execute servers from local directories or remote Git branches with automatic dependency handling.

Bridges Agent Communication Protocol networks with MCP clients, enabling access to complex multi-agent workflows through intelligent agent discovery, routing, and multi-modal message conversion with support for synchronous, asynchronous, and streaming execution patterns.

Orchestrates Codex and Gemini CLI agents with parallel execution across multiple working directories, enabling delegation of complex tasks to 16 specialized programming personas including backend architects, security engineers, and Python experts for simultaneous multi-project development workflows.

RSS3

Official

Integrates with RSS3 API to enable querying data across decentralized chains, social media platforms, and the RSS3 network for real-time open web data access within conversations.

Integrates with Perplexity API to provide expert programming assistance and persistent chat capabilities for developers and teams.

Enables macOS screen capture and window management with tools for taking screenshots, analyzing images, and controlling application windows

Integrates with GitHub CLI and npm to provide repository analysis, code discovery, file exploration, commit history tracking, and package metadata retrieval with intelligent caching and cross-tool workflow support.

AgentRPC

Official

A universal RPC layer for AI agents. Connect to any function, any language, any framework, in minutes.

Provides persistent memory storage for assistants to create and retrieve memories with filtering options by app name, category, and result limits through a SQLite database with automatic setup.

Dumpling AI

Official

Provides a bridge to Dumpling AI's data extraction API for performing web searches, scraping content, extracting structured data, and processing various document formats through 20+ specialized tools.

Provides six specialized servers for scientific and engineering workflows including photonic circuit design with gdsfactory integration, document processing with advanced OCR, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities.

Windows-compatible Gemini CLI integration that addresses character encoding and parameter handling issues, providing PowerShell integration with automatic executable detection, multiple model support, sandbox mode for safe code execution, and specialized tools for brainstorming and structured editing.

Leverages Deepseek r1 for local reasoning and task planning, enabling autonomous decision-making while maintaining data privacy.

AgentOps

Official

Provides access to AgentOps observability and tracing data for debugging agent runs, enabling retrieval of project information, trace details, span metrics, and complete execution traces through authenticated API access.

Novita AI GPU Cloud

Official

Provides direct access to Novita AI's GPU cloud infrastructure for deploying, monitoring, and managing GPU-accelerated workloads and containers without leaving your conversation context.

Provides unified access to 100+ AI providers through LiteLLM integration, enabling seamless switching between OpenAI, Anthropic, Google, Azure, AWS Bedrock, and other services through YAML-based configuration with tools for chatting, listing models, and retrieving model information.

Integrates Stability AI's image generation and manipulation capabilities for editing, upscaling, and more via Stable Diffusion models.

Enables multimodal content generation through Pollinations APIs, providing image, text, and audio creation capabilities without requiring authentication.