AI and Machine Learning Servers

Extract and document code from your local filesystem, enabling automated documentation and codebase analysis.

Enables AI assistants to generate images through the Grok2 model using stdio transport for seamless integration into existing workflows.

Integrates with Perplexity's web search API to enable real-time fact-checking, research, and content generation using up-to-date information.

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.

Enables direct image generation and editing through OpenAI's gpt-image-1 model with support for text prompts, file paths, and base64 encoded inputs for creative workflows and visual content creation.

Provides a bridge between AI systems and the 4o-image API for generating and editing high-quality images through text prompts with real-time progress updates.

Vectorize

Official

Bridges Claude with Vectorize.io's vector database services for advanced document retrieval, text extraction, and research capabilities through TypeScript-based tools that handle authentication via organization IDs and API tokens.

Integrates with Fish Audio's API to generate high-quality speech from text with configurable voice models, audio formats, and real-time streaming for creating conversational applications and automated content narration.

Powerdrill

Official

Provides tools to interact with Powerdrill datasets to perform data work.

Integrates with DeepSeek Thinker model to enable chain-of-thought reasoning and complex problem-solving for applications requiring advanced cognitive capabilities.

Real-time documentation context through vector-based search and retrieval via Qdrant.

Integrates multiple language models via the unified Unichat tool, enabling seamless interaction across OpenAI, MistralAI, Anthropic, xAI, and Google AI platforms.

Provides seamless access to OpenRouter's diverse AI models, enabling multimodal interactions across vision and language models with intelligent model selection, caching, and robust error handling.

Integrates Mineflayer to enable AI control of Minecraft bots for navigation, block manipulation, inventory management, and real-time game state monitoring.

Integrates with Ollama for local large language model inference, enabling text generation and model management without relying on cloud APIs.

Structures reasoning processes through defined thought stages, managing a history of thoughts with metadata for transparent, step-by-step problem solving and decision making.

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.

Integrates with Azure Form Recognizer to extract structured data from documents including receipts, invoices, ID documents, and business cards for automated document processing workflows.

Detects search intent for SEO-related workflows.

Provides a bridge between virtual try-on technology and clothing visualization, enabling users to see how selected items would look on them through image processing and metadata-rich clothing resources.

Escalates complex reasoning tasks to more powerful language models (OpenAI o3, Google Gemini 2.5 Pro, DeepSeek Reasoner) by forwarding markdown prompts with code context and git diffs, returning responses with detailed cost tracking.