AI & ML

A comprehensive MCP server for VictoriaMetrics that enables querying metrics, analyzing TSDB cardinality, debugging relabeling rules, and searching embedded documentation directly within AI clients.

A robust MCP server that enables video manipulation through natural language by wrapping FFmpeg commands for searching, metadata retrieval, cutting, concatenating, scaling, and frame extraction.

ClaudePost is an MCP server that provides a natural language interface for managing Gmail accounts, allowing users to search, read, and send emails securely through Claude.

A production-ready TypeScript template for building scalable MCP servers with support for declarative tools, multiple storage backends, and deployment to local or edge runtimes like Cloudflare Workers.

A specialized MCP server that converts natural language or images into 3D models using a multi-view reconstruction pipeline and OpenSCAD, capable of offloading heavy CUDA processing to remote LAN servers.

A Clojure-native Model Context Protocol (MCP) server library that allows developers to create tools, resources, and prompts using map-based destructuring and Clojure protocols.

The official MATLAB MCP Server from MathWorks enables AI agents to start MATLAB, execute code, run unit tests, and perform static code analysis for style and correctness.

MCP (Model Context Protocol) Server. Enables Claude to play Minesweeper through a bridge that translates game actions into API calls and returns game states as images for visual puzzle-solving.

A persistent memory storage server for AI clients that uses Cloudflare Workers and vector search to maintain user context and preferences across sessions.

A privacy-preserving search server that connects AI agents to the SearXNG metasearch engine, allowing for anonymous web searches.

A specialized MCP server providing RAG-optimized access to over 370,000 Apple developer documents and 1,300+ WWDC transcripts using semantic and keyword search.

A read-only Model Context Protocol (MCP) server that enables LLMs to interact with NetBox infrastructure data, including devices, IPAM, and audit trail history.

The official DINO-X MCP server provides advanced visual perception capabilities, enabling LLMs to perform object detection, localization, human pose estimation, and regional image captioning.

Open-source local app that enables access to multiple MCP servers and thousands of tools with intelligent discovery via MCP protocol, runs servers in isolated environments, and features automatic quarantine protection against malicious tools.

MCP (Model Context Protocol) Server. Enables AI interaction with Slack workspaces through nine tools for channel management, messaging, user profiles, and reactions using both Bot and User OAuth tokens

The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more.

A Model Context Protocol (MCP) server that enables AI assistants to securely access and analyze Microsoft Fabric Analytics data through authenticated API calls.

A comprehensive MCP server enabling AI assistants to manage Azure Kubernetes Service (AKS) through unified Azure CLI and kubectl interfaces, troubleshooting detectors, and eBPF-based observability.

A specialized MCP server for Payload CMS 3.0 that provides tools for code validation, template generation, and full project scaffolding following development best practices.

STAMP is an end-to-end deep learning pipeline for computational pathology that extracts biomarkers from whole-slide images using weakly-supervised Vision Transformers. It handles the entire workflow from image preprocessing and feature extraction to model training, survival analysis, and heatmap generation.

A WP-CLI package that implements the Model Context Protocol to enable AI-driven control and interaction with WordPress installations.

A comprehensive MCP server toolkit providing over 120 dynamic tools for file management, web search, browser automation, and data analysis with support for both stdio and SSE transports.

MCP Checkpoint continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.

MCP (Model Context Protocol) Server. Provides a bridge between development environments and self-hosted Supabase instances for database introspection, migration management, and storage operations through direct RPC calls and database connections.

MCP (Model Context Protocol) Server. Structured documentation system that generates and maintains interconnected Markdown documents capturing project knowledge from high-level goals to technical details, with advanced search capabilities across all documents.

A semantic-level analysis server for Swift codebases that integrates with SourceKit-LSP to provide compiler-grade accuracy for AI model interactions.

Provides searchable access to locally installed docsets and code snippets within the Dash documentation browser on macOS. Enables developers to query technical documentation and full-text search specific docsets directly through MCP clients.

A specialized MCP server that generates 2D pixel art and 3D game assets (OBJ/GLB) using Hugging Face AI models, specifically optimized for rapid game prototyping.

MCP for semantic code search & navigation that reduces token waste.

Universal AI Development Platform with MCP server integration, multi-provider support, and professional CLI. Build, test, and deploy AI applications with multiple ai providers.