AI & ML

Enables AI assistants to interact with Slack workspaces through the Model Context Protocol, providing tools for reading/sending messages, managing channels, and accessing Slack API functionality.

A robust Model Context Protocol server for SQL Server that provides AI assistants with tools for schema exploration, query execution, performance monitoring, and table management with automatic safety limits.

A versatile MCP server providing generative AI tools for image creation, text-to-speech conversion, background removal, and high-quality image upscaling.

An MCP server that enables high-quality image generation and editing via OpenAI's DALL-E models, featuring automatic aspect ratio mapping and intelligent handling for large file payloads.

Enables AI agents and automation scripts to securely interact with self-hosted Vaultwarden instances through the Bitwarden CLI, automatically managing vault sessions and providing tools to read, create, update, and delete secrets programmatically.

A robust MCP server that dynamically generates over 260 tools from PowerStore OpenAPI specs, providing a credential-free architecture for secure storage, networking, and file system management via AI assistants.

Enables AI-driven 3D model generation and manipulation using OpenSCAD through natural language commands. Users can create primitives, apply transformations, perform boolean operations, and export models to various formats like STL and OBJ.

A comprehensive document analysis server that handles large-scale files through intelligent segmentation and TF-IDF search, featuring 31 specialized tools for semantic validation and epistemological grounding.

An offline-first AI agent stack implementing the First Principles Framework (FPF) with a holonic architecture, providing sandboxed file operations and local LLM orchestration.

An MCP server that provides real-time weather and air quality monitoring for geographic coordinates and major Indian cities using the Weather Union API.

A comprehensive MCP server that provides access to the Li Data Scraper API for gathering detailed LinkedIn insights including profile enrichment, company intelligence, job listings, and social activity tracking.

Creates custom MCP servers from JSON configuration files that can execute AI-powered tools by dynamically invoking Claude, Codex, or Gemini CLIs with configurable prompts and inputs.

A versatile MCP server providing image compliance checking, recipe lookups, and comprehensive file management including OCR, image compression, and Excel/JSON conversion.

Ares DevOps MCP Server facilitates management of Azure DevOps Git repositories, pull requests, and pipelines through natural language interfaces. It enables secure, type-safe operations for branch management and CI/CD monitoring within MCP-compatible clients.

AI Agent Guardrails MCP server - security layer

A specialized MCP server for sandboxed Python execution that optimizes agent performance through progressive tool discovery, PII tokenization, and code-based skills persistence. It drastically reduces token usage by processing large datasets within the sandbox instead of the model context.

A specialized MCP server that converts Git repositories (public or private) into LLM-friendly formats, providing tools and resources for analyzing repository structure and content.

Enables AI agents to control RoboDK robotics simulation software, allowing them to manage stations, add robots, and inspect station hierarchies through natural language commands.

AI-powered crypto signal intelligence for 20 assets. 5 data dimensions, scored 0-100.

A comprehensive weather and environmental data server providing current conditions, forecasts, air quality statistics, US weather alerts, and earthquake activity monitoring via coordinates or location names.

Enables users to retrieve GitLab commit records and automatically generate daily work reports that can be sent to WeChat Work groups. Supports querying commits by date and user, with seamless enterprise messaging integration.

Interact with the Fathom.video API to manage meeting recordings, retrieve AI summaries and transcripts, and access team analytics through LLMs.

A specialized MCP server providing access to the API-Ninjas Trivia database. It allows users to retrieve trivia questions across categories such as science, history, entertainment, and more with customizable limits.

A robust Gmail management MCP server that enables AI-assisted email retrieval, drafting, and management with integrated professional writing frameworks and Google Calendar availability.

Enables AI assistants to manage Gmail through natural language interactions, supporting email operations (send, read, search, draft), comprehensive attachment handling (send, receive, download), label management, filters, and batch operations with automatic OAuth2 authentication.

A robust MCP server for QuantConnect that enables AI assistants to manage trading projects, perform backtesting and optimizations, and deploy live algorithmic trading strategies via the QuantConnect API.

A specialized MCP server that provides local access to the Amplenote SQLite cache, facilitating full-text search and retrieval of notes, bidirectional references, and task management.

A robust MCP server that enables hybrid semantic and keyword search across personal knowledge bases using the Fondu Knowledge Vault API. It features advanced reranking, multiple authentication methods, and production-ready error handling.

Planer MCP is an intelligent task management server that uses LLM workflows to generate context-aware engineering plans with interactive requirement elicitation and SQLite persistence.

A mobile application performance monitoring tool that analyzes performance data (like memory usage and view counts) to detect and alert on severe issues via the Model Context Protocol.