AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
OR-Tools
A specialized MCP server that integrates Google's OR-Tools to solve complex constraint satisfaction and optimization problems using a JSON-based model specification.
Cyberbro MCP Server
The Cyberbro MCP server extracts Indicators of Compromise (IoCs) from unstructured text and correlates them across multiple threat intelligence services for real-time security analysis and reputation checking.
Hyperbolic
Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you.
useHooks.io
MCP (Model Context Protocol) Server. Provides access to React hooks from the usehooks.io repository with tools for browsing, searching, and retrieving detailed hook implementations including TypeScript code and usage examples.
SchemaCrawler
A database schema discovery and comprehension tool that allows users to search schema objects, output data in readable formats, and interact with relational databases using AI.
Figma Context
MCP (Model Context Protocol) Server. Bridges AI systems with Figma design platform, transforming complex API responses into structured design information for easier understanding of layout properties, styling, and text content.
Figma
MCP (Model Context Protocol) Server. Enables AI to interact with Figma design files through WebSocket communication, providing tools for document inspection, node manipulation, text modification, and component management for design automation workflows.
Rollbar MCP Server
A robust MCP server for Rollbar that enables AI assistants to diagnose errors, manage deployments, retrieve session replays, and update item status via natural language.
Google Chat
A multi-provider MCP server that integrates AI assistants with Google Chat, enabling seamless message exchange, file sharing, and thread summarization across team spaces.
fabric-mcp-server
The fabric-mcp-server is an MCP server that integrates Fabric patterns with Cline, exposing them as tools for AI-driven task execution and enhancing Cline's capabilities.
Inner Monologue MCP
A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities.
Trusted Gmail
MCP (Model Context Protocol) Server. Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials
ReportPortal
explore and analyze automated test results from ReportPortal using your favourite LLM.
ChatGPT Responses
An MCP server that enables Claude Desktop to interact with OpenAI's ChatGPT API, supporting persistent conversation state and web-search capabilities.
Outlook
MCP (Model Context Protocol) Server. Bridges Microsoft Graph API to enable seamless email, calendar, and messaging interactions through natural language commands and comprehensive management tools.
AI Expert Workflow
A specialized workflow MCP that facilitates structured product development through three expert AI roles—Product Manager, UX Designer, and Software Architect—translating high-level ideas into comprehensive PRDs and technical specifications.
MkDocs Search
An MCP server that enables AI to search and retrieve content from MkDocs-powered documentation sites by leveraging Lunr.js search indexes and converting HTML results into structured Markdown.
macOS Tools
A specialized macOS system utility server providing real-time performance monitoring, historical metric tracking via SQLite, and advanced file searching with native tagging support.
OpenAI Image Generation
MCP (Model Context Protocol) Server. Provides tools for generating and editing images using OpenAI's gpt-image-1 model, handling API interactions, error management, and local image storage.
Human In The Loop
MCP (Model Context Protocol) Server. Facilitates human-in-the-loop processes for AI workflows, enabling seamless integration of human judgment in tasks like content moderation, complex problem-solving, and ethical AI implementations.
LinkedIn Spider
A robust LinkedIn data extraction server that provides tools for profile searching, post analysis, company scraping, and connection management using anti-detection web scraping techniques.
PapersWithCode
MCP (Model Context Protocol) Server. Integrates with PapersWithCode API to search and retrieve research papers, authors, conferences, and code implementations in machine learning, with tools for exploring papers by author, extracting PDF content, and accessing associated repositories, datasets, and results.
A Twitter/X platform integration for Claude that enables posting text and image tweets, replying to conversations, and searching for content using OAuth 1.0a authentication.
Python CLI MCP
A Python-based MCP server that exposes local command line applications as MCP tools, supporting frameworks like Click, Typer, and Argparse.
Dify Workflow
MCP (Model Context Protocol) Server. Integrates with Dify to enable text generation, data analysis, and conversational flow management through Dify's API, streamlining AI-powered application development.
Substack
A specialized MCP server for retrieving and parsing content from Substack posts, including titles, authors, and full article text for localized analysis.
MCP Picnic
A comprehensive MCP server enabling AI assistants to manage Picnic supermarket tasks including product search, real-time delivery tracking, and intelligent cart management for users in the Netherlands and Germany.
AIM Guard
A security-focused MCP middleware that protects AI agents from prompt injections, data leakage, and harmful content while providing structured security policies and checklists.
Open Census MCP Server
Enables natural language queries of U.S. Census Bureau data by translating English questions into API calls for demographic, economic, and housing statistics.
Bluetooth MCP Server
A Model Context Protocol server that allows AI assistants to scan and interact with nearby BLE and Classic Bluetooth devices across Windows, macOS, and Linux.