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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

OR-Tools

17

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

17

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.

5 tools

Hyperbolic

17

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.

9 tools

useHooks.io

17

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

17

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

17

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.

2 tools

Figma

17

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.

15 tools

Rollbar MCP Server

17

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.

7 tools

Google Chat

17

A multi-provider MCP server that integrates AI assistants with Google Chat, enabling seamless message exchange, file sharing, and thread summarization across team spaces.

20 tools

fabric-mcp-server

17

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.

4 tools

Inner Monologue MCP

16

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.

1 tool

Trusted Gmail

16

MCP (Model Context Protocol) Server. Securely accesses Gmail through AWS Nitro enclaves, enabling email search, retrieval, and sending while protecting sensitive credentials

ReportPortal

16

explore and analyze automated test results from ReportPortal using your favourite LLM.

13 tools

ChatGPT Responses

16

An MCP server that enables Claude Desktop to interact with OpenAI's ChatGPT API, supporting persistent conversation state and web-search capabilities.

2 tools

Outlook

16

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.

1 tool

AI Expert Workflow

16

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.

1 tool

MkDocs Search

16

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.

2 tools

macOS Tools

16

A specialized macOS system utility server providing real-time performance monitoring, historical metric tracking via SQLite, and advanced file searching with native tagging support.

2 tools

OpenAI Image Generation

16

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.

2 tools

Human In The Loop

16

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

16

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.

7 tools

PapersWithCode

16

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.

20 tools

Twitter

16

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.

3 tools

Python CLI MCP

16

A Python-based MCP server that exposes local command line applications as MCP tools, supporting frameworks like Click, Typer, and Argparse.

Dify Workflow

16

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

16

A specialized MCP server for retrieving and parsing content from Substack posts, including titles, authors, and full article text for localized analysis.

1 tool

MCP Picnic

16

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.

29 tools

AIM Guard

16

A security-focused MCP middleware that protects AI agents from prompt injections, data leakage, and harmful content while providing structured security policies and checklists.

6 tools

Open Census MCP Server

16

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

16

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.