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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

PayNow Component MCP Server

Enables LLMs to search and retrieve PayNow Component documentation directly, streamlining system integration and technical support through natural language queries.

1 tool

Slack MCP Server

A comprehensive MCP server that enables AI assistants to manage Slack workspaces through channel operations, messaging, user profile retrieval, and threaded conversations.

9 tools

Directus Task MCP Server

Enables AI assistants to manage tasks in Directus databases with automatic schema synchronization, supporting CRUD operations, filtering by status and priority, and TypeScript type safety.

Feishu/Lark OpenAPI MCP

Official Feishu/Lark OpenAPI MCP server providing comprehensive tools for message management, Bitable database operations, document processing, and calendar scheduling through the Model Context Protocol.

31 tools

Polymarket MCP Server

A comprehensive MCP server for Polymarket that allows AI agents to perform market discovery, analysis, trade execution, and portfolio management with enterprise-grade safety features.

aichat

Inter-agent communication for multi-agent Claude Code workflows.

MCP Jieba Server

A high-performance Chinese text processing server based on the Rust implementation of Jieba, offering segmentation, POS tagging, and BM25-based keyword extraction for AI models.

3 tools

Chalee MCP RAG

An MCP server that provides Retrieval-Augmented Generation (RAG) capabilities, allowing for document processing, semantic search, and intelligent Q&A using OpenAI embeddings.

6 tools

WebforAI Text Extractor

A Cloudflare Workers-based MCP server that converts web pages into clean, structured Markdown text using the WebforAI library for optimized AI consumption.

1 tool

Cloudflare Remote MCP Server (No Auth)

A template for deploying custom Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It serves as a starter kit for developers to build and host remote MCP tools without authentication requirements.

Mochi MCP Server

A specialized MCP server for managing Mochi Cards, allowing AI assistants to handle flashcard operations, deck organization, templates, and spaced repetition reviews.

17 tools

Realty In Au MCP Server

A comprehensive MCP server providing programmatic access to Australian real estate data, including property listings, agency details, agent performance metrics, and local school information via the Realty In Au API.

13 tools

Terminal MCP Server

A Python-based MCP server that allows AI assistants to safely execute terminal commands across different operating systems and shells with configurable resource limits.

1 tool

HumanOps

MCP server for AI agents to dispatch real-world tasks to verified human operators

interview-mode

Structured interviewer for Claude Code — probing questions, decision tracking, evolving checkpoints.

CodePilot MCP

CodePilot MCP is an intelligent automation hub that connects LLMs to GitHub, Notion, and Google Calendar, featuring complex workflow orchestration, Slack integration, and persistent agent memory.

12 tools

YAPI MCP Server

Enables AI assistants to manage YAPI API documentation by providing tools to create, update, and retrieve interface details. It also supports running automated tests and managing API data across multiple configured projects.

watsonx

IBM watsonx.ai MCP server for Claude integration

MarkdownPointer

Markdown viewer for AI-assisted document review. Click any element to copy file path + line number.

MCP-Upstage-Server

A specialized MCP server for Upstage AI services that provides advanced document processing capabilities including structure-aware parsing, schema-based information extraction, and automated document classification.

4 tools

Valyu MCP Server

A Model Context Protocol server that provides LLMs with access to Valyu's knowledge retrieval and feedback APIs for searching proprietary/web sources and submitting transaction feedback.

in-context.me Portfolio

AI-native portfolio inside Claude conversations. Interactive UI with work, services, and contact.

PPTX MCP Server

A robust MCP server for programmatically creating, editing, and manipulating PowerPoint presentations, featuring structured JSON support for text styling and direct Office XML access.

8 tools

Oktopost MCP Server

A comprehensive MCP server for Oktopost that enables social media management, including campaign orchestration, content scheduling, workflow approvals, and employee advocacy board management.

34 tools

Case Study Generator MCP Server

A business intelligence MCP server that uses local Gemma3 AI to analyze documents and GitHub repositories, combined with real-time web research to generate structured case study insights.

3 tools

Browser MCP Bridge

A comprehensive MCP server and browser extension bridge that allows Claude to inspect DOM structures, execute JavaScript, monitor network activity, and capture screenshots from browser tabs.

11 tools

Git Commit Video Walkthrough Generator

A tool that generates narrated, syntax-highlighted video walkthroughs of git changes or entire codebases using AI analysis and text-to-speech.

2 tools

agentic-debugger

A specialized MCP server for interactive code debugging that allows AI assistants to inject live instrumentation and capture runtime variable values across JavaScript, TypeScript, and Python projects.

7 tools

Todoist MCP Server

An MCP server that integrates with the Todoist REST API v2 to enable AI assistants to manage tasks, projects, sections, comments, and labels. It supports comprehensive operations including batch task creation, history tracking for completed tasks, and organized project management.

Kokoro TTS MCP Server

A high-quality text-to-speech MCP server using the Kokoro model, allowing AI agents to generate and play audio with adjustable voices and speeds.

1 tool