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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Memex

6

Memex is a persistent memory layer for AI agents that manages a local knowledge base of guides and contexts using semantic vector search and a structured markdown file system.

10 tools

Rust Minidump MCP

6

A specialized MCP server that transforms Windows minidump files into readable stack traces and provides AI-powered crash analysis to help developers identify root causes of application failures.

2 tools

Data.gouv.fr & IGN

6

A comprehensive MCP server providing access to France's national open data (data.gouv.fr), official IGN geographic services, and administrative divisions for urban research and location-aware applications.

24 tools

temple-bridge

6

A sovereign MCP server that enables a 100% local AI agent with persistent memory and recursive governance through the Spiral Protocol. It binds the 'back-to-the-basics' action layer with 'threshold-protocols' for governed, stateful execution.

5 tools

Outlook MCP Server

6

A privacy-focused MCP server that enables local, AI-powered email management for Microsoft Outlook via win32COM, supporting natural language search, composition, and batch processing.

12 tools

OpenEnded Philosophy MCP Server

6

A sophisticated philosophical reasoning server that integrates Non-Axiomatic Reasoning Systems (NARS) with philosophical pluralism to provide multi-perspective analysis, truth maintenance, and epistemic uncertainty tracking.

6 tools

tip.md x402 + CDP MCP Server

6

Enables AI agents to facilitate cryptocurrency tipping using the x402 payment protocol and Coinbase Developer Platform (CDP) for automated disbursements on Base and Solana.

8 tools

Sound Effects MCP

6

A tool for Claude Desktop and Claude Code that plays situational sound effects (task completion, insights, or errors) to enhance workflow feedback on macOS.

2 tools

Canvas Academic Assistant

6

Connects Claude Desktop to the Canvas Learning Management System (LMS), allowing students to interact with their courses, assignments, grades, and calendar through natural language.

Polymarket MCP Server

6

A robust MCP server that enables AI assistants to query Polymarket prediction markets for real-time odds, historical price data, order books, and trending markets across diverse categories like politics and crypto.

9 tools

MCP Graylog Server

6

A Model Context Protocol server that enables AI assistants to query and analyze log data via Graylog using Elasticsearch syntax, offering advanced search, stream management, and log statistics.

11 tools

DocsetMCP

6

DocsetMCP grants AI assistants offline access to 165+ local Dash documentation docsets and cheatsheets, covering extensive programming languages and developer tools via direct SQLite queries.

11 tools

agent-identity-protocol

6

A zero-trust security proxy for the Model Context Protocol that provides per-tool authorization, data loss prevention (DLP) scanning, and human-in-the-loop approval for AI agents.

mcp-server-bloomfilter

6

MCP server for Bloomfilter, a domain registration service for AI Agents.

obsidian-mcp

6

A robust MCP server designed for interacting with Obsidian vaults, offering natural language querying, graph-aware search, and advanced knowledge management tools like note auditing and synthesis detection.

17 tools

x-mcp

6

An MCP server that provides AI agents with full access to the X (Twitter) API for posting, searching, and managing engagement through natural language. It supports comprehensive tools for tweet management, media uploads, and account analytics across multiple MCP-compatible clients.

Anki MCP Server

6

A comprehensive MCP server for managing Anki flashcards, supporting bulk note operations, media management, and AI-powered audio generation via Google Cloud TTS.

14 tools

asap-protocol

6

The production-ready standard for async agent orchestration. Stateful and MCP-compliant communication for distributed AI workflows.

discord-mcp

6

Manage your entire Discord server from Claude Code, Claude Desktop, Cursor, or Windsurf via MCP. 134 admin tools across 20 categories. Interactive setup wizard included.

Orchestrator-MCP

6

A sophisticated MCP orchestrator that connects multiple servers (filesystem, git, search, etc.) through an AI enhancement layer for intelligent tool routing and multi-step workflow automation.

3 tools

Leantime MCP Bridge

6

A robust TypeScript-based proxy bridge using the official MCP SDK to connect clients with the Leantime project management system for managing projects and tasks.

Autoform (Slovensko.Digital)

6

An MCP server for the Slovensko.Digital Autoform API, enabling detailed searches of Slovak corporate entities by name or IČO (CIN) with access to structured business registry data.

1 tool

HeadHunter (hh.ru)

6

A comprehensive MCP server for HeadHunter (hh.ru) that enables AI assistants to search for job vacancies, manage resumes, and automate job applications with intelligent matching and scoring.

10 tools

X64Dbg MCP Server

6

A comprehensive MCP server enabling AI-assisted reverse engineering and debugging through deep integration with x64dbg. It provides over 80 tools for control over breakpoints, memory, registers, and process execution within the x64dbg environment.

88 tools

Keeper Secrets Manager

6

A tool-focused MCP server for Keeper Secrets Manager that enables AI agents to securely perform CRUD operations on secrets and folders, manage file attachments, and retrieve TOTP codes while maintaining human-in-the-loop security.

15 tools

Pane

6

Pane provides a visual communication layer for AI agents, allowing them to render diagrams, interactive forms, and maintain persistent state via a web interface.

10 tools

Wanyi Watermark Remover

6

A specialized MCP server for extracting watermark-free videos and images from Douyin and Xiaohongshu, featuring automated link parsing and AI-powered video transcription.

4 tools

React Native Godot

6

An MCP server providing intelligent access to React Native Godot documentation, offering tools for platform-specific setup, API references, troubleshooting, and code examples.

7 tools

Tenets

6

Local-first MCP server that aggregates intelligent code context using NLP ranking and automatically injects project-specific guiding principles (tenets) into AI prompts.

10 tools

Keyboard Maestro MCP Server

6

A robust macOS automation toolkit that allows AI clients to control a machine through deep integration with Keyboard Maestro, featuring macro execution and variable management.

10 tools