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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

SmartKasa MCP Server

A production-ready MCP server that allows AI assistants to manage the SmartKasa Ukrainian POS system, covering inventory, retail locations, fiscal receipts, and sales reports.

57 tools

Crypto Indicators MCP Server

A specialized MCP server that provides professional cryptocurrency technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) and market data directly from Aster DEX for real-time trading analysis.

2 tools

Midnight + Next.js MCP

Needs Setup

A robust developer toolset combining Midnight blockchain smart contract (Compact) analysis with comprehensive Next.js development utilities, featuring semantic search across 39 repositories and runtime diagnostics.

36 tools

Framelink Figma MCP Server

Enables AI coding tools like Cursor to access Figma design files and metadata, allowing accurate one-shot implementation of designs in any framework by providing simplified layout and styling information from the Figma API.

incode-idv-mcp

Failed

A specialized MCP server that integrates Incode's identity verification workflow into AI assistants, allowing users to generate verification links, monitor session status, and validate JWT tokens through natural language.

5 tools

DevSecOps MCP Server

An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-driven vulnerability scanning and automated security reporting. It allows AI assistants to execute and analyze results from tools like Semgrep, OWASP ZAP, and Trivy within a DevSecOps workflow.

Volcengine Knowledge Base MCP

A specialized MCP server that integrates Volcengine (ByteDance) Knowledge Base services into Claude Desktop, enabling secure credentials management, semantic search, and RAG-based chat completions.

3 tools

Lex

Needs Setup

Lex provides episodic memory and architectural policy for AI agents, allowing them to maintain context across sessions by capturing work snapshots (Frames) and navigating code dependencies (Atlas).

11 tools

Things 3 MCP Server

A macOS-specific MCP server that enables LLMs to manage tasks in Things 3 using AppleScript. Users can query existing todos and create new tasks across various built-in lists through natural language.

2 tools

paper-search-mcp

Enables searching for academic papers and preprints across multiple platforms including Semantic Scholar, arXiv, PubMed, and CrossRef. It provides access to research records, DOI lookups, and journal metadata through a unified interface deployed on Cloudflare Workers.

NRTSearch MCP Server

A robust MCP server that enables AI assistants to perform full Lucene searches on NRTSearch indexes, supporting complex Boolean, range, and fuzzy queries with match highlighting.

1 tool

Self MCP Server

A self-awareness framework that helps users track personal values, long-term missions, and daily actions through an integrated SQLite database and MCP tools.

8 tools

mcp-server

Failed

An MCP server that provides visual memory and context storage with knowledge graph capabilities

MasterMCP

A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.

Sequential Thinking MCP Server

A structured thinking framework that facilitates progressive problem-solving through defined cognitive stages like Research, Analysis, and Synthesis with built-in tracking and summary generation.

3 tools

Zhipu AI Image Generator MCP Server

A Zhipu AI MCP server utilizing CogView4 for high-quality text-to-image generation with support for various aspect ratios and local file persistence.

1 tool

Todoist MCP Server

Connects AI assistants to Todoist for comprehensive task management, enabling natural language creation, updating, and organization of tasks, projects, sections, and labels.

source-library

Validated

A specialized platform for digitizing, OCR-processing, and translating rare historical texts, featuring automated page-splitting and Gemini-powered analysis.

6 tools

LAML MCP Server

A specialized MCP server for loading, parsing, and validating LAML (YAML-based markup language) documents directly from the filesystem.

1 tool

Office Supplies Inventory NANDA Service

MCP server that allows AI assistants to query and retrieve information about office supplies inventory from a CSV file.

Fetch as Markdown

A specialized tool for converting web pages into clean, token-efficient markdown by extracting main content and stripping away navigation, ads, and sidebars.

1 tool

Traffic MCP Server

A specialized MCP server for traffic management that provides real-time station data, LSTM-based speed performance predictions, and Dijkstra-optimized routing.

3 tools

aigroup-news-mcp

MCP news search service providing news aggregation and search capabilities

Proxmox MCP Server

A comprehensive MCP server for Proxmox VE that provides over 360 tools for managing virtual machines, containers, storage, nodes, and access controls via the official API.

130 tools

itglue-mcp-server

An unofficial Model Context Protocol server that enables AI assistants to manage ITGlue documents, sections, and organizations via the ITGlue API. It supports full CRUD operations, organization lookups, and regional API endpoints for US, EU, and Australia.

fulcrum

Failed

AI governance MCP server for policy enforcement, cost control, and observability.

REMnux Documentation MCP Server

A specialized MCP server that provides AI assistants with searchable access to the REMnux malware analysis toolkit documentation, enabling precise queries about reverse-engineering tools and techniques.

3 tools

Asana

A comprehensive MCP server for Asana that provides over 30 tools for managing tasks, projects, workspaces, and attachments, enabling full automation of project management workflows through LLMs.

33 tools

MCP Playwright Browser

Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.

Cloudflare MCP Server for Static Sites

A Cloudflare Worker-based MCP server that converts any static website into a searchable knowledge base for AI assistants using R2 for index storage and Fuse.js for fuzzy search.

3 tools