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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

opendota-mcp-server

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

MCP4Modal Sandbox

A Model Context Protocol server that enables LLMs and AI assistants to create, manage, and interact with isolated cloud-based Python environments with GPU support on Modal.com.

Certificate Search MCP Server

A Cloudflare Workers-based MCP server that interfaces with crt.sh to provide SSL/TLS certificate search, subdomain discovery, and security auditing tools.

4 tools

Roku MCP Server

Enables AI agents to develop, test, and certify Roku applications by providing direct control over device functions like app deployment, remote input, and SceneGraph inspection. It supports automated workflows including real-time log collection, media monitoring, and certification verification.

MCP Remote Control

An MCP server that enables AI assistants to control Roku TVs on a local network using the External Control Protocol (ECP), allowing for app launching, playback management, and navigation via natural language.

5 tools

Idealista7 MCP Server

Enables access to Idealista API for searching and retrieving property listings across Spain, Portugal, and Italy, supporting homes, commercial properties, offices, and more.

14 tools

opendota-mcp

MCP server providing AI assistants with access to Dota 2 statistics via OpenDota API. 20+ tools for player stats, hero data, and match analysis with natural language support.

MCP OpenClaw

An MCP server that integrates with the OpenClaw API to enable AI assistants to send messages across multiple platforms, execute system commands, and manage calendar events and emails.

lista-vaults-mcp

An MCP server empowering AI agents to track and act across Lista DAO lending vaults.

PyPI Package MCP Server

Enables AI assistants to fetch, explore, and analyze source code from any Python package on PyPI, including listing files, reading specific code, and searching packages across all published versions.

AWS S3 MCP Server

A comprehensive MCP server for managing AWS S3 storage, enabling full control over bucket lifecycles, object CRUD operations, and security policy configurations.

9 tools

SF Permits MCP Server

Provides access to San Francisco public permitting, business, and property data through the Socrata SODA API. Users can search permit details, aggregate statistics, and look up property assessments using natural language.

greenroom

An entertainment discovery MCP server that integrates with TMDB to recommend films and TV shows, featuring multi-agent LLM response comparison and genre-based industry analysis.

5 tools

latex-mcp

An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.

Chess.com MCP Server

A Model Context Protocol server that interacts with the Chess.com Public API to retrieve real-time player profiles, online status, and detailed game statistics across various formats.

2 tools

Gurobi MCP

A local MCP server that integrates the Gurobi optimizer, allowing AI applications to solve complex mathematical programming problems including linear, mixed-integer, and quadratic programming.

ArXiv MCP Server

A specialized MCP server that enables AI assistants to search the arXiv research repository, download papers, and perform deep academic analysis via programmatic access.

4 tools

code-firewall-mcp

A security-focused MCP server that acts as a code firewall by using structural similarity and vector embeddings to block dangerous code patterns before execution.

11 tools

Marcus Local MCP Server

A semantic search MCP server that indexes documentation and local repositories into a ChromaDB vector database using OpenAI embeddings for high-quality information retrieval.

1 tool

CSG Portal MCP Server

Enables secure access to Columbus School for Girls Veracross portal features including directory searches, calendar events, and lunch volunteer scheduling via browser authentication.

6 tools

Remote MCP Server (Authless)

A starter template for deploying remote Model Context Protocol servers on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by MCP clients like Claude Desktop.

echomindr

Real founder decisions, lessons and signals from 100+ podcasts — searchable by AI agents.

Network Security Control Reviews

Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.

KiCad MCP Server

Enables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.

rag-mcp-server

A sophisticated Retrieval-Augmented Generation (RAG) server for codebases featuring automated indexing, intelligent content-aware chunking, and hybrid semantic search capabilities.

7 tools

Brandomica

Check brand name availability across domains, social handles, trademarks, app stores, and more.

Percept

Ambient voice intelligence for AI agents. Wearable mics to agent actions via MCP.

AI PC Assistant MCP Server

A production-ready MCP server that empowers AI assistants to manage local file systems, execute permitted shell commands, and interact with system tools like clipboards and application launchers.

20 tools

Knowledge MCP Server

Provides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.

MCP Playwright Server

A comprehensive MCP server enabling AI agents to perform full browser automation using Playwright, featuring tools for navigation, interaction, web-first assertions, and accessibility audits.

47 tools