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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

OpenAI MCP Server

Provides tools to manage OpenAI API keys and spending through the OpenAI API. Requires an OpenAI admin API key for secure access to account management features.

MonkeyType MCP Server

A Model Context Protocol server that enables LLMs to interact with all MonkeyType API endpoints, providing access to typing test data, user profiles, leaderboards, and statistics through natural language.

Playwright MCP Server

A Playwright-based MCP server that enables AI agents to programmatically automate and inspect web pages using structured data rather than just screenshots.

Weather & Web Search Agent

Provides weather information and web search capabilities with special support for Hugging Face inference providers. Integrates seamlessly with tiny-agents framework for conversational AI interactions.

MCP Todoist

A Model Context Protocol server implementation compatible with Todoist API, allowing AI agents to interact with task management functionality through standardized MCP tools.

Vercel MCP Server

A powerful Model Context Protocol (MCP) server enabling seamless Vercel project management, including deployments, domains, environment variables, and team configurations through Cursor's Composer or Codeium's Cascade.

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.

MCP Parking Server

A read-only MCP server for querying parking management systems using natural language and secure SQL. It enables searching for parking locations, retrieving billing configurations, and understanding database schemas through business context tools.

Azure AI Foundry MCP Server

Enables interaction with Azure AI Foundry services for model exploration, deployment, and performance evaluation. It provides tools for managing knowledge bases via AI Search Service, executing fine-tuning jobs, and orchestrating AI agents through natural language.

MCP MIDI Bridge

An Electron desktop application that bridges LLM-driven music generation with DAWs by converting NoteSequence JSON from AI models into MIDI data that can be played, recorded, and manipulated in any digital audio workstation.

xai-mcp-server

MCP server for xAI Grok APIs - image generation, chat, vision, search, and video for Claude Code

DeepSeek Reasoner

MCP (Model Context Protocol) Server. Integrates DeepSeek's R1 reasoning engine with Claude, enabling complex problem-solving through a tool that processes queries and formats reasoning output within <ant_thinking> tags.

MemoraМCP

An MCP-powered storage system for AI agents that provides IPFS-secured, verifiable, and sovereign data storage capabilities.

FakeStore MCP

A Model Context Protocol server that enables AI assistants to interact with a complete e-commerce application, providing authentication, product browsing, and shopping cart management through standardized MCP tools.

MCP OpenAPI Proxy

A tool that accelerates MCP protocol adoption by automatically generating MCP-compatible server components from OpenAPI specifications, enabling seamless integration with existing services as a sidecar.

RL-MCP

A Model Context Protocol server that provides AI models with structured access to external data and services, acting as a bridge between AI assistants and applications, databases, and APIs in a standardized, secure way.

MCP GitHub Project Manager

A comprehensive server that provides AI-powered GitHub project management with task generation from requirements and complete traceability from business requirements to implementation.

Ontology MCP

A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.

Claude Kali MCP Commander

An MCP server that provides secure access to Kali Linux cybersecurity tools through Claude's interface, enabling users to run Kali Linux commands directly from Claude Desktop.

@a2am/mcp-server

MCP server for A2AM agent discovery - exposes a2am_publish, a2am_find, a2am_status as native Claude Code tools

Wordware

MCP (Model Context Protocol) Server. Integrates with Wordware's deployed flows to enable founder research, lead enrichment, Notion integration, and task solving with Google search and API capabilities.

MediaWiki Syntax MCP Server

This MCP server provides complete MediaWiki markup syntax documentation by dynamically fetching and consolidating information from official MediaWiki help pages. It enables LLMs to access up-to-date and comprehensive MediaWiki syntax information.

mediawiki-mcp-server

A MCP server that allows you to search and retrieve content on any wiki site using MediaWiki with LLMs 🤖. wikipedia.org, fandom.com, wiki.gg and more sites using Mediawiki are supported!

Claude Code Bridge from Essential AI Solutions (essentialai.uk)

MCP bridge for inter-session communication between Claude Code instances

mcp-multi-edit

Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)

Valyu Knowledge Retrieval

Integrates Valyu's knowledge retrieval and feedback APIs to allow LLMs to search across proprietary and web sources while providing a mechanism for submitting transactional feedback.

2 tools

Filesystem MCP

MCP Server that enables LLMs to interact with the local filesystem.

Multi-Agent Tools Platform

A modular production-ready system that provides specialized agents for math, research, weather, and summarization tasks through a unified MCP toolbox with smart supervisor capabilities.

Cloudflare Remote MCP Proxy

A deployment template for hosting remote Model Context Protocol servers on Cloudflare Workers using the Server-Sent Events (SSE) protocol. It serves as a bridge for custom tools to be accessed by local clients like Claude Desktop via a remote proxy.

DocuSign MCP Server by CData

This read-only MCP Server allows you to connect to DocuSign data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp