MCP Hub
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AI & ML

Embeddings, Vector DBs, and machine learning tools

5,471 servers in this category

linkedin-mcp-server

693

A LinkedIn automation server that enables AI assistants to scrape user profiles, analyze company data, and conduct job searches directly through a secure browser session.

6 tools

Just Prompt (Multi-LLM Provider)

689

MCP (Model Context Protocol) Server. Unified interface for interacting with multiple LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama with parallel prompt sending and response file saving capabilities.

6 tools

Apify

683

Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

19 tools

MassGen

681

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-quality results. | Join us on Discord: discord.massgen.ai

12 tools

12306-mcp

674

A tool for the Model Context Protocol (MCP) that enables AI models to search for 12306 Chinese railway ticket information, including train filtering and transfer queries.

Fetch

666

A server that flexibly fetches HTML, JSON, Markdown, or plaintext.

4 tools

Octocode

Needs Setup
665

AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and NPM realms in realtime

5 tools

Docker Compose

664

A comprehensive MCP server for managing Docker ecosystems using natural language, allowing users to orchestrate containers, images, networks, and volumes through the Docker SDK.

19 tools

Code Indexer

663

A powerful repository indexing and analysis server that uses Tree-sitter for AST parsing and deep symbol extraction across multiple programming languages. It enables LLMs to perform intelligent searches, structure analysis, and file navigation through persistent project settings and real-time file monitoring.

13 tools

mcp-client-cli

657

A simple CLI to run LLM prompt and implement MCP client.

HiMarket

644

HiMarket is an enterprise-grade marketplace platform built on the Higress AI Gateway for managing, publishing, and distributing AI assets like Model APIs and MCP servers.

annas-mcp

643

An MCP server and CLI tool for searching and downloading documents from Anna's Archive using its JSON API.

2 tools

ClickHouse

641

An MCP server for ClickHouse and chDB that enables natural language querying of large datasets with read-only safeguards and support for both remote clusters and embedded engines.

4 tools

python-utcp

634

Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

3 tools

wcgw

630

A robust coding and shell agent that provides highly integrated terminal access, smart file editing with syntax validation, and context preservation for seamless task resumption.

7 tools

Mem0 (Long-Term Memory)

626

A long-term memory MCP server using Mem0 and PostgreSQL vector storage to provide AI agents with persistent, semantic memory capabilities.

3 tools

obsidian-mcp

616

An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.

12 tools

Cloudflare Workers

616

A CLI and bridge that translates Cloudflare Worker TypeScript methods into MCP tools, enabling LLMs to execute code and access Cloudflare's developer platform at the network edge.

1 tool

dingo

614

Dingo is a production-grade AI data quality evaluation platform that provides over 70 metrics to assess machine learning datasets, LLM training data, and RAG systems using rules, LLMs, and agents.

claude-config-composer

Needs Setup
589

A CLI tool and MCP server that generates and merges production-ready Claude Code configurations, including specialized agents, commands, and hooks for modern web frameworks and tools.

10 tools

OpenAPI Link

589

A gateway MCP server that dynamically transforms any OpenAPI V3 specification into MCP tools, enabling AI agents to interact with RESTful APIs without custom adapter code.

vibe

588

The Vibe MCP server provides intelligent assistance for the monday.com design system, helping developers discover component APIs, usage examples, and design best practices.

mcp-server-elasticsearch

585

A specialized MCP server that enables LLMs to interact with Elasticsearch clusters using natural language to list indices, inspect mappings, and execute search queries or ES|QL.

5 tools

mcp_excalidraw

582

An MCP server that enables AI agents to create and manipulate Excalidraw diagrams in real-time, featuring Mermaid diagram support and a live web-based canvas.

13 tools

yargi-mcp

581

A comprehensive MCP server providing access to Turkish legal databases including Supreme Courts, Constitutional Court, and various regulatory authorities with optimized Markdown retrieval.

22 tools

Blueprint

575

Blueprint is an MCP server that generates technical diagrams from text descriptions or code analysis using Nano Banana Pro, featuring asynchronous job management for high-quality architectural visualization.

3 tools

Open Web Search

560

A multi-engine web search MCP server that provides structured search results and article extraction from platforms like GitHub, CSDN, and Juejin without requiring API keys.

5 tools

flow-like

560

Flow-Like is a visual, type-safe workflow automation engine built in Rust that enables users to create complex, observable data pipelines and AI-powered automations with detailed audit trails.

VoiceMode

558

VoiceMode enables natural voice conversations with Claude by integrating OpenAI-compatible Speech-to-Text and Text-to-Speech services, supporting both cloud and local offline modes.

mcp-pointer

557

A bridging tool that allows AI coding agents to 'see' specific DOM elements selected by the user in a browser via an Option+Click shortcut. It converts visual selections into rich textual context including CSS, React components, and HTML attributes.

1 tool