AI & ML
Embeddings, Vector DBs, and machine learning tools
5,471 servers in this category
linkedin-mcp-server
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.
Just Prompt (Multi-LLM Provider)
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.
Apify
Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more
MassGen
🚀 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
12306-mcp
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
A server that flexibly fetches HTML, JSON, Markdown, or plaintext.
Octocode
AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and NPM realms in realtime
Docker Compose
A comprehensive MCP server for managing Docker ecosystems using natural language, allowing users to orchestrate containers, images, networks, and volumes through the Docker SDK.
Code Indexer
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.
mcp-client-cli
A simple CLI to run LLM prompt and implement MCP client.
HiMarket
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
An MCP server and CLI tool for searching and downloading documents from Anna's Archive using its JSON API.
ClickHouse
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.
python-utcp
Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
wcgw
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.
Mem0 (Long-Term Memory)
A long-term memory MCP server using Mem0 and PostgreSQL vector storage to provide AI agents with persistent, semantic memory capabilities.
obsidian-mcp
An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes.
Cloudflare Workers
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.
dingo
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
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.
OpenAPI Link
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
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
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.
mcp_excalidraw
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.
yargi-mcp
A comprehensive MCP server providing access to Turkish legal databases including Supreme Courts, Constitutional Court, and various regulatory authorities with optimized Markdown retrieval.
Blueprint
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.
Open Web Search
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.
flow-like
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
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
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.