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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Clink MCP Server

Enables agentic coordination by connecting humans and AI agents through group messaging, project tracking, and milestone management. It provides tools for consensus voting, progress checkpoints, and multi-session collaboration across various agentic platforms.

MCP Resume Scorer with Leaderboard

Enables AI-powered resume scoring and feedback through secure Google OAuth authentication. Provides FastAPI endpoints for resume evaluation with plans for leaderboard visualization and competitive scoring features.

MCP Midjourney

A comprehensive MCP server that enables AI image and video generation through Midjourney via the AceDataCloud API, supporting translation, editing, and task management.

14 tools

PsUtil MCP Server

Provides tools for obtaining system CPU and memory statistics through FastAPI endpoints exposed via MCP.

Agents Library MCP Server

Enables access to agent instruction files and prompts for AI development workflows. Provides tools to retrieve and list development rules, security checks, and common prompts from an agents library through MCP protocol.

File-Editor-MCP

An MCP server that automates resume tailoring by using LibreOffice to programmatically update specific sections of an .odt template based on job requirements.

MCP Data Analytics Server

A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.

Hivemind

Hivemind is a community-driven MCP server providing instant access to 16,000+ searchable troubleshooting solutions and coding fixes with smart ranking based on community feedback.

Taiwan Health MCP Server

Integrates Taiwan-specific medical data including ICD-10 codes, FDA drug databases, and nutrition information into the Model Context Protocol. It enables AI models to query clinical guidelines, verify medical codes, and convert health data into FHIR R4 standardized formats.

Fast Mode MCP Server

Enables AI assistants to convert, validate, and deploy websites to the Fast Mode CMS platform while managing content collections and schemas. It provides tools for template validation, CMS item management, and automated site deployment directly from the model context.

Puch AI MCP Starter

A starter template for creating MCP servers that work with Puch AI, including built-in tools for job searching (analyze descriptions, fetch postings, search opportunities) and basic image processing. Features bearer token authentication and ready-to-deploy setup for extending Puch AI with custom tools.

Agentic AI with MCP

A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.

MCP Starter for Puch AI

A template MCP server that provides job searching tools (analyze descriptions, fetch postings, search opportunities) and basic image processing capabilities. Includes built-in authentication and is designed to work seamlessly with Puch AI.

mcp-labrat

An MCP server that enables interaction with CalDAV calendars to manage events and check availability through natural language or voice commands. It provides specific tools for listing, searching, and creating calendar entries using an OpenAI-compatible interface.

LibreOffice MCP Server

Enables AI assistants to create, read, edit, and manipulate LibreOffice documents with support for track changes, comments, search/replace, and real-time document operations through a native extension or HTTP API.

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

Taiwan Stock Agent

Provides comprehensive Taiwan stock market data and analysis through MCP tools. Enables querying real-time stock prices, historical data, company information, technical analysis, and market overviews for TWSE and TPEx listed companies.

Elysia MCP Starter

A template for building Model Context Protocol servers using Elysia and Bun runtime, enabling LLM clients like Claude Desktop and Cody to access custom tools, prompts, and data resources.

Talk to Figma MCP

Allows Cursor AI to communicate with Figma for reading designs and modifying them programmatically through a Model Context Protocol integration.

Highrise MCP Server by CData

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

Sugar CRM MCP Server by CData

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

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

Bullhorn CRM MCP Server by CData

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

vigo-mcp

AI-powered Hong Kong SFC regulatory intelligence. Bilingual EN/ZH compliance queries.

SuiteCRM MCP Server by CData

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

Oracle Sales MCP Server by CData

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

Ecovacs MCP Server

A control server that enables AI assistants to interact with Ecovacs robot vacuums through MCP protocol, supporting device listing, cleaning control, charging control, and status queries.

mcp-server

Bridge MCP servers to the AGENIUM agent:// network with DNS resolution and mTLS

brain-protocol

Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud

@amplis/mcp-server

MCP server for AMPLIS - connect Claude, Cursor, and other AI tools to your live consulting data