AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Browser Monitoring MCP Server
Opens a browser to monitor and retrieve console logs and network requests, providing structured data about web page behavior to LLMs.
Loveable.dev MCP Server
A Model Context Protocol server that enables users to create, check status, and get details of projects on Loveable.dev, a platform for quickly creating applications.
MCP TypeScript Simple Template
A foundation for creating custom Model Context Protocol servers that can integrate with AI systems, providing a simple BMI calculator tool as an example implementation.
MCP Server
A multi-functional computing platform server designed to integrate with large language models like Qwen, providing file access, database connections, API integration, and vector database functionality.
mcp-cortellis
An MCP server enabling AI assistants to search and analyze pharmaceutical data through Cortellis. Features comprehensive drug search, ontology exploration, and real-time clinical trial data access.
FigmaMind MCP Server
Extracts components from Figma designs and transforms them into standardized JSON format for easy consumption by AI models and tools for interface reconstruction.
UNO-MCP
Unified Narrative Operator, seamlessly enrish and expand text, 5-in-1 Agentic design.
EVM MCP Server
Comprehensive Model Context Protocol server that enables AI agents to interact with 30+ Ethereum-compatible blockchain networks, supporting token transfers, smart contract interactions, and ENS name resolution through a unified interface.
Transcripter MCP Server
A Model Context Protocol server that provides AI-powered features for the Transcripter project, including tools for searching and summarizing transcriptions and resources for accessing transcription and analysis data.
Crossmint HR Airdrop MCP
Helps corporate HR teams airdrop Solana tokens to employees with support for role-based allocation and automated email notifications.
JavaScript MCP Server
A server that enables AI assistants to execute JavaScript code with persistent context through stateful REPL sessions, file operations, and package management features.
Quick-start Auto MCP
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in Claude Desktop and Cursor, providing RAG functionality, Dify integration, and web search capabilities.
Bash MCP (Master Control Program)
A TypeScript application that allows Claude to safely execute bash commands with security safeguards including whitelisted commands, directories, and comprehensive logging.
Airtable MCP
Enables AI-powered applications to access and manipulate Airtable data directly from your IDE, supporting operations like querying, creating, updating, and deleting records through natural language commands.
Chronicle SecOps MCP Server
An MCP server for interacting with Google's Chronicle Security Operations suite, enabling users to search security events, get alerts, look up entities, list security rules, and retrieve IoC matches.
GitHub Notifications MCP Server
An MCP server that enables AI assistants like Claude to help users manage their GitHub notifications through natural language commands.
MCP API Service
A Model Context Protocol (MCP) server that interacts with system APIs, allowing users to check connections, search employees, register breakfast, and update chemical information by shifts.
Memory MCP Server
A long-term memory storage system for LLMs that helps them remember context across multiple sessions using semantic search with embeddings to provide relevant historical information from past interactions and development decisions.
MCP Server for Agent8
A server implementing the Model Context Protocol (MCP) to support Agent8 SDK development by providing system prompts and code example search capabilities through stdio and SSE transports.
GitHub Workflow Debugger MCP
A utility that helps diagnose and fix GitHub Actions workflow failures by analyzing run logs, identifying common failure patterns, and suggesting specific fixes through a structured decision tree.
YaVendió Tools
An MCP-based messaging system that allows AI systems to interact with various messaging platforms through standardized tools for sending text, images, documents, buttons, and alerts.
Harvest Time Tracking MCP Server
A Model Context Protocol server implementation that wraps Harvest's REST API, enabling seamless interaction with Harvest's time tracking, client, project, and reporting features through MCP clients.
YouTube MCP Integration
An MCP server that enables LLMs to search YouTube, retrieve video information, and access video transcripts through standardized tools.
Flow MCP Server
A Model Context Protocol server that enables AI agents to interact with the Flow blockchain through RPC calls, supporting account balances, script execution, transactions, domain resolution, and contract interactions.
TweetBinder by Audiense MCP Server
Allows Claude and other MCP-compatible AI models to access TweetBinder by Audiense analytics data, enabling analysis of hashtags, users, and conversations on Twitter/X with engagement metrics, sentiment analysis, and report generation.
Wordware MCP
A Master Control Program server that allows developers to run Wordware AI flows locally, enabling integration of Wordware's AI capabilities directly into local development environments.
Wisdom Layer MCP
A metacognitive advisor for Claude that provides strategic guidance, plan distillation, and mistake tracking to enhance Claude's reasoning capabilities.
Metabase Server MCP
Enables AI assistants to interact with Metabase, providing access to dashboards, questions, databases, and tools for executing queries and viewing data through natural language.
Filesys
A Filesystem MCP server that allows an LLM to read and list files from a specified directory on your local machine through the Model Context Protocol.
Unraid MCP Server
A Python-based server that enables AI assistants to interact with an Unraid server through the official Unraid GraphQL API, providing read-only access to system information, Docker containers, VMs, storage, and more.