AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
TimeCard MCP
A tool set that automates TimeCard timesheet management using Playwright browser automation, allowing users to submit hours, manage projects, and track activities through natural language.
Power BI MCP Server
A Power BI MCP server that enables AI assistants to manage workspaces, reports, and dashboards, execute DAX queries, and perform real-time data updates via push datasets.
MCP Storybook Image Generator
A professional-grade MCP server that leverages Google's Gemini AI to generate high-quality children's storybook illustrations across five distinct art styles along with matching narrative text.
IDA Pro Multi-Session
A multi-session MCP server for IDA Pro that enables concurrent binary analysis, malware research, and vulnerability discovery across multiple isolated processes.
mcp-hello-world
A Kotlin 'Hello World' example for the Model Context Protocol (MCP). This client-server demo uses STDIO for communication, where the client launches an MCP server to execute a simple 'greet' tool. Ideal for understanding MCP's fundamentals without complex LLM integrations.
Firecrawl
MCP (Model Context Protocol) Server. Integrates with Firecrawl API to provide web scraping and search capabilities, enabling extraction of markdown content from URLs and web search queries that return structured results.
Google Calendar
A Google Calendar MCP server that enables AI models to manage schedules by creating, listing, updating, and deleting events through a Google Service Account.
agent-orchestration
Agent Orchestration: MCP server enabling multi-agent collaboration with shared memory, task queue, resource locks, Cursor rules, and AGENTS.md workflows.
intervals-icu-mcp
MCP server enabling LLMs to interact with Intervals.icu - training data, wellness metrics, performance analysis, and workout planning
codeocean-mcp-server
The Code Ocean MCP server enables AI models to interact with the Code Ocean platform to search and execute computational capsules and pipelines while managing data assets.
Harbor MCP Server
A community-driven MCP server that allows AI models to manage Harbor container registries, enabling real-time interaction with projects, repositories, statistics, and system configurations.
sg-ai-dev-tools
Study group resources for AI development tools, focusing on LLMs, GenAI, and Agent architectures including Model Context Protocol (MCP)
mcp-toolz
A toolset for Claude Code that enables session continuity by persisting todos and development contexts while providing multi-AI feedback from ChatGPT, Claude, Gemini, and DeepSeek.
ai-intervention-agent
This MCP server enables real-time user intervention for AI agents, allowing users to review context and provide instructions through a dedicated Web UI to keep agents aligned with their intent.
semantic-metrics-modeling-assistant
MCP agent for semantic metrics governance with built-in trust scoring, lineage visualization, and conversational metric definition. Designed for data teams working with dbt, LookML, and modern semantic layers.
ClickUp
A ClickUp MCP server that enables AI models to fetch task details, authenticate workspaces, and manage project workflows through the ClickUp API.
Bug Bounty MCP Server
A comprehensive MCP server designed for automated bug bounty hunting and security reconnaissance, providing tools for subdomain discovery, vulnerability scanning, and traffic analysis. It includes automated scope validation and professional reporting for platforms like HackerOne and Bugcrowd.
mcp
Supermodel Model Context Protocol server. Generate code graphs in Cursor, Codex or Claude Code!
Cangje Docs
A specialized documentation indexing and retrieval server for the Cangjie programming language, providing smart document splitting, token-efficient search, and hierarchical navigation.
KeyVault Pro
A secure Model Context Protocol server that allows AI agents to safely access and use encrypted API keys from a local vault using AES-256-GCM encryption.
PENTEST-MCP-SERVER
AI-powered security testing for Claude Desktop. MCP server integrating 6 essential pentesting tools (nmap, nikto, sqlmap, wpscan, dirb, searchsploit) in a secure Kali Linux Docker container. Perform ethical security assessments through natural conversation.
Pluggy
MCP (Model Context Protocol) Server. Integrates with Pluggy's open banking platform to access financial account data and list available connectors across multiple banking institutions for financial applications and personal finance management.
Groww
A comprehensive MCP server for the Groww Trading API, enabling advanced Indian stock market operations including order management, portfolio tracking, live quotes, and extensive technical analysis indicators.
Linkd
A specialized MCP server for the Linkd API, enabling AI models to perform LinkedIn profile enrichment, contact retrieval, and deep research for sales and recruitment workflows.
droit-francais-mcp
A robust MCP server providing unified access to French legal data, including Légifrance for legislation and codes, and JudiLibre for judicial decisions and case law.
Apifox
A Model Context Protocol server that bridges Apifox API documentation with LLMs, allowing tools like Cursor to access and implement business logic based on API specifications.
Napkin AI
A professional MCP server that transforms text into infographics, mind maps, and flowcharts using the Napkin AI API, supporting direct export to S3, Google Drive, Slack, and Notion.
Base Blockchain
A bridge between LLMs and the Base blockchain network, enabling wallet management, balance inquiries, and transaction execution using natural language commands.
fastmcp-builder
A comprehensive Claude Code skill for building production-ready MCP servers using FastMCP. Includes reference guides, runnable examples, and a complete implementation with OAuth, testing, and best practices.
Deep Research MCP Server
A comprehensive web research server that leverages Tavily's Search and Crawl APIs to provide LLMs with structured data and documentation prompts for high-quality reporting.