AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Google Patents (SerpAPI)
An MCP server that enables searching the Google Patents database via SerpApi, supporting sophisticated filtering by date, status, country, and inventor.
DeepResearch
A stateful web research assistant that uses Firecrawl and GPT-4 to iteratively explore topics, extract content, and generate citation-rich scholarly reports.
dannet
DanNet is a comprehensive Danish WordNet and knowledge graph providing rich lexical relationships and semantic data via a SPARQL-accessible RDF graph.
Crawl-MCP
A comprehensive web extraction and analysis server that wraps crawl4ai, enabling automated scraping of websites, documents, and YouTube videos with AI-powered summarization and Google search integration.
AI Tasks
Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.
MalwareBazaar_MCP
- An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.
BGG MCP
- MCP to enable interaction with the BoardGameGeek API via AI tooling.
Umbraco CMS Developer
An MCP server that integrates AI agents with Umbraco CMS, providing secure access to the Umbraco Management API for automated content management and back-office tasks.
Flowbite
An official Flowbite MCP server that provides access to a comprehensive library of Tailwind CSS components and AI-powered tools for Figma-to-code conversion and custom theme generation.
Clay
A bridge to Clay's personal CRM platform that allows users to manage contacts, track interactions, and organize professional relationships through natural language queries.
TurboVault (Obsidian)
A production-grade Rust-based MCP server that connects AI models to Obsidian vaults, offering deep semantic search, link graph analysis, and atomic batch file operations.
Brazilian Law
- Agent-driven research on Brazilian law using official sources.
mermaid-mcp
Jira
A JIRA MCP server that enables AI models to search, create, and manage issues while optimizing payloads and cleaning rich content for context efficiency.
Claude API
A specialized MCP server that bridges Claude Desktop with the Anthropic API, allowing users to bypass standard interface limitations and utilize custom system prompts with extended context.
Serper
An MCP server that performs Google searches using Serper.
Google AI Studio
Integrates Google AI Studio's Gemini models into MCP to provide multimodal content generation, supporting images, video, audio, and documents like PDFs for analysis and conversion.
Kaggle
Integrates Claude with the Kaggle API to manage machine learning competitions, datasets, kernels, and pre-trained models via the Model Context Protocol.
whistle-mcp
A tool that allows AI assistants to manage Whistle proxy servers, enabling rule enforcement, group management, request interception, and replay via natural language.
Agent Hub MCP
A universal coordination layer that enables different AI agents to communicate, share project context, and collaborate on complex tasks through a central hub.
Cloudflare API
MCP (Model Context Protocol) Server. Integrates with Cloudflare's API to enable management of DNS, SSL/TLS, firewall rules, load balancing, and other cloud infrastructure services across multiple domains.
Inkeep RAG
MCP (Model Context Protocol) Server. Enables Claude to search and retrieve relevant documentation through Inkeep's RAG API, returning structured citation data for technical support and knowledge-based interactions.
RivalSearchMCP
A comprehensive MCP server for web research and trend analysis featuring advanced search capabilities, website crawling, and trend data extraction without requiring API keys.
Source to Knowledge Base
A powerful MCP server that converts source code repositories into searchable, AI-indexed knowledge bases with GPT-5 reasoning and intelligent code chunking.
Virtual location (Google Street View,etc.)
Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts)
Protonmail
MCP (Model Context Protocol) Server. Enables sending emails through Protonmail's SMTP service with support for multiple recipients, CC/BCC functionality, and both plain text and HTML content.
X (Twitter)
A comprehensive MCP server for X (Twitter) that integrates the standard v2 API with SocialData.tools to provide advanced research, analytics, and thread reconstruction capabilities without high-tier API requirements.
Text-to-GraphQL MCP Server
A multi-agent MCP server that uses LangGraph to convert natural language into GraphQL queries, with built-in schema introspection, validation, and execution capabilities.
CodeRabbit MCP Server
A specialized MCP server that allows LLMs to interact with CodeRabbit AI reviews on GitHub, facilitating the automated analysis, implementation, and resolution of AI-generated code suggestions.
WhatsApp Cloud API MCP Server
An MCP server that enables AI agents to interact with the WhatsApp Cloud API to send text and template messages, manage media, and monitor connection health.