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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Google Patents (SerpAPI)

24

An MCP server that enables searching the Google Patents database via SerpApi, supporting sophisticated filtering by date, status, country, and inventor.

1 tool

DeepResearch

24

A stateful web research assistant that uses Firecrawl and GPT-4 to iteratively explore topics, extract content, and generate citation-rich scholarly reports.

4 tools

dannet

24

DanNet is a comprehensive Danish WordNet and knowledge graph providing rich lexical relationships and semantic data via a SPARQL-accessible RDF graph.

Crawl-MCP

24

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.

13 tools

AI Tasks

24

Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.

18 tools

MalwareBazaar_MCP

24

- An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

4 tools

BGG MCP

24

- MCP to enable interaction with the BoardGameGeek API via AI tooling.

10 tools

Umbraco CMS Developer

Failed
24

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

Needs Setup
24

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.

2 tools

Clay

24

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)

24

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.

44 tools

Brazilian Law

24

- Agent-driven research on Brazilian law using official sources.

3 tools

mermaid-mcp

24

Jira

24

A JIRA MCP server that enables AI models to search, create, and manage issues while optimizing payloads and cleaning rich content for context efficiency.

7 tools

Claude API

24

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.

3 tools

Serper

24

An MCP server that performs Google searches using Serper.

13 tools

Google AI Studio

24

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.

1 tool

Kaggle

24

Integrates Claude with the Kaggle API to manage machine learning competitions, datasets, kernels, and pre-trained models via the Model Context Protocol.

1 tool

whistle-mcp

24

A tool that allows AI assistants to manage Whistle proxy servers, enabling rule enforcement, group management, request interception, and replay via natural language.

30 tools

Agent Hub MCP

24

A universal coordination layer that enables different AI agents to communicate, share project context, and collaborate on complex tasks through a central hub.

8 tools

Cloudflare API

24

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.

1 tool

Inkeep RAG

24

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.

1 tool

RivalSearchMCP

24

A comprehensive MCP server for web research and trend analysis featuring advanced search capabilities, website crawling, and trend data extraction without requiring API keys.

18 tools

Source to Knowledge Base

24

A powerful MCP server that converts source code repositories into searchable, AI-indexed knowledge bases with GPT-5 reasoning and intelligent code chunking.

4 tools

Virtual location (Google Street View,etc.)

Needs Setup
24

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)

19 tools

Protonmail

23

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.

1 tool

X (Twitter)

23

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.

38 tools

Text-to-GraphQL MCP Server

23

A multi-agent MCP server that uses LangGraph to convert natural language into GraphQL queries, with built-in schema introspection, validation, and execution capabilities.

5 tools

CodeRabbit MCP Server

23

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.

5 tools

WhatsApp Cloud API MCP Server

23

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.

4 tools