AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Redis
MCP (Model Context Protocol) Server. Integrates with Redis and AWS MemoryDB for fast, in-memory data storage and retrieval, enabling caching, session management, and real-time analytics.
Atlan Data Catalog
MCP (Model Context Protocol) Server. Provides a bridge between AI agents and Atlan data catalog services for searching, retrieving, traversing lineage, and updating asset metadata through the pyatlan SDK
Email SMTP
A simple MCP server that lets your AI agent send emails and attach files through SMTP.
Gyazo
Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data.
Writer Blog Search (Substack & Medium)
MCP (Model Context Protocol) Server. Connect to your Substack/Medium blogs via their RSS feeds, fetches your posts, and permanently caches them locally. It also generates embeddings for each post, enabling semantic search to find the most relevant essays based on your queries.
Gemini Image Generator
MCP (Model Context Protocol) Server. Enables AI image generation using Google's Gemini 2.0 Flash model with intelligent prompt engineering, automatic filename creation, and configurable local storage.
Ton Blockchain MCP
An MCP server for interacting with Ton Blockchain.
PuzzleBox
MCP (Model Context Protocol) Server. Hosts finite state machines as dynamic resources that clients can subscribe to for real-time updates, enabling coordination between multiple agents working on long-horizon tasks through shared state transitions and valid actions.
Jira
MCP (Model Context Protocol) Server. Integrates with Jira to enable automated ticket management, project oversight, and streamlined communication through JQL queries and comprehensive API operations.
Headless IDA Pro
MCP (Model Context Protocol) Server. Enables reverse engineering of binary files through IDA Pro's headless mode, providing tools for function analysis, disassembly, decompilation, and code annotation for security research workflows.
Algolia
Use AI agents to provision, configure, and query your Algolia search indices.
React Native Storybook
MCP (Model Context Protocol) Server. Integrates with Storybook to enable retrieval and management of stories from specified configuration directories, facilitating AI-assisted story handling in React Native projects.
OMOP MCP
Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization.
Semgrep
An MCP server that integrates the Semgrep static analysis engine into AI assistants, providing tools for security scanning, vulnerability detection, and code quality monitoring.
dannet
DanNet is a comprehensive Danish WordNet and knowledge graph providing rich lexical relationships and semantic data via a SPARQL-accessible RDF graph.
Google Patents (SerpAPI)
An MCP server that enables searching the Google Patents database via SerpApi, supporting sophisticated filtering by date, status, country, and inventor.
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.
RAG Documentation Search
An MCP server that enables RAG (Retrieval-Augmented Generation) capabilities for AI assistants by indexing, queuing, and searching web documentation through vector embeddings.
Terminal
MCP (Model Context Protocol) Server. Enables AI systems to execute terminal commands in local or remote environments through a TypeScript-based server supporting both standard I/O and SSE communication modes.
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.
BGG MCP
- MCP to enable interaction with the BoardGameGeek API via AI tooling.
Cerebra Legal
MCP (Model Context Protocol) Server. Provides specialized legal reasoning tools for structured analysis, follow-up questioning, and professional document formatting across multiple legal domains including ANSC contestations, consumer protection, and contract analysis.
AI Tasks
Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports.
Freepik
A Model Context Protocol server that integrates Freepik's API to provide AI assistants with capabilities for image generation, icon searching, and multimedia resource management.
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.
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.
Solana
MCP (Model Context Protocol) Server. Integrates with Solana blockchain to enable natural language querying of account data, transactions, and network status.
Schwab
A specialized MCP server that bridges Schwab brokerage accounts with LLMs, enabling secure access to real-time market data, account management, and supervised trading capabilities.
Cursor Chat History
A development tool that connects Cursor chat history with git commits, allowing AI assistants to retrieve the original conversation context and decision-making history behind specific code changes.
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.