AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Azure Resource Manager
MCP (Model Context Protocol) Server. Exposes Azure cloud resource management capabilities including subscription management, resource group operations, resource listing, and storage account validation through Azure SDK libraries with environment-based authentication.
Azure Cosmos DB
MCP (Model Context Protocol) Server. Bridges Azure Cosmos DB with language models, enabling database operations like product search, order retrieval, and weather data access through vector search capabilities for e-commerce applications.
Qdrant Vector Database
MCP (Model Context Protocol) Server. Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings
KaiaFun
MCP (Model Context Protocol) Server. Enables interaction with the KaiaFun memecoin platform for listing, buying, selling, and managing tokens on the Kaia blockchain.
Documentation Retrieval (Python Libraries)
MCP (Model Context Protocol) Server. Retrieves up-to-date documentation for Python libraries including LangChain, LlamaIndex, and OpenAI through targeted web searches and HTML content extraction.
Taiwan Weather (CWA)
MCP (Model Context Protocol) Server. Provides real-time weather data and forecasts for Taiwan through the Central Weather Administration API with Node.js and Docker deployment options.
GitHub PR Reviewer (Notion)
MCP (Model Context Protocol) Server. Integrates with GitHub's API to fetch, analyze, and document pull request changes, enabling automated code reviews and maintaining documentation of code changes in Notion.
Documentation Search
MCP (Model Context Protocol) Server. Provides a documentation search tool that retrieves the latest Python library documentation from LangChain, LlamaIndex, and OpenAI through targeted Google searches and content extraction.
ClimateTriage
MCP (Model Context Protocol) Server. Connects to the ClimateTriage API for searching and filtering open source climate change and sustainability issues across GitHub repositories, enabling developers to find and contribute to environmental projects.
Abell Static Site Generator
MCP (Model Context Protocol) Server. Enables AI assistants to interact with Abell static site generator for retrieving syntax documentation and scaffolding complete applications through the create-abell package.
Scenario AI
MCP (Model Context Protocol) Server. Provides a bridge to the Scenario.com API for generating images from text prompts and removing backgrounds from existing images through authenticated access with environment variables.
zk-mcp
A specialized MCP server that integrates the zk plain-text note-taking system with LLMs, allowing users to search, manage, and analyze note relationships.
ChromaDB
MCP (Model Context Protocol) Server. Provides direct access to ChromaDB vector database capabilities for semantic search and document management with customizable parameters for collection creation, document operations, and similarity searches.
Brewfather
MCP (Model Context Protocol) Server. Connects to Brewfather API for retrieving and analyzing homebrew inventory data, including detailed information about fermentables, hops, and yeasts for recipe formulation and brewing process planning.
Pipedream Workflow Components
MCP (Model Context Protocol) Server. Enables AI to configure and execute Pipedream workflow components across hundreds of apps and services without writing code, handling authentication flows and user credentials securely.
1inch Cross-Chain Swap
MCP (Model Context Protocol) Server. Execute cross-chain token swaps using 1inch Fusion+
WeChat Article MCP Server
A server that enables saving Markdown articles as WeChat Official Account drafts, featuring automatic image uploading and rendering of Mermaid diagrams into compatible formats.
LinkedIn Job Search
MCP (Model Context Protocol) Server. Provides a bridge between LinkedIn job listings and search capabilities through web scraping, enabling job discovery by title, location, and recency with comprehensive details including company information and URLs.
Naver Maps
MCP (Model Context Protocol) Server. Integrates with Naver Maps and Search APIs to provide accurate geocoding and local information retrieval services specifically optimized for Korean locations
Sticky Notes
MCP (Model Context Protocol) Server. Enables creation, reading, and management of personal notes directly within conversations through a lightweight text-based storage system
MongoDB
MCP (Model Context Protocol) Server. FastAPI-based server that connects MongoDB databases to AI assistants, enabling data access with comprehensive trace management and logging capabilities.
Protobuf Formatter
MCP (Model Context Protocol) Server. Formats Protocol Buffer (.proto) files with consistent indentation and standardized conventions for cleaner, more maintainable code
e-Stat Japan
MCP (Model Context Protocol) Server. Provides access to Japan's official statistics portal (e-Stat) with tools for searching tables, finding surveys, retrieving metadata, and fetching statistical data with filtering capabilities.
PRTS Gaming Platform
MCP (Model Context Protocol) Server. Provides agent messaging and web crawling capabilities for PRTS gaming platform data extraction using Puppeteer browser automation and Cheerio HTML parsing to gather structured information from web pages.
NetworkManager (nmstate)
MCP (Model Context Protocol) Server. Integrates with Linux NetworkManager through libnmstate library to query current network interface configurations and apply declarative YAML-based network state changes for system administration and troubleshooting.
Observe
MCP (Model Context Protocol) Server. Integrates with Observe platform for performance monitoring through OPAL queries, dataset management, monitor configuration, and semantic search of troubleshooting runbooks to enable natural language root cause analysis and system reliability investigations.
Materials Project
MCP (Model Context Protocol) Server. Integrates with the Materials Project database to search materials by elements or formula and retrieve detailed properties including formation energies, band gaps, crystal systems, and stability data for computational materials science research.
Animated Video MCP Server
An MCP server that executes Manim Python scripts to generate and render mathematical and programmatic animations directly from text-based instructions.
fr-torrent-search-mcp
An MCP server and API aggregator for searching and retrieving torrents from French providers like YggTorrent and La Cale, supporting magnet links and file downloads.
OpenAI Assistant MCP Server
A standardized MCP server for interacting with OpenAI's APIs, providing comprehensive tools for Chat Completion, Assistant management, and file handling for RAG-based workflows.