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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Puppeteer

1

MCP (Model Context Protocol) Server. Enables browser automation within Home Assistant through Puppeteer, providing web navigation, element interaction, screenshot capture, and JavaScript execution capabilities in a containerized environment.

7 tools

OpenFEC

1

MCP (Model Context Protocol) Server. Provides access to Federal Election Commission campaign finance data through the OpenFEC API, enabling searches for candidates, committees, contributions, and expenditures with comprehensive error handling and rate limiting.

12 tools

LangGraph Nutrition Analyzer

1

An AI-powered nutrition assistant that identifies food items from images, retrieves caloric and protein data via Nutritionix, and provides health insights using Wikipedia Integration.

DAM Butler (Breville Brandfolder)

1

An intent-based MCP server that integrates Breville's Brandfolder DAM with AI, enabling natural language discovery of regional brand assets, product photography, and marketing materials.

1 tool

Iconfont

1

A Model Context Protocol server that integrates with Iconfont.cn, China's largest icon library, to facilitate searching and retrieving icon data for design and UI development workflows.

BirdStats

1

A platform that integrates BirdNET-Pi bird detection data with eBird observations to enable comparative ecological analysis and visual reporting.

Twitch

1

A Twitch integration for MCP that provides access to the Helix and GraphQL APIs for managing channel data, stream metrics, user profiles, and video comments.

Metaplex

1

MCP (Model Context Protocol) Server. Bridges Metaplex documentation and repositories, enabling searches and retrievals for Solana NFT development workflows.

Job & Stock Analysis (NSE)

1

A starter MCP server for Puch AI that provides tools for job market analysis, job searching via URL or natural language, and basic image processing functions.

5 tools

Solana Blockchain

1

MCP (Model Context Protocol) Server. Enables interaction with the Solana blockchain for deploying tokens, fetching asset information, checking balances, transferring funds, minting NFTs, trading, and resolving domains without switching context.

11 tools

MarkItDown

1

MCP (Model Context Protocol) Server. Converts various file formats including PDF, PowerPoint, Word, Excel, images, audio, HTML, and text-based formats to Markdown through a simple '/md' command.

1 tool

Adjust

1

MCP (Model Context Protocol) Server. Integrates with Adjust API to enable natural language queries for marketing analytics data, including campaign performance metrics and reports without leaving your chat interface.

Ankr (Blockchain Data)

1

An MCP server that provides access to blockchain data via the Ankr API, allowing users to query token balances and wallet assets across multiple networks.

1 tool

Perplexity AI

1

MCP (Model Context Protocol) Server. Integrates with Perplexity AI to enable advanced search, documentation retrieval, and conversational capabilities for AI systems and developers.

SSH Tools

1

MCP (Model Context Protocol) Server. Provides a secure SSH interface for connecting to remote servers, executing commands, and maintaining persistent sessions throughout conversations for system administration and server management tasks.

3 tools

DALL-E 3 Image Generator

1

MCP (Model Context Protocol) Server. Enables image creation using OpenAI's DALL-E 3 model through a local server that accepts text prompts and saves generated images to the user's desktop.

1 tool

Upload File

1

MCP (Model Context Protocol) Server. Provides a bridge for efficient file uploads within AI-assisted workflows, enabling seamless integration of file handling capabilities into existing systems.

CheerLights

1

MCP (Model Context Protocol) Server. Connects Claude to the CheerLights IoT ecosystem, enabling retrieval of current colors and history from the global light synchronization project through the ThingSpeak API.

5 tools

MSSQL Database Query

1

MCP (Model Context Protocol) Server. Enables direct SQL query execution against MSSQL databases through a FastMCP-powered server with Docker containerization for seamless data analysis and manipulation.

JIRA

1

MCP (Model Context Protocol) Server. Integrates with Atlassian JIRA to enable direct issue management, including searching, creating, updating, and transitioning tickets without leaving your conversation interface.

9 tools

MemoBase

1

MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and the MemoBase API for managing conversation context and personal knowledge through JSON-RPC over stdio, enabling persistent user data storage and contextual information retrieval during conversations.

11 tools

CoinGecko

1

MCP (Model Context Protocol) Server. Integrates with CoinGecko's cryptocurrency API to provide real-time market data, pricing information, and detailed coin analytics through both REST endpoints and JSON-RPC 2.0 methods with automatic fallback between free and Pro API access.

Notes

1

MCP (Model Context Protocol) Server. Manages markdown notes in a specified directory with tools for creating, reading, updating, and listing files while tracking timestamps and maintaining UTF-8 encoding

4 tools

MCP Installer

1

MCP (Model Context Protocol) Server. Simplifies MCP server installation through natural language commands, handling package management, environment configuration, and automatic Claude Desktop setup without manual editing.

ArXiv MCP Server

1

Enables AI assistants to search arXiv's research repository, download papers, and access their content programmatically. Includes specialized prompts for comprehensive academic paper analysis covering methodology, results, and implications.

Mevzuat MCP

1

A tool for programmatic access to the Turkish Ministry of Justice Legislation Information System, allowing users to search laws, navigate article hierarchies, and retrieve content in Markdown.

3 tools

Google Ads MCP Server

1

A programmatic interface for managing Google Ads, enabling campaign controls, budget updates, and real-time performance analytics directly through MCP.

8 tools

Bürokratt MCP Server

1

A specialized MCP server that provides AI coding guidelines, domain-specific language rules, and development tools for the Bürokratt ecosystem, covering Ruuter YAML, SQL, and frontend modules.

3 tools

grammarly-mcp

1

A browser-automation based MCP server that integrates Grammarly's AI detection and plagiarism scoring with LLM-powered text optimization.

1 tool

generate-hypothesis-mcp

1

A specialized AI research assistant that automates the generation of research hypotheses by searching academic databases like ArXiv and processing findings using multi-agent collaboration (MoA).

3 tools