AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Accessibility Audit
Performs automated web accessibility audits following WCAG standards using axe-core and Puppeteer, generating detailed reports in Spanish with recommended solutions and code examples.
Draw.io Diagram Server
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.
jons-mcp-java
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.
DriftOS MCP Server
Enables intelligent semantic conversation routing that automatically branches, maintains, and routes between conversation topics instead of relying on entire conversation histories for context.
KDB
Gives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.
@praise25/mcp-server-mysql
MCP server for interacting with MySQL databases based on Node
ChainGPT AI News MCP Server
A specialized MCP server providing access to real-time AI-related crypto and Web3 news across 40+ blockchains and 20+ categories via the ChainGPT API.
mcacp
MCP-to-ACP bridge — let any MCP client drive ACP coding agents
Todoist MCP Server
Enables AI assistants to manage Todoist tasks, projects, comments, and labels through natural language commands. Provides complete CRUD operations securely via the Todoist REST API v2.
Dynamic Mockups
Enables AI assistants to generate product mockups by integrating with the Dynamic Mockups API. Supports browsing mockup catalogs, creating single or batch renders with design assets, and managing PSD templates.
Notes MCP Server
Personal note management server that enables creating, reading, updating, deleting, listing, and searching notes with support for titles, content, and tags.
e-Stat MCP
Enables access to Japan's official government statistics portal (e-Stat) API to search, retrieve, and analyze statistical data including census data, economic indicators, and demographic information across 17 statistical fields.
contract-scraper-mcp
An MCP server that scrapes verified smart-contract source code and ABIs across multiple blockchains.
MCP Server Builder
Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.
f0_make_randomvalues MCP Server
Enables random number generation with statistical analysis, CSV data storage, and data visualization capabilities. Provides interactive prompts for creating test datasets, analyzing data quality, and managing reproducible random data workflows.
PinePaper MCP Server
Enables AI assistants to create and animate graphics in PinePaper Studio using natural language, supporting text, shapes, behavior-driven animations, procedural backgrounds, and SVG export.
Azure DevOps MCP Server
Enables AI assistants to interact with Azure DevOps repositories and pull requests, including listing PRs, fetching diffs, adding comments, and performing automated code reviews.
n8n-fabric
Wraps n8n with an MCP server and vector storage to enable semantic search, management, and execution of automated workflows. It integrates with other tools to make workflows searchable and orchestratable within a larger automation ecosystem.
Truecaller Data2 MCP Server
Enables phone number identification and lookup using the Truecaller Data2 API to retrieve contact details and verification information.
Youtube138 MCP Server
Provides access to the Youtube138 API for searching videos, retrieving channel information, viewing comments, getting video details, and exploring trending content on YouTube.
Blender MCP Server
Enables AI agents to control Blender 3D through 27 tools for scene manipulation, materials, modifiers, animation, and rendering, with native Python integration built in Rust.
Product Recommendation System
Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.
Zoopla MCP Server
Enables access to UK property listings, price estimates, agent information, and market data through the Zoopla API for searching properties for sale or rent with detailed filters and analytics.
Yakpdf MCP Server
Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowing users to convert web content into PDF documents.
Auckland Transport MCP Server
Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.
accelerators
Vector embeddings, CloudFormation generation, and OAuth validation tools.
YouTube Media Downloader
Enables comprehensive YouTube data access including video details, playlists, channels, comments, search, and subtitle operations through the YouTube Media Downloader API.
aifais-mcp-server
Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.
Dexcom + Carb Search
Enables diabetes management by retrieving real-time glucose readings from Dexcom continuous glucose monitors and searching for carbohydrate content of foods to help make informed dietary decisions.
Autokirk MCP Server
Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.