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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

BaaS-MCP

Enables interaction with AIApp BaaS authentication system through keyword-based document search and automatic generation of framework-specific client code. Supports React, Next.js, Vue, and Vanilla JS with TypeScript integration and automatic project ID injection.

XMZ MCP Server

Enables AI models to interact with Tencent Cloud COS for cloud storage operations (upload, download, list files) and advanced media processing capabilities (image super-resolution, QR code recognition, video thumbnails, document conversion, and natural language-based file search).

ChartPane

Renders interactive Chart.js charts and dashboards inline in AI conversations.

Backlogr MCP Server

Enables AI assistants to create and manage development projects with structured backlogs, including tasks, requirements, and progress tracking. Provides a bridge between AI development assistants and project management workflows through standardized MCP tools.

Anki MCP

An enhanced MCP server that allows AI assistants to manage Anki flashcards, supporting deck creation, basic and cloze cards, and advanced searching via AnkiConnect.

6 tools

Playwright MCP Server

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages, take screenshots, generate test code, scrape web content, and execute JavaScript in real browser environments.

TerminusAI

Execute terminal commands locally or remotely via SSH with session persistence and environment variable support. Manage terminal sessions that maintain state for up to 20 minutes, enabling efficient command execution workflows. Connect using stdio or SSE for flexible integration with AI models and a

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

Berghain Events MCP Server

A server that allows AI agents to query and retrieve information about upcoming events at Berghain nightclub through a DynamoDB-backed FastAPI service.

SerpApi MCP Server

A SerpApi integration for the Model Context Protocol that provides access to real-time search results from major engines like Google, Bing, and DuckDuckGo.

1 tool

mcp-web-calc

A versatile MCP server providing web search, URL content extraction, and Wikipedia retrieval without API keys, combined with advanced mathematical evaluation capabilities.

6 tools

HubSpot MCP Server

Enables interaction with HubSpot CRM through a standardized API interface. Supports managing contacts, companies, deals, engagements, products, and associations with batch operations and advanced search capabilities.

Base MCP Server

Enables AI applications to interact with the Base blockchain network and Coinbase API, supporting wallet operations, smart contract deployment, token transfers, NFT management, DeFi lending through Morpho vaults, and onramp functionality.

partsiq

Parts research for IT hardware brokers: PN normalization, validation, and pricing

HubSpot MCP

Provides standardized access to HubSpot CRM API for managing contacts, companies, deals, leads, engagements, and associations with support for batch operations and advanced search capabilities.

Cloud MCP Calculator

A cloud-deployable math tool server that provides calculator capabilities to local LLM agents via the Model Context Protocol and Server-Sent Events. It allows instructors to host a centralized calculation engine that students can connect to from their local development environments.

GitHub MCP Server

Enables AI models to create and manage GitHub repositories, branches, and files directly through a personal access token. This Docker-friendly server facilitates repository administration and content updates without requiring a local clone.

MCP-CLIO

Exposes Creatio CLI (CLIO) commands as tools for AI agents to manage Creatio environments. It enables users to perform environment health checks, restart web applications, and execute raw CLI commands through a stateless HTTP transport.

ble-mcp-server

Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.

energyatit

Connect AI agents to energy infrastructure. Dispatch, attest carbon, read meters.

Fianu Compliance Intelligence MCP Server

Enables AI assistants to query software supply chain compliance data, including asset status, security vulnerabilities, and evidence lineage. It allows for natural language analysis of compliance posture, policy violations, and deployment blockers across an organization.

Local Stock Analyst MCP

Provides a suite of stock analysis tools for Claude, enabling real-time price tracking, financial data retrieval, and technical indicator calculations like RSI and MACD. It leverages Finnhub and Alpha Vantage APIs to deliver comprehensive market insights through the Model Context Protocol.

Redmine Analytics and Automation MCP Server

A comprehensive MCP server providing advanced Redmine project analytics, web automation via Playwright, and iTunes music integration. It enables detailed tracking of sprint metrics, bug counts, and team performance through a token-optimized tool architecture.

Excel Analytics MCP Server

Enables users to analyze local Excel and CSV files through natural language queries and a web dashboard while keeping data local. It supports saving specific analyses as reusable tools and building a custom analytics toolkit within Claude Desktop.

Zava Insurance MCP Server

Enables management of insurance claims, inspections, and contractors through interactive UI widgets and data tools. Users can view claim dashboards, update statuses, and query service provider information using natural language.

FastMCP Production-Ready Server

A production-ready MCP server that enables users to interact with Neo4j databases through health checks and Cypher query tools. It features a structured, containerized architecture with built-in support for Azure deployments and environment-driven configuration.

Blogger MCP Server

Enables AI assistants to interact with the Google Blogger API v3 to manage blog posts and metadata. It supports the full post lifecycle including creating, updating, publishing, and deleting content through natural language.

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

MCP Software Engineer

A comprehensive development server that transforms Claude into a full-stack engineer, supporting the entire software lifecycle from project scaffolding and database management to testing and cloud deployment.

42 tools

Backend Architect MCP Server

A specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.