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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Document Generator MCP

2

A professional document generation server that converts Markdown and natural language into formatted Word and PDF files with syntax highlighting and smart pagination.

2 tools

PyPI MCP Server

2

A tool that enables AI assistants to search the Python Package Index (PyPI), retrieve detailed package metadata, version histories, and download statistics.

4 tools

MCP Server Starter Template

2

A template for building MCP servers that expose UI component registries and design systems to AI assistants, supporting shadcn/ui style registry formats.

3 tools

SABIS MCP Server

2

A specialized MCP server that uses Puppeteer to automate the retrieval of academic grades and course assessment details from Sakarya University's SABIS student information system.

1 tool

RayBridge

2

Bridges locally installed Raycast extensions to any MCP-compatible client via stdio or HTTP. It enables headless execution of extension logic by shimming UI components and leveraging existing OAuth tokens.

Tiny Chat

2

A lightweight RAG system providing an MCP server interface for searching and interacting with Qdrant vector-based knowledge bases. It enables retrieval-augmented generation and search across specialized collections through a standardized API.

sqlew

Validated
2

Automated ADR (Architecture Decision Records) for Claude Code - MCP server with SQL-backed decision repository

7 tools

MCP Oracle Server

2

A Node.js MCP server providing secure, read-only access to Oracle databases for executing SELECT queries and exploring schema structures.

3 tools

MCP Salesforce Lite

2

A lightweight MCP server that provides AI assistants with secure access to Salesforce CRM data, supporting SOQL queries, metadata exploration, and CRUD operations via OAuth 2.0.

8 tools

GoPluto AI

2

GoPluto MCP provides your AI assistant with live access to human expert service knowledge, provider matching rules, and code snippets for seamless service integration.

4 tools

wuxing-search-mcp

2

Wuxing Search MCP is a powerful, unlimited search server built on top of SearXNG. It integrates seamlessly with Claude Code via the Model Context Protocol, providing free and unlimited search capabilities by aggregating results from 100+ search engines.

Pikud Haoref Alert System

2

A real-time emergency alert MCP server that provides AI assistants with live data from the Israeli Home Front Command (Pikud Haoref), featuring intelligent city matching and event-driven updates for rocket alerts, earthquakes, and other hazards.

3 tools

Scrapbox AI Assistant

2

A tool to connect Scrapbox knowledge bases to Claude for advanced search, relationship analysis, and creative support using the Model Context Protocol.

3 tools

MCP Pyrefly

2

A Python validation server that combines Pyrefly's high-speed type checking with a gamified reward system designed to motivate LLMs to fix code errors through psychological reinforcement.

7 tools

MediaWiki

2

A comprehensive MCP server for interacting with any MediaWiki-based wiki, including Wikipedia and Fandom. It enables searching, reading, link analysis, content quality auditing, and authenticated editing or file uploads.

36 tools

KTME - Knowledge Tracking & Management Engine

2

A documentation automation server that tracks Git changes from GitHub or GitLab and uses AI to generate and maintain documentation in Markdown or Confluence via MCP.

4 tools

MCP Server Police UK

2

A comprehensive MCP server providing tools to query the official police.uk API for street-level crime data, police force details, local neighbourhood policing information, and stop-and-search statistics across the UK.

21 tools

Bing CN MCP Enhanced

2

A specialized MCP server optimized for Chinese Bing searches and webpage scraping that requires no API keys, enabling AI models to browse localized web content.

4 tools

Chaitin IP Intelligence Search Tool

2

An IP intelligence analysis tool that queries Chaitin's global honeypot network and millions of defense nodes to provide real-time IP profiling, threat alerts, and reputation scoring.

Povio Worklog MCP Server

2

A Model Context Protocol server that automates Povio worklog management by analyzing git commits, enhancing descriptions with AI, and posting entries directly to the Povio dashboard.

4 tools

Notion MCP Server

2

A cloud-ready MCP server that connects Claude Desktop to Notion via SSE, featuring bearer authentication and security headers for safe CRUD operations.

Gmail MCP Server

2

A robust Gmail integration for MCP that offers 25+ tools for AI-powered email categorization, advanced multi-criteria search, automated cleanup policies, and secure multi-format archival and export.

29 tools

RSK MCP Server - Rootstock Blockchain Tools

2

A comprehensive MCP server for the Rootstock (RSK) blockchain that enables wallet management, secure token transfers, and advanced smart contract deployment, verification, and interaction.

7 tools

EndNote Library Reader

2

An MCP server that enables programmatic access to EndNote .enl libraries, allowing users to list metadata, search references, and extract full text from attached PDFs.

4 tools

AutoCAD MCP Server

2

A Python-based MCP server that allows AI agents to control a running AutoCAD instance on Windows to programmatically create geometric shapes such as lines, circles, and polylines.

6 tools

Business Central MCP Server

2

A specialized MCP server for Microsoft Dynamics 365 Business Central that enables AI clients to manage customers, items, and sales orders through natural language.

5 tools

Lenny RAG MCP Server

2

Provides hierarchical RAG over 299 Lenny Rachitsky podcast transcripts for product development brainstorming and insight retrieval. It enables semantic search across topics, insights, and examples to surface expert advice on product management and growth.

Codex MCP Server

2

A bridge between AI assistants and the local Codex engine for deep, project-level code reviews, automated refactoring, and context-aware bug fixes.

4 tools

MCP-Booster

2

MCP-Booster is a comprehensive development assistant providing continuous chain-of-thought reasoning (CoConuT) and corporate memory systems to automate task planning, code execution, and quality validation.

MCP-Pushover Bridge

2

An MCP server that enables AI assistants like Claude to send push notifications to mobile devices via the Pushover API, complete with configurable priority and sounds.

1 tool