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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Gemini CLI

2

Bridges code2prompt with Google's Gemini models to provide comprehensive architectural reviews and targeted analysis of large codebases using Gemini's 1M token context window.

2 tools

DexScreener

2

A DexScreener-powered MCP server for tracking and analyzing decentralized exchange (DEX) liquidity pools, calculating total liquidity, and providing real-time market metrics across multiple blockchains.

1 tool

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

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

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.

Pentest Tools

2

A specialized MCP server that integrates industry-standard penetration testing tools like Nmap, Nuclei, and Hydra for automated security assessments and vulnerability discovery.

Nylas

2

MCP (Model Context Protocol) Server. Bridges email, calendar, and contact APIs across multiple providers, enabling dynamic code generation and authentication abstraction for unified communication integrations.

Lodgify MCP Server

2

A Model Context Protocol server that integrates with the Lodgify API to manage vacation rental properties, bookings, and availability calendars.

7 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.

EVE Online EST

2

Provides EVE Online Server Time (EST) and maintenance downtime calculations to help players track the daily 11:00-11:15 UTC maintenance window.

1 tool

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

Gmail

2

MCP (Model Context Protocol) Server. Integrates with Gmail's API to enable email operations including sending, receiving, and managing emails for automation and workflow integration

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

Social Media Search API — Twitter, Instagram, Reddit, TikTok (XPOZ)

2

Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API keys.

Sui Butler

2

A comprehensive MCP server for the Sui blockchain ecosystem that provides tools for wallet management, token swaps via Cetus, Move smart contract development, and real-time market data through Pyth oracles.

24 tools

reptor-mcp

2

A robust MCP server that exposes SysReptor pentest reporting and automation features by wrapping the reptor CLI, enabling AI agents to manage findings, projects, and security templates.

9 tools

FreeAgent

2

MCP (Model Context Protocol) Server. Integrates with FreeAgent API to enable time tracking management, including timeslip and timer operations for project tracking and reporting.

4 tools

godoc-mcp

2

Provides real-time access to Go package documentation, function signatures, and type definitions directly from pkg.go.dev, enabling LLMs to stay current with the fast-moving Go ecosystem.

6 tools

CIViC

2

MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research.

2 tools

Google Drive & Sheets

2

MCP (Model Context Protocol) Server. Integrates with Google Drive and Google Sheets to enable document searching, content reading, and spreadsheet manipulation through OAuth authentication and resource-based access.

4 tools

Scanpy-MCP

2

A natural language interface for single-cell RNA sequencing analysis using the Scanpy library, enabling complex transcriptomics workflows like preprocessing, clustering, and visualization via the Model Context Protocol.

Kubernetes

2

MCP (Model Context Protocol) Server. Integrates with Kubernetes clusters to enable direct pod, deployment, and service management operations through specialized FastMCP tools, eliminating the need to switch between AI conversations and command-line interfaces for DevOps workflows.

IACR Cryptology ePrint Archive

2

MCP (Model Context Protocol) Server. Bridges AI models with the IACR Cryptology ePrint Archive, enabling efficient extraction and analysis of cryptographic research papers.

2 tools

Browser Operator

2

MCP (Model Context Protocol) Server. Enables Claude to control web browsers through Playwright for automated navigation, form filling, and element interaction while maintaining persistent sessions and supporting manual intervention for sensitive tasks.

21 tools

spaceship-mcp

Needs Setup
2

MCP server for managing domains, DNS records, and marketplace listings via the Spaceship API

AI Peer Review MCP Server

2

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness.

1 tool

Name.com MCP Server

2

A comprehensive domain management MCP server that dynamically generates tools from the Name.com OpenAPI specification for tasks like registration, DNS management, and transfers.

Time MCP Server

2

A utility server that provides real-time clock information and timezone conversion using IANA timezone names with automatic system detection.

2 tools