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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

VS Code Settings MCP Server

Provides programmatic management of Visual Studio Code configurations, allowing AI assistants to read, update, and list settings across user and workspace scopes on Windows, macOS, and Linux.

3 tools

User Steps MCP Server

An MCP server that enables AI agents to guide users through manual tasks using an interactive terminal-based checklist UI with real-time feedback and step dependencies.

1 tool

E*TRADE MCP Server

A specialized MCP server for the E*TRADE API that allows LLMs to retrieve real-time stock quotes, batch market data, and detailed options chains with Greeks using natural language.

5 tools

GST Insights API MCP Server

A specialized MCP server for accessing the GST Insights API to retrieve and validate Indian Goods and Services Tax (GST) registration details, filing histories, and business addresses using GSTIN, PAN, or company names.

8 tools

Repomix MCP Server

An MCP server that packs local or remote code repositories into single, AI-optimized files with support for token estimation and compression. It helps developers efficiently feed entire codebases into AI models while staying within context window limits.

2 tools

TrendRadar

A real-time hotspot monitoring and news aggregation MCP server that tracks trending topics across 11+ platforms and provides AI-powered analysis, trend tracking, and multi-channel notifications.

14 tools

pabal-web-mcp

A specialized MCP server for converting App Store Optimization (ASO) metadata into Web SEO content, facilitating the creation of synchronized websites and automated blog generation from app store data.

8 tools

Agoric Dev MCP Server

Provides AI assistants with a comprehensive toolkit for developing, testing, and deploying smart contracts on the Agoric blockchain, focusing on Zoe framework and ERTP asset handling.

Ping MCP Server

A network utility MCP server that allows AI models to ping remote hosts to check connectivity and analyze network latency.

gmail-mcp MCP Server

A TypeScript-based MCP server that integrates with the Gmail API to manage a simple notes system, allowing users to create, browse, and summarize text-based notes.

1 tool

Agent State MCP Server

A specialized MCP server for tracking agent progress and maintaining append-only event histories, designed to support long-lived AI agents that require session continuity.

LINE Bot MCP Server (SSE Support)

A robust MCP server that integrates the LINE Messaging API, enabling AI agents to manage LINE Official Accounts via text/flex messages, user profiles, and rich menus with support for both stdio and SSE transport protocols.

10 tools

MCP Blogger Posting Server

A specialized MCP server for automating Google Blogger content management, allowing LLMs to create single or batch blog posts with HTML support and label management via the Blogger API.

2 tools

Sequential Thinking MCP Server

A production-ready reasoning server that allows AI models to perform structured, multi-step chain-of-thought analysis with support for thought revisions and alternative branching paths.

5 tools

OpenAI Image Generation MCP Server

An MCP server that enables high-quality image generation via OpenAI's DALL-E and GPT-Image models, featuring support for transparency, custom formats, and multiple aspect ratios.

4 tools

Ghidra MCP Server

Bridges Ghidra's reverse engineering capabilities with AI tools through 179 specialized tools for automated binary analysis and documentation. It supports full read/write access for function decompilation, renaming, and cross-binary documentation transfer in both GUI and headless modes.

RAGFlow MCP Server

A RAGFlow API bridge that allows AI models to interact with local or remote knowledge bases, manage datasets, and conduct context-aware chat sessions using RAG (Retrieval-Augmented Generation).

4 tools

Lenny-Podcast-Wisdom

Query 269 episodes of Lenny's Podcast directly from Claude Code, Cursor, or any MCP-compatible AI assistant.

Meta-MCP Server

A meta-protocol server that acts as a gateway for multiple backend MCP servers, optimizing performance and token usage through lazy loading and on-demand tool schema fetching.

3 tools

FastMCP Google Docs Manager

A Google Docs management server built with FastMCP that provides tools for listing, reading, and creating documents via the Google Docs and Drive APIs.

ZIP MCP Server

A specialized MCP server for managing ZIP archives, enabling AI assistants to compress files, decompress archives, and retrieve detailed metadata with support for password protection.

4 tools

MCP File System Server

A robust MCP server providing sandboxed file system access with comprehensive tools for file manipulation and strict path traversal protection.

6 tools

MCP LLMS-TXT Documentation Server

Provides tools to fetch and process structured documentation from llms.txt files, allowing users to provide LLMs with specific context from external documentation links.

2 tools

Cloudflare Remote MCP Server Template

A starter template for deploying remote, unauthenticated Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE).

Cisco FMC MCP Server

A read-only Model Context Protocol server for Cisco Firepower Management Center (FMC) that allows LLMs to query firewall configurations, network objects, and deployment status via natural language.

2 tools

Zillow56 MCP Server

A comprehensive real estate data server that provides deep access to Zillow56 API, including property listings, rental market trends, mortgage rates, agent statistics, and historical Zestimate data.

37 tools

AWS Billing MCP Server

A Model Context Protocol server that integrates with AWS Cost Explorer to analyze spending trends, compare usage periods, and detect cost anomalies using natural language via Claude.

5 tools

Remote MCP Server Authless

A template for deploying remote Model Context Protocol servers to Cloudflare Workers using Server-Sent Events (SSE). It provides a boilerplate for developers to host custom tools on Cloudflare's edge network without authentication.

spm-search-mcp

An MCP server that allows coding agents to search the Swift Package Index and retrieve GitHub READMEs without requiring an API key. It features comprehensive search filters for stars, platforms, and licenses, providing token-efficient responses optimized for LLM comprehension.

MySQL MCP Server (Optimized)

An optimized MySQL MCP server built on SOLID principles providing secure SQL query execution, schema inspection, and table analysis features with built-in safety validations.

2 tools