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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Source-Library

Search and cite rare historical texts (alchemy, Hermeticism, Renaissance philosophy) with DOI-backed academic citations. Browse historical illustrations, emblems, and engravings.

Remote MCP Server

A Cloudflare Workers-based server that implements the Model Context Protocol (MCP), allowing AI assistants like Claude to access custom tools without authentication.

PC-Control MCP Server

A lightweight Windows automation server that enables Claude to execute shell commands, manage system power and volume, control windows, and monitor system resources.

9 tools

Telegram Bot MCP

Enables AI assistants to send messages and interact with Telegram chats through MCP tools, with support for user management, conversation history, and bot command handling.

Infinigen MCP Server

Enables AI assistants to generate photorealistic 3D scenes, indoor environments, and individual 3D assets procedurally using Infinigen. Supports various export formats and computer vision annotations for generated scenes.

MCP Note-Taking Server

Enables structured note-taking with markdown support, dynamic tagging system, advanced search capabilities, and markdown export functionality through natural language conversations in Claude Desktop.

MCP SSH Server with Streamable HTTP

Enables remote server control via SSH through Claude, supporting command execution, file transfers, and multi-server management with both standard and streamable HTTP protocols.

repo-lens-mcp

MCP server for intelligent repository search and code analysis

SORACOM Data Reader MCP

A specialized MCP server for the SORACOM IoT platform that enables data retrieval and analysis from Harvest sensor data, file storage, SoraCam camera logs, and SIM communication statistics.

18 tools

GitPilot MCP

A lightweight MCP server that enables AI assistants to manage local Git repositories by executing commands like status, add, and commit. It streamlines development workflows by providing repository context and diffs directly to the assistant.

Demo MCP Server

A demonstration MCP server built with FastAPI and FastMCP that exposes a simple add numbers tool for testing MCP integration with Claude Code CLI.

Scrivener MCP Server

A comprehensive MCP server enabling AI assistants to manage Scrivener 3 projects through document editing, binder organization, advanced search, and PDF manuscript compilation.

22 tools

Cross-Platform Filesystem MCP Server

A robust filesystem MCP server providing platform-aware file operations, directory management, and shell command execution across Linux, macOS, and Windows with built-in security constraints.

13 tools

postcardai-mcp

MCP Server for PostcardAI - Use PostcardAI with Claude, Cursor, and other AI assistants

DigitalOcean MCP Server

A comprehensive MCP server providing dynamic access to over 471 DigitalOcean API endpoints for managing cloud infrastructure including droplets, databases, and Kubernetes.

6 tools

Remote MCP Server (Authless)

A template for deploying serverless Model Context Protocol (MCP) servers on Cloudflare Workers using Server-Sent Events (SSE). It serves as a boilerplate for developers to build and host custom tools without authentication overhead.

pure.md MCP Server

A robust MCP server that enables AI agents to bypass bot detection and JavaScript rendering to fetch any web content or search results as clean markdown.

2 tools

Google Search MCP

Enables LLMs to perform real-time web searches and retrieve information from the internet using the Google Custom Search API.

1 tool

jxa-mail-mcp

Fast MCP server for Apple Mail via optimized JXA scripts

Redmine MCP Server

A comprehensive MCP server that grants AI assistants full access to Redmine project management, enabling management of issues, projects, time tracking, users, and wiki pages.

26 tools

Google Maps Geocoding MCP Server

A Model Context Protocol server that interfaces with the Google Maps Geocoding API to provide forward geocoding, reverse geocoding, and Place ID lookups for LLM clients.

3 tools

PubMed MCP Server

An unofficial Model Context Protocol server that provides comprehensive access to PubMed's database of 35 million citations, allowing for keyword searches, advanced filtering, metadata retrieval, and full-text PDF access.

1 tool

Notion MCP Server

Enables AI assistants to interact with Notion workspaces through the Notion API. Supports searching, reading, creating pages, and querying databases with filters and sorting capabilities.

Gemini MCP Server

Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and images, generating and translating text, and reviewing code. Supports both CLI and API backends with different quota limits.

ChatGPT Apps MCP Server

Enables interactive React components to render inline in ChatGPT conversations, featuring a calculator widget with history and demonstrating how to build custom UI components for ChatGPT Apps.

Search MCP

A search-focused MCP server that integrates the Brave Search API to provide web search, local POI lookups, and rich result retrieval for AI agents and clients.

4 tools

Alai

MCP Performance Analyzer

A mobile application performance monitoring tool that analyzes performance data (like memory usage and view counts) to detect and alert on severe issues via the Model Context Protocol.

FastIntercom MCP Server

A high-performance Intercom analytics server that provides sub-100ms access to conversations through intelligent local caching and natural language search capabilities.

4 tools

Tennis Warehouse MCP Server

A secure MCP wrapper for Tennis Warehouse's internal APIs that enables LLMs to search for equipment, check stock, and find deals while protecting sensitive internal data.

7 tools