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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

OpenAPI

8

A dynamic MCP server that transforms OpenAPI/Swagger specifications (3.0 and 3.1) into executable tools, allowing LLMs to interact with any RESTful API.

Cognio

8

A persistent semantic memory server that provides AI assistants with long-term memory across sessions using SQLite and sentence-transformers for vector search.

11 tools

Pokemon TCG Card Search

8

MCP (Model Context Protocol) Server. Enables searching and displaying Pokemon Trading Card Game cards with rich filtering capabilities for name, type, legality, and more through the Pokemon TCG API.

google-workspace-unlimited

8

A comprehensive Google Workspace integration for MCP that provides access to Gmail, Drive, Calendar, Docs, and more with advanced Jinja2 templating and semantic search capabilities.

11 tools

diffchunk

8

A specialized MCP server that allows LLMs to navigate and analyze massive git diff files by breaking them into manageable, pattern-searchable chunks.

4 tools

Cisco NSO MCP Server

8

A Cisco NSO MCP server that enables AI-powered network automation by exposing device configurations, sync status, and service management tools via RESTCONF.

9 tools

Home Assistant

8

MCP (Model Context Protocol) Server. Demonstrates light control in Home Assistant by comparing OpenAI function calling with a standardized protocol for external tool interaction

1 tool

Mailjet

8

The Mailjet MCP server enables AI agents to interact with Mailjet's APIs for managing contacts, email campaigns, segmentation, and delivery statistics through a standardized interface.

OpenFoodFacts-MCP

8

A comprehensive MCP server for Open Food Facts that provides AI-powered nutritional analysis, product comparisons, allergen tracking, and recipe suggestions based on a global food database.

21 tools

PopUI

8

PopUI is a bi-directional bridge for Claude Desktop that enables real-time interaction with dynamic visual components, allowing Claude to create, manipulate, and read state from custom user interfaces.

Emacs

8

MCP (Model Context Protocol) Server. Provides deep introspection into Emacs environments, enabling access to documentation, configuration details, keybindings, modes, packages, and system information from running Emacs instances for configuration development and troubleshooting.

OpenRegister

8

MCP (Model Context Protocol) Server. Integrates with the German company register through the OpenRegister API to search for companies by name or register number, retrieve detailed company information including historical data and financials, and access shareholder information for business research and due diligence.

3 tools

Lspace

8

Lspace turns scattered AI conversations into persistent, searchable knowledge by managing dual-structure Git repositories with automated document classification and synthesis.

WordPress Reader for Claude Desktop

8

Connects WordPress.com accounts to Claude Desktop to read feeds, manage notifications, and discover blogs through natural conversation.

XMCP

8

A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive account management and thread operations.

Hats Protocol

8

A comprehensive MCP server for managing Hats Protocol role-based permissions, organizational hierarchies, and on-chain governance across multiple blockchain networks.

11 tools

Phospho

8

An MCP server that integrates with phosphobot to control physical robots through cameras and action replays, allowing Claude to see through robot webcams and execute pre-recorded manipulation tasks.

2 tools

Adzuna Jobs MCP Server

8

A comprehensive MCP server providing access to the Adzuna Job Search API for searching listings, analyzing regional salary distributions, and researching employer hiring trends across 12 countries.

7 tools

CAD-Query MCP Server

8

A CAD-Query integration for MCP that enables conversational 3D modeling, allowing users to generate, validate, and export parametric 3D models to STL or STEP formats.

2 tools

JSR

8

A comprehensive MCP server for exploring the JSR (JavaScript Registry) ecosystem, offering semantic search, package comparison, download analytics, and direct source code retrieval.

10 tools

Garmin Connect

8

A Garmin Connect integration for the Model Context Protocol, allowing for the retrieval and analysis of personal fitness data including sleep, steps, and activity metrics.

Everything Search

8

MCP (Model Context Protocol) Server. Integrates with the Everything Search Engine to enable file search and management across large file systems using advanced query options and customizable result formatting.

1 tool

superlocalmemory

Failed
8

Your AI Finally Remembers You - Local-first intelligent memory system for AI assistants. Works with Claude, Cursor, Windsurf, VS Code/Copilot, Codex, and 16+ AI tools. 100% local, zero cloud dependencies.

Pulumi Cloud Development

8

MCP (Model Context Protocol) Server. Integrates with Pulumi's cloud development platform to streamline infrastructure-as-code operations for efficient cloud resource orchestration and deployment.

2 tools

mintlify-mcp

8

An MCP server that enables AI assistants to query any documentation site through either a self-hosted RAG system using LanceDB or a zero-setup proxy for Mintlify-powered sites.

SchemaCrawler AI

8

A database schema discovery and exploration MCP server based on SchemaCrawler, enabling AI agents to interactively interrogate database metadata through natural language.

Vertica MCP Server

8

A specialized MCP server for Vertica databases that enables secure natural language querying with built-in schema discovery and large dataset streaming capabilities.

6 tools

Civil3D MCP Server

8

This MCP server bridges AI assistants with Autodesk Civil 3D, enabling automated drawing management, element creation/modification, and direct data retrieval from engineering projects.

5 tools

Writer's Aid

8

A specialized MCP server for Claude Code CLI that indexes markdown manuscripts and conversation history to provide semantic search, quality analysis, decision tracking, and project memory.

20 tools

BookStack MCP Server

8

A Python-based MCP server providing comprehensive management for BookStack instances, featuring unified content CRUD operations, full-text search, and advanced image gallery management with remote URL upload support.

6 tools