AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
latex-mcp
An MCP server that renders LaTeX math expressions and step-by-step solutions into high-quality PNG images and hosted URLs. It enables AI assistants to provide visual mathematical solutions formatted for messaging platforms like iMessage.
Chess.com MCP Server
A Model Context Protocol server that interacts with the Chess.com Public API to retrieve real-time player profiles, online status, and detailed game statistics across various formats.
Blog RSS MCP Server
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get recent posts, retrieve blog metadata, and perform full-text search across post content. Supports any blog with an RSS/Atom feed through natural language queries.
MCP Memory
Enables MCP clients to remember user information, preferences, and behaviors across conversations using vector search technology. Built on Cloudflare infrastructure with persistent storage and semantic similarity matching.
code-firewall-mcp
A security-focused MCP server that acts as a code firewall by using structural similarity and vector embeddings to block dangerous code patterns before execution.
Remote MCP Server Template
A template for deploying MCP servers on Cloudflare Workers without authentication. Enables users to create and customize their own remote MCP tools that can be accessed from Claude Desktop or AI playgrounds.
MCPDemo - Visual SQL Chat Platform
An AI-driven data visualization and SQL chat platform that enables natural language to SQL conversion, interactive chart generation, and database querying through a comprehensive MCP interface. Supports multiple databases, intelligent chart recommendations, and secure data management with temporary link sharing.
Cloudflare Remote MCP Server
Enables deployment of remote MCP servers on Cloudflare Workers without authentication requirements. Allows custom tool integration and connection from both Cloudflare AI Playground and Claude Desktop through remote proxy.
Murder Mystery MCP Server
An interactive murder mystery game engine that allows AI agents to architect procedural mysteries, interrogate suspects with dynamic emotions, and use RAG-powered tools to detect lies and solve crimes.
echomindr
Real founder decisions, lessons and signals from 100+ podcasts — searchable by AI agents.
Network Security Control Reviews
Enables automated review and analysis of network security controls (AWS Security Groups, Network ACLs) using natural language queries. Supports NSC configuration reviews, network segmentation testing, and identifying security gaps through conversational LLM interaction.
KiCad MCP Server
Enables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.
rag-mcp-server
A sophisticated Retrieval-Augmented Generation (RAG) server for codebases featuring automated indexing, intelligent content-aware chunking, and hybrid semantic search capabilities.
MCP AI Gateway
Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.
Basecamp MCP Server
Enables LLMs to interact with Basecamp projects, managing messages, todos, comments, people, and kanban boards through natural language. Supports comprehensive Basecamp operations including creating, reading, updating content with flexible output formats and URL parsing capabilities.
Percept
Ambient voice intelligence for AI agents. Wearable mics to agent actions via MCP.
RTIdeas MCP API Server
Converts a local MCP server into a remote HTTP-accessible REST API server with MongoDB support for managing brainstorming sessions and ideas. Provides endpoints for listing sessions, searching ideas, analyzing connections, and generating statistics.
SimBrief Flight Planning MCP Server
Enables access to SimBrief flight planning data through Claude Desktop with secure Google OAuth authentication. Provides tools to retrieve flight plans, dispatch briefings, NOTAMs, weather data, and other aviation planning information.
MCP Memory Server
A persistent local vector memory server that allows users to store and search project-specific context using LanceDB and local embeddings. It enables MCP-compliant editors to maintain long-term memory across different projects without requiring external API keys.
AI Ops Hub
An MCP server with RAG capabilities that provides AI clients secure access to local notes, documents, web pages, and task management tools for developer operational tasks. Features file operations, web scraping with content cleaning, and personal knowledge corpus search functionality.
EDT Unicaen MCP Server
Enables querying University of Caen (Unicaen) schedule data to find next classes for professors, students, or rooms and check room availability. Integrates with ADE scheduling system to provide real-time schedule information through natural language queries.
Personal AI Assistant MCP
Enables comprehensive personal task management through specialized MCP servers including email sending, PDF reading with OCR, web search, meeting scheduling, pizza ordering, and interactive question handling. Provides a unified chat interface for natural language interaction with all these capabilities.
Graphiti-Memory MCP Server
A Neo4j-powered memory server that uses the Graphiti framework to store episodes, extract entities, and query knowledge graphs using natural language.
mcp_reviewer
A development workflow MCP server that provides AI-powered tools for specification generation, code and spec reviews, and automated testing/linting using OpenAI or local Ollama models.
n8n-MCP
Provides AI assistants with comprehensive access to n8n node documentation, properties, and workflow templates. It enables models to search, understand, and manage n8n automation workflows through structured access to over 1,000 node types.
Google Sheets MCP Server
Enables AI agents to seamlessly interact with Google Sheets through secure OAuth 2.0 authentication. Supports reading, searching, updating spreadsheet data, and managing sheets with smart text replacement and batch operations.
Sub-Agents MCP
A tool that enables the creation and execution of specialized AI sub-agents defined in markdown across any MCP client. It bridges MCP tools with execution engines like Claude Code, Cursor, and Gemini CLI for portable, task-specific workflows.
Discord Webhook MCP
A robust MCP server that enables LLMs to send plain text messages and rich formatted embeds to Discord via webhooks, featuring customizable appearance and deep integration for automated notifications.
Generalized MCP Server
Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-friendly gRPC interface. Enables interaction with cloud services and platforms using natural language by automatically converting SDK functionality into callable functions.
MCP Gateway
A production-ready unified entry point for AI agents that implements the Model Context Protocol (MCP). It provides a secure gateway with rate limiting, authentication, and observability for managing and proxying requests to multiple downstream APIs.