AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Memvid MCP Server
Provides persistent, project-based file storage for AI agents, supporting semantic search and natural language querying of stored text and code documents.
Cyber
Integrates Cyber network capabilities with AI agents to create cyberlinks, search the decentralized knowledge graph, and retrieve content from IPFS for censorship-resistant applications.
@openconductor/cli
A command-line tool designed to simplify the installation and management of MCP servers across multiple AI clients, replacing manual JSON configuration with a streamlined registry and pre-built stacks.
eventbrite-mcp-server
Model Context Protocol server for Eventbrite API integration. Create and manage events using natural language through AI agents like Claude Desktop and Cursor IDE.
Paper Intelligence
A tool-efficient MCP server that converts PDFs into searchable Markdown with local embeddings, facilitating hybrid grep and semantic RAG search for large documents.
Code Assist
A specialized toolset for automated code modification and generation using XML-based instructions for precise file creation, search-and-replace editing, and full file rewrites.
Mantra Chain MCP
A comprehensive MCP server for interacting with MantraChain, supporting both Cosmos SDK and EVM features including bank transfers, staking, smart contract execution, and DEX operations.
Constrained Optimization
A specialized MCP server providing a unified interface to powerful optimization solvers like Z3, CVXPY, and OR-Tools for solving complex linear, convex, and combinatorial mathematical problems.
tensorlake-mcp
🤖 Tensorlake MCP Server. Maintained in collaboration w. Tensorlake & SIXT.
Math MCP Learning
An educational MCP server offering a comprehensive suite of tools for mathematical expressions, statistical analysis, matrix operations, and data visualization with a persistent workspace.
mcp-security-analyzer
Comprehensive security testing framework for Model Context Protocol (MCP) servers. Automated vulnerability detection with Docker isolation, network traffic analysis, and AI-powered threat assessment.
atproto-mcp
A MCP server that gives LLMs direct access to the AT Protocol ecosystem, enabling seamless interaction with Bluesky and other AT Protocol-based social networks.
devir
Dev Runner CLI - Terminal UI for managing multiple dev services with colored logs, filtering, and MCP integration for Claude Code
@leo000001/claude-code-mcp
MCP server that runs Claude Code as tools — start coding agents, poll their progress, and control permissions from any MCP client
WebDAV
A comprehensive MCP server enabling CRUD operations on WebDAV endpoints with advanced features like glob searching, diff-based editing, and partial content byte-range requests.
Pretorin Compliance
Access NIST 800-53, FedRAMP, CMMC, and NIST 800-171 compliance data from your AI tools
mcp-image-compare-server
A specialized MCP server for pixel-level image comparison using Pixelmatch, enabling precise visual regression testing, design review, and cross-browser consistency checks.
Pokemon MCP Server
An MCP server that enables AI agents to play Pokémon games by providing a functional interface for game interaction. It allows for seamless integration with AI clients to execute gameplay tasks and manage game states.
Synthetic Web Search MCP Server
A Model Context Protocol server that integrates the Synthetic API to provide real-time web search capabilities for LLMs, returning structured search results including snippets and metadata.
Langgraph Deep Search MCP Server
A tool-augmented research assistant that combines LangGraph and Google Gemini 2.5 to perform multi-iteration deep searches and quick investigations with automated citations and grounding metadata.
MCP Evernote
A comprehensive Evernote integration for MCP that enables note creation, advanced search, and organizational management with automatic Markdown-to-ENML conversion. It supports OAuth authentication and features a polling system for change notifications via webhooks.
stitch-mcp-auto
A highly automated MCP server for Google Stitch that allows AI agents to generate professional UI designs, manage design systems, and perform accessibility audits through simple project management tools.
clawd-mcp
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to manage personal AI agents and communication gateways across platforms like WhatsApp and Discord. It provides MCP tools to invoke agents, manage sessions, and handle social agent interactions within a secure, virtualized environment.
Agent Communication MCP Server
A robust orchestration layer for AI agents that enables seamless delegation, real-time progress tracking, and transparent communication between specialized sub-agents.
MCP Audio Tweaker
A specialized MCP server for batch audio processing and optimization using FFmpeg, featuring presets for game development, music mastering, and AI voice enhancement.
blockrun-mcp
A unified MCP gateway providing access to 30+ premium AI models from OpenAI, Anthropic, and Google via a single USDC-funded wallet on the Base network, eliminating the need for individual API keys.
Extract-Image
Extracts and converts images from local files, URLs, and base64 strings into formats suitable for LLM analysis, including support for OCR and visual recognition.
Gurddy
MCP (Model Context Protocol) Server. Solve Constraint Satisfaction Problems (CSP), Linear Programming (LP), Minimax optimization, and SciPy-powered advanced optimization problems.
temp-notes
A lightweight storage service designed for AI agents to maintain temporary state and notes across different conversations, facilitating complex multi-step task processing.
cloudflare-mcp-template
A professional template and plugin system for deploying Model Context Protocol (MCP) servers to Cloudflare Workers, featuring OAuth 2.1 support and a modular provider architecture.