Browse Model Context Protocol servers by category.
AI & LLM Tooling — AI & LLM Tooling MCP servers provide the connective tissue for machine learning stacks. They enable AI assistants to manage prompt templates, provision remote GPU…
AI Memory & Context — AI Memory & Context MCP servers provide persistent recall, conversational memory, and semantic search for AI clients. These Model Context Protocol tools connect language models…
Browser & Web Automation — Browser & Web Automation MCP servers connect AI assistants to real web browsers, scrapers, and mobile interfaces. These tools allow models to extract web data,…
Cloud & Infrastructure — Cloud & Infrastructure MCP servers connect AI models directly to cloud providers, container orchestrators, and terminal environments. They enable assistants to run shell commands, interact…
Communication & Messaging — Communication & Messaging MCP servers connect AI clients directly to team chats, video platforms, schedulers, and messaging queues. The directory provides integrations for platforms like…
CRM, ERP & E-commerce — CRM, ERP & E-commerce MCP servers bridge AI assistants to enterprise business systems. Connect Claude and Cursor to platforms like Zendesk, Zuora, Zapier, and customer…
Data & Analytics — Data & Analytics MCP servers connect AI assistants to business intelligence platforms, data warehouses, analytical APIs, and calculation engines. These servers allow tools like Claude…
Databases & Data Stores — Databases & Data Stores MCP servers allow AI assistants to query and manage relational databases, document stores, time-series engines, and vector repositories via the Model…
Design, Media & Creative — Design, Media & Creative MCP servers connect AI assistants to design platforms, video platforms, and audio tools. These servers let models inspect UI specifications in…
Developer Tools & Code Intelligence — Developer Tools & Code Intelligence MCP servers connect AI models to code parsing, debugging runtimes, shell terminals, databases, and package documentation. This collection of 316…
DevOps, CI/CD & Version Control — DevOps, CI/CD & Version Control MCP servers connect LLMs to software delivery pipelines, version control platforms, cloud hosting providers, and deployment tools. Teams use these…
Files, Documents & PDFs — Files, Documents & PDFs MCP servers allow AI assistants to read, edit, and organize files, archives, and academic records. Tools in this category connect local…
Finance, Crypto & Payments — Finance, Crypto & Payments MCP servers connect AI assistants to banking platforms, billing software, market data providers, and blockchain networks. These tools enable automated subscription…
Maps, Weather & Local Data — Maps, Weather & Local Data MCP servers connect AI assistants to real-world geospatial and environmental services. These servers provide live weather forecasts, directions, public transit…
Monitoring & Observability — Monitoring and Observability Model Context Protocol servers connect LLMs to logs, metrics, error trackers, and incident management platforms. These integrations let AI assistants inspect telemetry,…
Notes & Knowledge Management — Notes & Knowledge Management MCP servers bridge AI clients with personal and team knowledge bases. Connect language models to platforms like Obsidian, Roam Research, SilverBullet,…
Other & General Purpose — Other & General Purpose MCP servers cover multi-utility tools, starter templates, and niche integrations that lie outside standard software categories. These servers allow AI clients…
Project & Task Management — Plan and track work: Jira, Linear, Asana, Trello, ClickUp, to-do lists, time tracking, sprint boards and general productivity task managers.
Security & Compliance — Security & Compliance MCP servers connect AI assistants to vulnerability databases, network scanners, and compliance auditing engines. These integrations allow models to query threat feeds,…
Web Search & Research — Web Search & Research MCP servers allow AI assistants to query web search engines, scrape online media, access technical articles, and inspect reference databases. Use…