Browse Model Context Protocol servers by category.
AI & LLM Tooling — Tooling for the AI stack itself: MCP proxies, gateways, installers and registries, prompt libraries and prompt testing, model routing, agent frameworks, and evaluation or experimentation…
AI Memory & Context — Give an assistant persistent memory or retrieval context: knowledge-graph memory servers, conversation memory, embeddings-backed recall, and RAG pipelines whose purpose is remembering rather than storing…
Browser & Web Automation — Drive a real browser or scrape the web: Playwright, Puppeteer, Selenium, headless Chrome, web scraping and data extraction services, form filling, and mobile or desktop…
Cloud & Infrastructure — Provision and operate infrastructure: AWS, Azure, GCP, Kubernetes, Docker, Terraform, servers, networking gear, shells and remote command execution, and identity/directory services like Entra ID.
Communication & Messaging — Send and read messages: email (Gmail, Outlook, IMAP), Slack, Discord, Telegram, WhatsApp, WeChat, SMS, calendars and meeting/video tools.
CRM, ERP & E-commerce — Line-of-business systems: CRM such as Salesforce or HubSpot, ERP such as Odoo or SAP, e-commerce platforms like Shopify, headless CMS, helpdesk, surveys, and marketing or…
Data & Analytics — Business intelligence, dataframes, spreadsheets, warehouses and analytics APIs: PowerBI/DAX, OData, CSV/Parquet exploration, BigQuery, dbt, data pipelines and ETL orchestration such as Airflow.
Databases & Data Stores — Query and manage databases: Postgres, MySQL, SQL Server, MongoDB, Redis, SQLite, graph databases like Neo4j, and vector stores like Weaviate, Pinecone, Qdrant or Chroma used…
Design, Media & Creative — Create or manipulate visual and audio content: design tools like Figma or Penpot, image and video generation and editing, text-to-speech and voice, music, screenshots, diagrams,…
Developer Tools & Code Intelligence — Read, analyse, generate or refactor source code: language servers (LSP), AST/code parsing, linters, test runners, framework and library documentation lookup, and language-specific developer tooling.
DevOps, CI/CD & Version Control — Git hosting and version control (GitHub, GitLab, Bitbucket), pull requests, issues, build pipelines, CI systems, release and deployment tooling such as Netlify, Vercel, Octopus Deploy…
Files, Documents & PDFs — Work with the filesystem and document formats: reading/writing files, PDF extraction, merging and OCR, Office and Markdown conversion, image file manipulation, and cloud storage like…
Finance, Crypto & Payments — Money and markets: payments (Stripe, PayPal), accounting and banking, stock and market data, trading platforms, and blockchain, wallet, DeFi or smart-contract access across any chain.
Maps, Weather & Local Data — Real-world location and environment data: weather forecasts, maps, geocoding, directions, transit and travel, points of interest, and region-specific public data services.
Monitoring & Observability — Metrics, logs, traces, dashboards, uptime and alerting: Datadog, Grafana, Prometheus, VictoriaMetrics, Sentry, and APM or incident-response tooling.
Notes & Knowledge Management — Personal and team knowledge bases: Obsidian, Notion, Logseq, SilverBullet, wikis, reference managers like Zotero, bookmarks and note-taking vaults.
Other & General Purpose — Servers that fit none of the other categories, or generic demo, template, starter and example servers with no clear domain. Use only as a last…
Project & Task Management — Plan and track work: Jira, Linear, Asana, Trello, ClickUp, to-do lists, time tracking, sprint boards and general productivity task managers.
Web Search & Research — Search the web and gather information: search-engine APIs (Brave, Google, Tavily, Perplexity), Wikipedia, news and trend aggregation, academic papers, and deep-research agents that synthesise sources.