Discover Awesome MCP Servers

Snowflake Chat

Enables natural language querying of Snowflake databases through a read-only MCP server, allowing users to ask questions in plain English and get results as markdown tables.

Filo

An unofficial MCP server that gives AI assistants structured access to Italy's Design System .italia, including components, design tokens, usage guidelines, and GitHub issues, updated nightly.

azure-devops-cli-mcp

A local MCP server that bridges Claude Desktop/Cowork to the Azure DevOps CLI, enabling full use of az devops, az repos, az boards, az pipelines, and az artifacts commands.

starling-bank-mcp

MCP server for Starling Bank API integration, enabling AI agents to manage accounts, view transactions, and send payments via natural language.

cascade-mcp

Exposes a hybrid conflict resolution router as MCP tools, deciding per conflict whether a multi-agent write wins, forks to a human, or must be recomputed.

Studio MCP Hub

StudioMCPHub is a production MCP server exposing a complete creative AI pipeline and the Alexandria Aeternum art dataset as paid tool calls. Agents connect via Streamable HTTP and pay per call with x402 USDC micropayments on Base L2 — no API keys, no accounts, no sign-up.

Maple

A unified MCP server providing observability, safety control, and behavior evolution for high-agency AI agents through tracing, replaying, and auditing. It features real-time firewall guardrails and ML-driven anomaly detection to monitor, block, or fork agent actions based on risk.

Ghost Browser MCP

Undetectable browser automation server for MCP-compatible AI agents, offering 225 tools across 32 sections to navigate, extract, clone pages, and bypass antibot systems like Cloudflare.

Claude Code Subagent MCP

A stdio MCP server that lets Codex Desktop/CLI delegate implementation tasks to Claude Code CLI with workspace validation, Git status checks, and session resume capabilities.

LeanKG

LeanKG: Stop Burning Tokens. Start Coding Lean.

plaud-mcp

Enables querying Plaud AI recordings, transcripts, and summaries through the Plaud Desktop app's authenticated session via Chrome DevTools Protocol.

Big Technology Podcast MCP

Search and retrieve transcripts from 488 episodes of the Big Technology Podcast, enabling queries on tech topics and full episode access via Claude.

Dealership AI MCP Server

MCP server that enables AI agents to instantly understand, generate pattern-aware code, search across repos, and validate changes in the Dealership AI codebase.

fallbooksonboard-mcp

MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

yandex-station-mcp

MCP server to control Yandex Station speakers with Alice: manage music, radio, volume, playback, TTS, timers, alarms, reminders, and smart home scenarios via text commands or predefined tools.

umami-compass

Open-source MCP server for Umami Analytics — Cloud and self-hosted.

CarMax MCP Server

An MCP server that integrates with CarMax to search inventory, get vehicle details, schedule test drives, and get instant offers using Playwright and Browserbase.

Hello Widget Example

A minimal ChatGPT app demonstrating interactive greeting widgets with confetti animations and theme support, built as an MCP server example using Smithery CLI.

Garmin Nutrition Coach

Enables Claude to act as a personal health coach by connecting to Garmin wearable data and Notion workspace for automated calorie tracking, photo food logging, and coaching insights.

synergieloc — French Real-Estate Legal Calculations

Exact French real-estate legal calculations for AI agents: IRL rent revision, service-charge reconciliation, compliant rent receipts — legal basis included in every answer.

SearXNG MCP Server

Enables AI agents to perform privacy-respecting web searches through SearXNG, with support for multiple search engines, categories, and advanced filtering options.

CurAI

MCP server for a minimal note-taking app with text and images per user, enabling CRUD operations via Claude.

gitlab-mcp

A FastMCP server for GitLab 16.x that enables project, MR, pipeline, and commit queries, bugfix contribution summaries, release notes drafts, and comprehensive Runner management.

nvd-mcp

An MCP server that brings NIST National Vulnerability Database (NVD) intelligence directly into Claude, enabling CVE lookup, product search, and prioritized risk assessment via natural language.

mcp-guardian

Privacy firewall for AI agents that scans files, commits, and push URLs to prevent sensitive data leaks.

Nornir MCP Server

Enables natural language orchestration of multi-vendor network infrastructure by combining NAPALM for structured data retrieval and Netmiko for CLI execution via Nornir.

@node2flow/google-docs-mcp

MCP server for Google Docs — create, read, edit, format, and manage documents through 26 tools via the Model Context Protocol.

mcp-jira-server

MCP server that provides AI assistants with access to Jira Cloud for issue management, search, and workflow operations.

Airflow MCP

Enables natural language interaction with Apache Airflow for querying DAGs, monitoring execution, and troubleshooting failures.