Discover Awesome MCP Servers

ChromaDB Remote MCP Server

A Streamable HTTP MCP server that provides remote access to ChromaDB for AI assistants like Claude. Enables semantic search and vector database operations from mobile devices and remote locations.

homelab-mcp

Enables management of homelab infrastructure, including Docker/Podman containers, Ollama AI models, Pi-hole DNS, Unifi networks, and Ansible inventory, with built-in security checks and automated pre-push validation.

fallarch-us-mcp

Wraps @ai-native-solutions/fallarch-us-sdk as an MCP stdio server for sovereign, Ed25519-signed professional-service workflow management.

YouTube MCP Server

Enables LLMs to interact with YouTube videos by fetching transcripts, summarizing content, and answering questions based on video context.

Cloudflare Remote MCP Server (Authless)

Deploys a remote MCP server on Cloudflare Workers without authentication, enabling connection to Claude Desktop or Cloudflare AI Playground for using custom tools.

Nall.Hangfire.Mcp

Remote MCP server for Hangfire that exposes background jobs as dynamic MCP tools, allowing clients like VS Code to inspect, trigger, and manage jobs in-process.

Acemcp

Provides code repository indexing and semantic search capabilities, allowing natural language queries to find relevant code snippets with automatic incremental indexing and multi-language support.

Random.org MCP Server

A Model Context Protocol server that provides access to api.random.org for generating true random numbers, strings, UUIDs, and more.

Toss Invest MCP

Enables MCP clients to read Toss Securities market data and account info, and optionally place real-money orders.

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.

chisel

Enables AI agents to construct, edit, and export 3D models using geometric primitives and boolean operations, with multi-view rendering to facilitate spatial reasoning.

umami-compass

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

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.

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.

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.

sysprobe-mcp

Token-efficient MCP server for Linux system diagnostics and desktop/hardware control, providing compact JSON output with hard size limits and a safety model that requires explicit flags for mutating actions.

Hitsteps

Enables access to Hitsteps analytics and website operations through a remote MCP server, using OAuth for authentication and Streamable HTTP transport.

share-pages

Enables creating, listing, and deleting temporary shared Markdown/HTML pages with 72-hour expiration. Supports local Node.js or Cloudflare Workers deployment with OAuth login.

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.

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.

playwright-parallel-mcp

Enables AI agents to control multiple independent browser instances in parallel with process-level isolation, supporting any backend MCP server for browser automation.

LeanKG

LeanKG: Stop Burning Tokens. Start Coding Lean.

CurAI

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

mcp-memory

An MCP server that gives an Agent Studio project a memory that outlives a run, using S3 for storage and exposing tools to recall, remember, list, and forget memories.

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.

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.