Discover Awesome MCP Servers

IndoAds Prompt MCP

A retrieval-first prompt engine for commercial advertising that curates, ranks, and composes visual ad prompts for image generation models like GPT Image, Midjourney, and Flux without generating images itself.

ThreadMine MCP Server

Enables analysis of JVM thread dumps to detect deadlocks, CPU spikes, pool exhaustion, and virtual thread pinning, returning a health score and interactive report link.

mcp-bing-webmaster

Provides secure, read-only access to Bing Webmaster Tools analytics and non-destructive URL submission for indexing, without destructive site management capabilities.

truesignal

MCP server wrapping the truesignal CLI as a single generic run tool for threat/connector status checks.

MCP

Exposes local Python tools via a persistent Streamable HTTP endpoint, allowing an OpenAI Agents SDK notebook to discover and invoke them while using Groq for reasoning and tool selection.

nano-banana-mcp

Enables image generation with Google Flow's Nano Banana model, producing images at exact pixel dimensions. It drives a signed-in Chrome window, captures the generation response, and saves cropped results locally.

servicenow-mcp

A read-only MCP server that enables AI assistants to query ServiceNow instances—incidents, changes, users, CMDB—with malformed query linting and injection protection.

Supabase MCP HTTP Stream Server

Docker-deployable server that enables interaction with Supabase databases via HTTP streaming, allowing n8n workflows, AI agents, and automation tools to execute SQL queries, manage database migrations, deploy edge functions, and search documentation.

Hybris MCP Server

Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to manage products, orders, and system configurations. It supports advanced operations like FlexibleSearch queries, Groovy script execution, and ImpEx data management.

CloakBrowser MCP

CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

Parzley MCP Server

Enables AI-powered form filling through natural language by exposing the Parzley AI Form Filling Agent API as an MCP server.

@node2flow/google-docs-mcp

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

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.

Google Calendar MCP Server

Enables AI assistants to manage Google Calendar events, check availability, and handle scheduling tasks through natural language.

slack-mcp

Enables AI assistants to interact with Slack workspaces, providing tools for reading messages, posting content, managing channels, and more.

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.

Figma Universal MCP Server

Enables interaction with Figma tools and services through a standardized MCP interface.

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.

nuclei_mcp

Enables Claude Desktop to run real vulnerability scans using Nuclei through natural language commands.

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.

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.

mcp-role-server

A role-based access control MCP server template with authentication, role-based tool exposure, and rate limiting, enabling secure tool management for AI assistants.

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.

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.

mcp-redis-monitor

FastMCP server with read-only tools to monitor Redis — queue depths, Celery queue status, connected clients, server/memory info, and per-database key counts

Airflow MCP

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

Ensembl MCP Server

Provides access to the Ensembl genomics REST API with 30+ tools for genomic data including gene lookup, sequence retrieval, genetic variants, cross-species homology, phenotypes, and regulatory features.