Awesome MCP Servers
ActiveCommunity-curated awesome list of MCP servers.
1,742
Items Listed
24h
Sync Frequency
github_parse
Access Method
4/4/2026
Last Synced
Items in this Directory
gpartin/WaveGuardClient
[glama](https://glama.ai/mcp/servers/WaveGuard) π βοΈ π πͺ π§ - Physics-based anomaly detection via MCP. Uses Klein-Gordon wave equations on GPU to detect anomalies with high precision (avg 0.90). 9 tools: scan, fingerprint, compare, token risk, wallet profiling, volume check, price manipulation detection.
...moreHumanSignal/label-studio-mcp-server
ποΈ π βοΈ πͺ π§ π - Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
...moremckinsey/vizro-mcp
ποΈ π π - Tools and templates to create validated and maintainable data charts and dashboards.
skullzarmy/vibealive
π π π πͺ π§ β Full-featured utility to test Next.js projects for unused files and APIs, with an MCP server that exposes project analysis tools to AI assistants.
...morehardik-id/azure-resource-graph-mcp-server
π βοΈ/π - A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
...morephisanti/MCPR
π π πͺ π§ - Model Context Protocol for R: enables AI agents to participate in interactive live R sessions.
phuongrealmax/code-guardian
π π - AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.
...morepramod/kaggle
π - This Kaggle MCP Server makes Kaggle more accessible by letting you browse competitions, leaderboards, models, datasets, and kernels directly within MCP, streamlining discovery for data scientists and developers.
...moredavewind/mysql-mcp-server
ποΈ π A βΒ user-friendly read-only mysql mcp server for cursor and n8n...
subelsky/bundler_mcp
π π - Enables agents to query local information about dependencies in a Ruby project's `Gemfile`.
0x1abin/matter-controller-mcp
π π - An MCP server for Matter Controller, enabling AI agents to control and interact with Matter devices.
jasonwilbur/cloud-cost-mcp
π βοΈ π πͺ π§ - Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ instance types. Real-time pricing from public APIs, workload calculators, and migration savings estimator.
...moreadancurusul/embedded-debugger-mcp
π¦ π - A Model Context Protocol server for embedded debugging with probe-rs - supports ARM Cortex-M, RISC-V debugging via J-Link, ST-Link, and more
...moreadancurusul/serial-mcp-server
π¦ π - A comprehensive MCP server for serial port communication
merterbak/Grok-MCP
π βοΈ π πͺ π§ - MCP server for xAI's [Grok API](https://docs.x.ai/docs/overview) with agentic tool calling, image generation, vision, and file support.
...moremolanojustin/smithsonian-mcp
π βοΈ - MCP server that provides AI assistants with access to the Smithsonian Institution's Open Access collections.
ferrants/memvid-mcp-server
π π - Python Streamable HTTP Server you can run locally to interact with [memvid](https://github.com/Olow304/memvid) storage and semantic search.
...moreyoelbassin/gnuradioMCP
π π π - An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF `.grc` flowcharts.
RohanMuppa/brightspace-mcp-server
[glama](https://glama.ai/mcp/servers/@RohanMuppa/brightspace-mcp-server) π π π πͺ π§ - MCP server for D2L Brightspace LMS. Check grades, due dates, assignments, announcements, syllabus, rosters, discussions, and course content. Works with any school that uses Brightspace. Install via `npx brightspace-mcp-server@latest`.
...morejdubois/azure-cli-mcp
A wrapper around the Azure CLI command line that allows you to talk directly to Azure