Discover Awesome MCP Servers

GVNR

Budget Governor gives autonomous AI agents a hard spend limit. One budget_clear call before each LLM request checks the agent's envelope and deducts the estimated cost. Stops runaway billing before it starts. No self-hosting required.

everypage-mcp

MCP server for EveryPage that lets an AI assistant turn a PDF into a tracked share link and report who read it, how far they got, and where they stopped.

slang-workflows

Run provable, .slang-driven multi-agent workflows inside Claude Code. A deterministic executor enforces typed output contracts, tool scoping, and convergence, providing guarantees and auditability.

commands-mcp

An MCP server that lets you define and run custom shell commands via YAML templates, with built-in tools for flashing and serial communication in embedded development.

pymcuprog-mcp

Enables AI tools to program Microchip AVR microcontrollers via natural language by wrapping pymcuprog, supporting USB HID debuggers and serial UART UPDI adapters.

download ffmpeg

원래는 MCP 서버가 되려고 했는데, 지금은 멍청한 사운드클라우드 스크래퍼가 되었음.

Spotify Playlist Curator MCP Server

Spotify 재생 목록을 분석하고 Claude를 사용하여 분위기, 바이브, BPM 및 기타 음악적 속성을 기반으로 노래를 추천해 주는 MCP 서버.

talkback-mcp

Chat with your Ableton Live session in natural language. Provides real-time access to session data, parameter control, and mix analysis via an MCP server and Max for Live device.

spark-sense-ai

MCP server that diagnoses Apache Spark job failures and optimizes performance using stack-trace analysis and LLM providers, supporting EMR and local sources.

Chiplab

MCP server for simulating firmware on virtual microcontroller instances, allowing AI agents to upload, run, and read UART output from supported boards such as STM32 and Nordic.

norway-invoice-mcp

Enables AI agents to send Norway B2B e-invoices over the Peppol network in EHF format via Storecove, including recipient discovery, invoice creation, and delivery evidence.

Quantum ADS MCP

A sovereign Google marketing-agency control plane over the Model Context Protocol, enabling an AI agent to safely operate 20 Google marketing products with read and guarded write capabilities.

colacloud-mcp

Provides access to over 2.5 million US alcohol label records from the TTB via the COLA Cloud API. It enables users to search for labels by brand, barcode, or permit holder and retrieve detailed product information including label images and ABV.

hello-mcp-server

이것은 ABC에서 MCP 서버를 배우기 위한 프로젝트입니다.

@tonresistor/zkresistor-cli

Self-hosted CLI and MCP interface for ZKResistor privacy pools on TON, enabling local Groth16 proof generation and pool operations.

Malaysia Transit MCP

Provides real-time bus and train information across 10+ cities in Malaysia, including live vehicle tracking, arrival predictions, stop search, and route discovery for public transit systems.

LedgerProof LAIN

Cryptographically anchored, tamper-evident evidence receipts for AI agents — verified run receipts, existence-at-time proofs, and cited answers from an anchored public record. Remote MCP with proof-gated settlement; attests existence and integrity, never truth.

mcp-server-brasil

Provides tools to query Brazilian CNPJ (company registration), CEP (postal codes), and currency exchange rates (USD and EUR) through an MCP server.

serbian-data-mcp

Enables searching and analyzing over 3,400 datasets from the Serbian government open data portal, with built-in charting and data transformation tools.

MCP from API

Enables users to expose arbitrary HTTP APIs as configurable MCP tools by defining tool specifications in a JSON configuration file.

AskAIs AI Receipt Generator MCP

Lets MCP clients create professional receipt PDFs, return structured receipt data, and check prepaid API credit through a remote endpoint.

Shopify MCP Server

Enables querying Shopify store data (products, customers, orders) via GraphQL API using read-only tools. Works with Claude Desktop via npx command.

ai-google-analytics-mcp

Provisions Google Analytics 4 for local AI/web projects by creating properties and web data streams, injecting gtag snippets, and saving configuration.

Inflation By Api Ninjas

Enables access to current inflation data including monthly and annual inflation percentages using CPI (Consumer Price Index) or HICP (Harmonized Index of Consumer Prices) indicators through the API Ninjas Inflation API.

delega-mcp

Task management API for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context.

MCP Commands

루비 온 레일즈로 구현된 파일 조작 명령어를 지원하는 MCP 서버

Code-Fundi MCP Server

A production-grade MCP server for the Code-Fundi API, enabling AI agents to map codebases, search semantically, and analyze blast radius. It provides tools for repository management, AI-powered research, and impact analysis before shipping changes.

AnalyticDB PostgreSQL MCP Server

Serves as a universal interface between AI Agents and AnalyticDB PostgreSQL databases, enabling metadata retrieval and SQL execution, with additional capabilities for knowledge graph and LLM memory management.

SSH MCP Server

A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.