Discover Awesome MCP Servers

NetDocuments MCP Server

Enables users to search and fetch NetDocuments files through OAuth authentication. Binary files are automatically converted to plaintext for AI model consumption.

review-gate-mcp

An MCP server that extracts fields from documents and holds uncertain extractions for human review, ensuring high confidence data flows automatically while uncertain cases are resolved manually.

Kubernetes MCP

An MCP server that enables interaction with Kubernetes resources through natural language interfaces like Goose CLI, allowing users to get, read, and patch Kubernetes resources.

AI Charts

An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.

boj-jstat-mcp

An MCP server that provides AI assistants with access to over 40 Bank of Japan statistical databases (interest rates, money supply, exchange rates, tankan, etc.) via the BOJ time-series data search API.

subway-mcp

실시간 수원역 지하철 도착정보를 조회하는 MCP 서버로, 1호선과 수인분당선의 도착정보를 제공합니다.

regintel-mcp

MCP server for the RegIntel API — structured regulatory data across 41 jurisdictions and 212 regulations

whisper-telegram-mcp

An MCP server that enables transcribing local audio files and Telegram voice messages using OpenAI's Whisper via local inference or cloud API. It supports multiple audio formats, automatic language detection, and optional word-level timestamps for AI-powered audio analysis.

figma-mcp

Model Context Protocol integration for the Figma API, enabling AI applications to access Figma files, components, and design tokens.

Alby Bitcoin Payments MCP Server

Enables Bitcoin Lightning wallet integration with LLMs through Nostr Wallet Connect (NWC). Supports lightning payments, LNURL operations, and L402 authentication for AI-powered bitcoin transactions.

Proof Mode

An MCP server implementing a multi-phase backend for structured model interactions, bounded compilation, exact-hash confirmation, and Codex-run provenance, with trust-separation hardening.

minecraft-diagnostic-mcp

An external MCP server for diagnosing Minecraft servers via backup analysis, local runtime, or Docker runtime, offering tools for plugin inspection, log analysis, configuration linting, and performance diagnostics.

Packet Tracer MCP Server

Enables AI models to generate, validate, and deploy network topologies directly into Cisco Packet Tracer from natural-language prompts.

Grype MCP Server

Enables AI assistants to perform vulnerability scanning using Grype, supporting scans of directories, container images, and packages via the Model Context Protocol.

AWS Cost Explorer MCP Server

Enables querying AWS costs and usage data from Claude Desktop through the Cost Explorer API.

jc-mcp

Provides live Chinese sports lottery (竞彩) odds for World Cup 2026 matches, including 5 betting markets, and integrates with AI predictions and betting strategies.

PDF Tools

The local PDF workflow for Claude Desktop and MCP hosts: fill, sign, merge, split, extract, and analyze PDFs without sending files to a web app.

litellm-admin-mcp

Exposes LiteLLM Proxy admin APIs as MCP tools for managing internal users, virtual keys, and spend logs via streamable-http, enabling agents to administer LiteLLM without custom HTTP glue.

claude-peers

Enables Claude Code instances to discover and communicate with each other across different sessions, supporting peer-to-peer messaging and coordination.

havona-mcp

MCP server connecting AI assistants to Havona trade finance API for managing trade contracts, checking blockchain status, and extracting document fields.

MCP PDF to Markdown Converter

A multi-server system that converts PDF documents to Markdown format using FastMCP architecture with upload and convert servers orchestrated by a reactive client agent.

Figma MCP Server

Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI for accessing and managing Figma design files.

MCP-demo

MCP server that demonstrates PostgreSQL database interaction, providing a tool to retrieve user data from a users table.

Apify MCP Server

Enables web scraping, browser automation, and dataset management through Apify's actor platform.

ApiBridge MCP

A bridge that converts HTTP APIs into MCP tools with dynamic toolkit loading, flexible authentication, and automatic documentation.

Acumatica MCP Server

Enables querying and acting on any Acumatica ERP tenant's contract-based REST API through 8 generic tools, covering all entities with read-only by default safety.

iso20022-bank-profile-mcp

A fully local, closed-world MCP server that manages, validates, and serves bank-specific ISO 20022 clearing profiles and rule packs, enabling AI agents to discover profiles, fetch them, lint payloads against them, and validate rule-pack definitions.

MCP Guide

A guide for implementing Model Context Protocol (MCP) servers that provide AI models with external tools like web search, text manipulation, and mathematical operations.

mcp-server-siebel

Enables AI models to interact with Oracle Siebel CRM via its REST API, supporting account, contact, opportunity retrieval, activity creation, record updates, and custom queries.

Gealo MCP Server

Connects AI clients like Claude, Cursor, and VS Code to a Gealo workspace's tasks, projects, meetings, documents, and chat with OAuth authentication and tenant isolation.