Discover Awesome MCP Servers

python-sandbox-mcp-server

This is a secure Python code execution server that enables LLMs to run Python code safely in isolated Docker containers, supporting stdout capture and Matplotlib PNG generation.

Levels of Self

Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

MCP Commute Assistant

A smart commute assistant that monitors travel routes via the Amap API and sends automated notifications to DingTalk. It enables users to schedule daily route checks and receive real-time traffic updates using a modular MCP-based architecture.

aigently

Securely feeds summarized expert security rules into your coding assistance Claude Code, Cursor, etc — zero config, no API key.

Overleaf MCP Server

Enables MCP clients to manage Overleaf projects via Git sync, including listing, reading, writing, and syncing files.

Gemini Audio Upload

Enables audio file analysis using Google's Gemini multimodal models with support for additional context and system instructions to guide the model's behavior.

Playwright Plus Python MCP

Enables browser automation and web scraping through Playwright, supporting navigation, screenshots, element interaction, form filling, JavaScript execution, and content extraction.

CDK

Buy video game keys, gift cards, and digital subscriptions via x402 USDC payments on Base. 8 tools covering catalog search, price quotes, on-chain purchase confirmation, delivery status, and refunds.

SSH MCP Server

An MCP server that lets an AI assistant run commands and transfer files over SSH without exposing connection details.

openwrt-mcp-server

Enables management of OpenWrt routers via SSH, providing tools for network configuration, system administration, file operations, and package management through natural language.

bucket-helper-mcp

Provides MCP tools for AWS S3 and S3-compatible storage, enabling file upload, download, listing, deletion, and temporary remote file staging via natural language.

Paperless MCP

Enables searching, tagging, uploading, and reading documents in Paperless-NGX, with management of tags, correspondents, document types, and custom fields via MCP tools and resources.

code-graph-mcp

MCP server for comprehensive code analysis, navigation, and quality assessment across 25+ programming languages.

mcptesis

Read-only MCP server exposing a fleet management PostgreSQL database via schema introspection and safe SELECT query tools, enabling natural language question answering about fleet data.

CaddyUI MCP

Enables inspection and management of Caddy reverse proxy configuration via CaddyUI's REST API, including proxy hosts, redirection hosts, raw routes, and TLS certificates.

mcp-json

Provides tools to validate, format, and query JSON strings via MCP. Enables AI agents to work with JSON data without needing keys or internet.

A11y Expert MCP

An accessibility expert MCP server that provides AI coding assistants with real-time access to WAI-ARIA patterns, code review, contrast checking, and WCAG guidance for writing accessible code from the start.

SRC (Structured Repo Context)

An MCP server and CLI tool that transforms codebases into AI-ready context through semantic search, call graph analysis, and incremental indexing. It enables AI assistants to perform hybrid vector and keyword searches to understand complex repository structures and cross-file relationships.

Firefly III MCP Server - Cloudflare Worker

Enables AI tools to interact with Firefly III personal finance manager through the MCP protocol, deployed globally on Cloudflare Workers for low latency.

SentinelMCP

Automated red-teaming and reliability-auditing for AI agents, exposed as an MCP server. It attacks and scores agents for prompt injection, tool misuse, exfiltration, and unreliable behavior.

Vision-OCR-MCP

Enables OCR on images and PDFs, including full-page OCR, region OCR by description or bounding box, and caching with summary capabilities.

mcp-voice-hooks

Voice Mode for Claude Code

hypernmnesia-mcp-viz

A read-only, cross-platform visualization layer for Cortex that renders memory, sessions, and code into six live reading angles (graph galaxy, 3D anatomical brain, execution trace, consolidation board, knowledge browser, and wiki) without ever writing a memory.

DeskMail AI

Connects Claude Desktop to a local email client, enabling AI-powered email reading, searching, drafting, and organization while preventing sending or permanent deletion.

FullMt5McpByLeo

Universal MCP server that enables AI assistants to control MetaTrader 5 directly, executing trades, managing data, and automating MT5 operations through natural language.

athenahealth MCP Server

Enables AI-powered clinical decision support by integrating with athenahealth's API to access patient data, manage prescriptions, check drug interactions, and generate clinical assessments. Provides HIPAA-compliant healthcare workflows with comprehensive audit logging and data sanitization.

perplexity-server

A TypeScript-based MCP server that implements a simple notes system with resources, tools for creating notes, and prompts for summarization.

Lusha MCP Plugin

Enables AI assistants to find and enrich B2B contacts and companies with verified contact details and buying signals using Lusha's API.

serial-bridge-mcp

Enables sharing two serial consoles between a local operator and MCP agents, allowing command execution and status monitoring on connected devices.

memex

Zettelkasten-based persistent memory for AI coding agents. Auto-saves atomic knowledge cards with \[\[bidirectional links]] after tasks and auto-recalls before new ones. No vector DB — plain markdown files with git sync. Works as Claude Code plugin or MCP server for Cursor, VS Code Copilot, Codex, and Windsurf.