Discover Awesome MCP Servers

XP-MCP

XP-MCP provides 40+ specialized AI agents trained on real API documentation, enabling AI assistants to accurately interact with APIs like Binance, Polymarket, and Stripe without hallucination.

craftsman-map

Compiles codebases into a layered knowledge graph, providing an MCP server with 16 tools for AI to navigate, understand, and analyze code before making changes.

mcp-check-links

Analyzes websites for broken links, missing meta tags, and redirect chains, returning a health score and actionable suggestions.

JSON Logs MCP Server

JSON Logs MCP Server

Hindsight

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

Python MCP Server Template

A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.

santa-mcp

Um servidor MCP de prova de conceito para o Papai Noel.

Watson Discovery MCP Server

Enables AI assistants to interact with Watson Discovery, listing projects and collections, and executing natural language queries.

mcp-yandex-dostavka

MCP server for Yandex Delivery B2B API, enabling natural language interaction to calculate delivery costs, create and manage express and platform delivery orders, track couriers, and handle pickup points.

MCP SQLite RBAC Demo

A secure MCP server that exposes a SQLite database to AI agents with Role-Based Access Control, supporting authentication, customer/order/user management, and audit logging.

masabbs-mcp

MCP server enabling LLMs to retrieve thread-centered discussion context and manage organization design through masabbs REST API.

opencode-eyes-nvidia

MCP server that gives non-multimodal models 'eyes' by describing images via NVIDIA NIM's MiniMax-M3 model, with tools to describe images and list available vision models. It supports multiple NVIDIA API keys with automatic failover and rotation.

ida-domain-mcp

Headless MCP server for IDA Pro enabling on-demand database loading and programmatic reverse engineering workflows via MCP tools.

inked

inked

Quant Desk TradingView MCP

Analyzes the instrument currently open on your TradingView chart using 311 published quantitative models and free market data, returning a confidence-scored verdict with position sizing. Supports universe scanning and verified Pine Script export.

Model Context Protocol (MCP) Tips and Best Practices

Uma coleção de dicas e boas práticas para trabalhar com servidores do Protocolo de Contexto de Modelo (MCP).

tempmd-mcp

Enables publishing and updating web artifacts (HTML, Markdown, CSV, Mermaid) to get stable public URLs that update in place; supports lifecycle management like expiry and restoration.

yungle-mcp

Enables reading transfer metadata from Yungle via an AI assistant, supporting read-only access to transfers without send, delete, or invite capabilities.

claude-mcp-tunnel

MCP server that detects project frameworks (25+), starts dev servers, and creates public Cloudflare tunnels from a single tool call. Text Claude via Dispatch "start my project and give me a link" and get back an HTTPS URL you can open on your phone. Supports full-stack projects, auto-installs dependencies, and also works as a standalone CLI.

ContextTree MCP

Enables AI coding assistants to perform local semantic code search using AST parsing and embeddings, finding code by meaning with exact file and line locations, plus AST-based usage lookup.

SearchAPI MCP Server

Connects AI assistants to external data sources (Google, Bing, etc.) via SearchAPI.site, implementing the Model Context Protocol (MCP) for secure and contextual access to web information.

actual-budget-mcp

An MCP server that connects Actual Budget to Claude, enabling users to manage budgets, transactions, and spending insights through natural language.

EAD Factory MCP Server

MCP server for EAD Factory that enables qualified evidence, signature, notifications, and chat via AI agents.

Vault Java MCP Server

PayPal-Java-MCP Server

Computase

Provides local DNA/RNA sequence analysis tools (composition, reverse complement, translation, ORF enumeration, motif scanning) via MCP for agent workflows.

Browser Jet Pilot

Self-hosted MCP server for AI browser automation. Connects to your own Chromium instance via CDP, providing tools for browser control, navigation, interaction, and content extraction.

TaskPilot MCP Server

Provides 13 tools for AI agents to manage tasks, calendar, and goals in TaskPilot, a local-first desktop task manager with a permissioned agent runner and review workflows.

loctree-mcp

Structural code intelligence for AI agents. Scan once, query everything — dead exports, circular imports, dependency graphs, and more. CLI + MCP server.

HyperSpace

混合推理 MCP 服务器，在本地 AI Agent 和大模型之间智能路由，优先使用 DeepSeek Web 和智谱 GLM 实现零成本调用。

Hermes

Hermes is a boilerplate for building agent-ready tools with a shared TypeScript core, enabling a single operation to be used as a CLI command, local MCP tool, remote MCP server, and Skill instructions. It currently demonstrates sending Telegram messages.