Discover Awesome MCP Servers

cloudradial-mcp

Exposes the CloudRadial REST API (client portal / PSA-adjacent MSP platform) as MCP tools, enabling operations on companies, articles, feedback, archives, flexible assets, and more via 34 tools with HTTP Basic Auth.

@yocoolab/mcp-server

Exposes Yocoolab design feedback threads, selections, and activity events as tools for AI coding assistants like Claude Code.

Weather MCP Server

Enables users to get weather forecasts and alerts for any US city and state through natural language queries using the National Weather Service API.

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.

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.

santa-mcp

给圣诞老人的概念验证 MCP 服务器 (Gěi Shèngdàn Lǎorén de gàiniàn yànzhèng MCP fúwùqì) Alternatively, if you want to emphasize that it's a *proof-of-concept* server: 圣诞老人的概念验证 MCP 服务器原型 (Shèngdàn Lǎorén de gàiniàn yànzhèng MCP fúwùqì yuánxíng) Which translates more literally to: Santa's proof-of-concept MCP server prototype.

Watson Discovery MCP Server

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

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.

API Request MCP Server

Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.

cdp-tools-mcp

Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.

mcp-check-links

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

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.

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.

yungle-mcp

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

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.

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

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.

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

以下是一些使用模型上下文协议 (MCP) 服务器的技巧和最佳实践： (Yīxiē shǐyòng móxíng shàngxiàwén xiéyì (MCP) fúwùqì de jìqiǎo hé zuìjiā shíjiàn:) Alternatively, a more concise translation: 使用模型上下文协议 (MCP) 服务器的技巧和最佳实践 (Shǐyòng móxíng shàngxiàwén xiéyì (MCP) fúwùqì de jìqiǎo hé zuìjiā shíjiàn)

actual-budget-mcp

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

Vault Java MCP Server

PayPal-Java-MCP 服务器。通过在 GitHub 上创建一个帐户来参与 kumartheashwani/paypal-java-mcp-server 的开发。

Computase

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

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.

EAD Factory MCP Server

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