Discover Awesome MCP Servers

healow-mcp-server

An MCP server that wraps the eClinicalWorks / healow FHIR R4 API so an MCP client (e.g. Claude Desktop) can read patient clinical data from one or more practices.

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)

SharkMCP

A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.

figmind

MCP server that connects AI clients to Figma, enabling real-time reading, creation, and modification of designs using natural language.

MCP Executor Server

A secure server that enables code execution in isolated Docker environments, supporting Python with strict security constraints including network isolation, limited filesystem access, and resource limitations.

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.

kaspi-merchant-mcp

Enables managing Kaspi Marketplace orders through AI assistants, including listing, accepting, completing, and canceling orders, with real-time operations directly on production data (no sandbox).

Xiaohongshu MCP Server

An automation server that enables interaction with Xiaohongshu platform through browser automation, supporting functions like article search, content viewing, reading comments, and posting comments.

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.

masabbs-mcp

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

ida-domain-mcp

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

Work Memory MCP Server

Manages persistent work memories and context across AI tools, enabling structured storage, search, and retrieval of work content, tasks, and knowledge with session-based project organization.

inked

inked

Odoo Dev MCP

An MCP server for Odoo module development that provides version-aware documentation links, intelligent code generation, and development workflow automation for Odoo versions 17.0, 18.0, and 19.0.

io.github.arpe-io/fastbcp-mcp

Enables exporting data from databases to files (CSV, TSV, JSON, BSON, Parquet, XLSX, Binary) with optional cloud storage targets, via a two-step preview-execute safety process.

Vitally MCP Server

Provides access to Vitally customer success platform data, enabling users to search accounts and users, view health scores, manage conversations and tasks, and create notes through natural language interactions.

WOL MCP Server

Provides read-only access to the Watchtower Online Library (WOL) with advanced search capabilities, document retrieval, and multilingual support. Enables users to search and browse Jehovah's Witnesses publications through natural language interactions.

Onplana MCP server

Open-source TypeScript MCP server template with Streamable HTTP transport, Bearer auth, and prompt-injection containment, plus a client SDK for Onplana's hosted MCP endpoint.

bricks-use

MCP server for executing Databricks SQL queries and comparing table data, supporting CLI and VS Code integration.

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.

erddap-mcp-demo

Enables LLMs to interact with ERDDAP search, metadata, and tabledap services for oceanographic data.

MCP Utils

A comprehensive utilities library for building Model Context Protocol servers, providing standardized tools for response formatting, caching, rate limiting, logging, and WebSocket management.

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。

mymedi-ai-mcp-server

Healthcare billing AI for agents — 12 tools for ICD-10/CPT/HCPCS code lookup (80K+ codes), prior auth prediction, medical NER, claims validation, HIPAA compliance auditing, and provider/drug enrichment. Pay-per-call via credits or USDC.

loctree-mcp

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

SWOTPal — SWOT Analysis

Generate SWOT analyses, competitive comparisons, and browse 100+ pre-built industry examples for any company, brand, or topic. Supports 12 languages.

Microsoft Graph MCP Server

A comprehensive server that enables AI applications to interact with Microsoft 365 and Azure AD services through standardized Model Context Protocol interfaces.

viam-community-mcp

An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It is currently in early development and not yet functional.

SKILLful MCP Docx Processor

A Word document processing MCP server that exposes a single tool (docx_process) routing to 63 operations covering creation, editing, formatting, and querying, with on-demand skill loading for context efficiency.