Discover Awesome MCP Servers

ClickHouse Trace-Activity MCP Server

Tracks a user's activity by trace ID from application logs stored in ClickHouse. Provides tools for log timeline, trace summaries, and search across services.

OpenSIPS MCP Server

AI-powered control plane for OpenSIPS SIP servers, enabling natural-language operations and CLI-based management for configuration, migration, monitoring, and diagnostics.

Backlinks MCP

A MCP server for retrieving backlink information for any domain(SEO).

mfa-servicenow-mcp

An MCP server for ServiceNow that supports multi-factor authentication via real browser (Playwright) and provides tools for reading, writing, and managing ServiceNow artifacts with safety guards.

Lead Gen MCP Server

A free MCP server that runs a full B2B outbound pipeline inside a Claude conversation, enabling lead scraping, Google Sheets integration, and Instantly campaign creation.

Jokes MCP Server

An MCP server template that provides humor-related tools, specifically fetching Chuck Norris jokes, to demonstrate integration with Microsoft Copilot Studio and GitHub Copilot. It enables developers to deploy and connect standardized AI tools using the Model Context Protocol via HTTP or Server-Sent Events.

cre-fred-mcp

Enables pulling live Federal Reserve economic data (SOFR, Treasury yields, Fed funds rate, mortgage rates, CPI, PCE) for CRE capital markets analysis through an MCP client.

RAGStack-Lambda

Serverless document and media processing with AI chat. Upload documents, images, video, and audio — extract text with OCR or transcription — query using Amazon Bedrock.

Commerce Layer Metrics MCP Server

Enables AI agents to query commerce metrics data such as orders, carts, and returns via breakdowns, stats, and searches through the Commerce Layer Metrics API.

Pine Script v6 MCP Server

Provides accurate Pine Script v6 coding assistance through search, completion, and reference lookup tools using a comprehensive Japanese manual database. Enables developers to quickly find functions, constants, annotations, and API specifications for TradingView Pine Script development.

Smart Cities MCP Server

Enables AI agents to interact with IoT device data from a smart city, including public lighting, water, and gas meters. Supports querying and management via the Model Context Protocol.

code-analysis-context-python-mcp

A Model Context Protocol server for deep codebase understanding of Python projects, focusing on data analysis and scientific computing. It provides architectural analysis, pattern detection, dependency mapping, test coverage analysis, and AI-optimized context generation.

paper-mcp

A local MCP server for searching and reading arXiv papers, enabling paper search, retrieval, and summarization through Claude.

Gmail MCP Server

这个仓库展示了如何使用 MCP 将 Gmail 帐户连接到 LLM。

MCP OpenFoodTox

Enables natural language querying of EFSA's OpenFoodTox database containing 8,006 chemical substances with toxicity data, safety assessments, risk limits, and genotoxicity studies for food additives, pesticides, and contaminants.

Smartlead MCP Server

For "smaertlead mcp server for Campaign", a possible translation in Chinese is: **用于 Campaign 的 Smartlead MCP 服务器** Here's a breakdown: * **Smartlead:** (Direct transliteration) Smartlead * **MCP server:** MCP 服务器 (MCP fúwùqì) - MCP server * **for Campaign:** 用于 Campaign (yòng yú Campaign) - used for Campaign / for Campaign Therefore, the complete translation is: **用于 Campaign 的 Smartlead MCP 服务器**

🐇 MCP SQLite Server

🐇 提供全面 SQLite 数据库交互功能的模型上下文协议 (MCP) 服务器

Cloud Run MCP Server

Enables MCP-compatible AI agents to deploy applications to Google Cloud Run by providing tools for deploying code, listing services, and managing Google Cloud projects.

dispatch-mcp

A security-constrained MCP server that provides tools to dispatch tasks to allowlisted repositories and retrieve their status or results, preventing arbitrary command execution.

DateTime MCP Server

Provides LLMs with current date and time information across any timezone, with configurable defaults and support for IANA timezone identifiers.

xhs-kit

Enables automation of Xiaohongshu (Little Red Book) operations including content publishing, searching, and interacting, with MCP protocol support for AI agent integration.

Agricultural AI MCP Server

Provides real-time crop price data from Indian government sources and agricultural web search capabilities. Enables AI chatbots to access comprehensive agricultural market information and news for farming-related queries.

Milesight Gateway MCP Server

Enables managing applications, devices, profiles, multicast groups, and downlinks on a Milesight UG-series LoRaWAN gateway through natural language.

protonmail-mcp-server

MCP server for reading, searching, and sending ProtonMail emails via the ProtonMail Bridge.

klipper-docs-mcp

Provides local search and git-synced access to Klipper 3D printer documentation.

@tarasrushchak/jira-mcp-server

MCP server for Jira and Confluence integration with 32 tools for managing tickets, sprints, boards, worklogs, and Confluence pages.

@hubnote-mcp/server

MCP server for hubNote, enabling AI assistants to manage workspaces, pages, and data rows via natural language.

Searchspring Integration Assistant

Provides implementation guidance, code validation, and troubleshooting tools for Searchspring's e-commerce APIs including search, autocomplete, recommendations, and tracking. Helps developers properly integrate Searchspring functionality with platform-specific code examples and best practices.

MCP-HASS

Connects AI assistants to Home Assistant, enabling them to discover and control smart home entities, services, areas, devices, and cameras via the Model Context Protocol.