Discover Awesome MCP Servers

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.

CrustAPI MCP

Provides Google search across multiple surfaces, webpage scraping, and business reviews retrieval via the CrustAPI endpoint.

@lodd/mcp-server

First-party web analytics MCP server for AI agents, providing 42 tools to query traffic, events, funnels, conversions, sources, and performance data.

Zendesk MCP Server by CData

Zendesk MCP Server by CData

Shipping Cost MCP Connector

Pulls real and estimated shipping costs from Shiprocket and Delhivery into Claude, with rollup summaries for yesterday, last 7 days, MTD, and last 30 days.

DatabaseMCP

An MCP server that enables AI agents to safely explore and interact with MySQL databases through dynamic tool generation from stored procedures. It provides database discovery capabilities and intelligent procedure categorization while enforcing security restrictions to prevent data modification.

dolphin-decomp-mcp

Provides a set of low-level tools for reverse engineering GameCube and Wii games via Dolphin's DAP debug server, including memory/register operations, disassembly, breakpoints, and code injection.

Kawaiidra MCP

MCP server that integrates Ghidra for binary analysis, enabling decompilation, disassembly, and advanced reverse engineering tasks through Claude Code.

tasqr-mcp

Enables AI agents to manage task state through MCP, including creating, updating, and tracking tasks, with support for client-side encryption and secure local credential storage.

Gmail MCP Server

A privacy-focused MCP server that grants Claude read-only access to Gmail using strict, user-defined filters to control which emails are exposed. It enables searching and fetching email metadata while ensuring data security through OAuth and localized filter enforcement.

obs-showrunner-mcp

MCP server enabling LLMs to control OBS Studio through high-level show and effect APIs.

Langgraph Deep Search MCP Server

An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensive research through multi-iteration deep searches and quick results. It provides high-quality analysis with automated citations and grounding metadata for thorough investigations.

safeagent-token-safety

Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, LP lock verification across 6 EVM chains. Score 0-100 with risk flags. ERC Token Safety Score standard.

shiplabel-mcp

Carrier-agnostic shipping labels as a self-hostable MCP server. Build one shipment request, get a tracking number and a print-ready label back for DHL, DPD, UPS, FedEx, GLS, Sendcloud, and Shipcloud.

concept2-mcp-server

MCP server for the Concept2 Logbook API, enabling user profile management, workout result operations, and challenge queries.

MCP Server with Qdrant

Qdrant + mcp-qdrant-server This can be translated in a few ways, depending on the context. Here are a few options: * **Literal Translation (Technical):** Qdrant + mcp-qdrant 服务器 (Qdrant + mcp-qdrant fúwùqì) - This is a direct translation, using "服务器" (fúwùqì) for "server." It's suitable if you're discussing the technical components directly. * **More Descriptive (If needed):** Qdrant 向量数据库 + mcp-qdrant 服务器 (Qdrant xiàngliàng shùjùkù + mcp-qdrant fúwùqì) - This adds "向量数据库" (xiàngliàng shùjùkù), meaning "vector database," to clarify what Qdrant is. This is helpful if the audience might not know Qdrant. * **Simplified (If context is clear):** Qdrant + mcp-qdrant (This is acceptable if the audience already understands that these are software components or services.) **Therefore, the best translation depends on the context and the audience's familiarity with Qdrant.** **Recommendation:** If you're unsure, the most accurate and generally useful translation is: **Qdrant + mcp-qdrant 服务器 (Qdrant + mcp-qdrant fúwùqì)**

Excel to JSON MCP by WTSolutions

The Excel to JSON MCP provides a standardized interface for converting Excel and CSV data into JSON format using the Model Context Protocol.

Layntra

MCP server that lets product managers turn ideas into editable Figma designs using natural language, with explicit planning and approval before any changes.

Pinecall MCP

Enables coding agents to build, test, and deploy production voice agents with real phone numbers directly from the editor, including live call monitoring and sandboxed development.

WaPulse WhatsApp MCP Server

A Model Context Protocol server that integrates with WaPulse WhatsApp Web API, enabling users to send messages, manage groups, handle files, and perform various WhatsApp operations programmatically.

PodCrawlerMCP

用于通过网络爬虫进行播客发现的 MCP 服务器。

MEK MCP

MCP server to access the Hungarian Electronic Library (MEK) search engines, enabling agentic tools to search and retrieve content.

eBay MCP Server

Enables eBay sellers to manage inventory, view orders, handle messages, and browse listings through AI assistants using eBay seller APIs.

atlassian-mcp-server

Enables AI agents to manage Jira issues and Confluence pages via natural language, including creating, updating, searching, and uploading file attachments using API token authentication.

LINE Issue MCP

This MCP server enables AI-powered triage of customer messages from LINE Official Accounts or Groups, automatically searching recent GitLab commits and code paths before creating ClickUp tasks in the Client Issues list with priority and evidence tags.

Deep Research MCP Server

Enables conducting comprehensive research on complex topics through multi-layered analysis, automatic complexity assessment, and structured report generation with proper citations and critical analysis frameworks.

Adobe Commerce MCP Server by CData

This read-only MCP Server allows you to connect to Adobe Commerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

@expertcustom/funilaria-mcp

Enables AI assistants to interact with the Funilaria & Pintura portal through typed MCP tools, covering news publishing, supplier searches, stock and balance inquiries, and WhatsApp webhook operations.

AllNewsAPI MCP

Enables LLMs to search for news articles, get top headlines, and access comprehensive news data with advanced filtering options through AllNewsAPI.

MCP Agents

Provides FastMCP-based servers with various tools for AI assistants including math operations, file management, note-taking, todo management, and database operations. Offers both basic and advanced server configurations with tools, resources, and prompt templates.