Discover Awesome MCP Servers

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)**

Ubuntu MCP Servers

MCP servers for querying and submitting Ubuntu data via ubq, covering bugs, packages, versions, and merge requests with multiple authentication providers.

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.

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

simple-memory-mcp

Provides AI assistants with persistent memory across sessions using local SQLite and keyword search, allowing storage and retrieval of user preferences, project context, and decisions.

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.

PodCrawlerMCP

用于通过网络爬虫进行播客发现的 MCP 服务器。

Spurs Analytics MCP

Governed data pipeline for NBA ticketing and attendance data, exposing typed tools for AI agents to query game performance and seat-tier sales without direct database access.

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.

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.

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.

Webex Bot MCP

Enables automated messaging, room management, and team collaboration through the Webex platform using a bot.

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.

Kawaiidra MCP

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

ServiceNow MCP Server

Connects Claude Desktop to a ServiceNow instance, enabling natural-language interactions to read incidents, inspect CMDB and table schemas, and create records with guardrails like update set scoping and dry-run preview.

Test MCP Mar19 TRAIA MCP Server

Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API through standardized tools and the Model Context Protocol. It provides seamless API access for automated workflows with support for Docker deployment and asynchronous 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.

Eight Sleep MCP

Unofficial Eight Sleep MCP server for sleep trends, temperature, alarms and gated pod control.

Amazon.in MCP Server

Enables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.

Octopus Deploy MCP Server

A server that enables interaction with Octopus Deploy through the Model Context Protocol, allowing users to manage projects, releases, and deployments across different spaces.

Polymarket MCP Server

Enables AI agents to browse, search, and trade on Polymarket prediction markets, including viewing markets, order books, balances, and placing/canceling orders.

mcp-swagger-reader

Enables reading and parsing Swagger/OpenAPI specifications to list API endpoints, get detailed endpoint info, search APIs, and generate TypeScript types for request/response.

Swiss Whale Intelligence

Methodology-transparent BTC + ETH whale forensics. 30 tools, anonymous OAuth 2.1 Free tier.

re-dyn-mcp

A dynamic-analysis MCP server for reverse-engineering the Broadcom BCM6726b0 WiFi driver, enabling live GDB debugging of the QEMU dhd harness with breakpoints, stepping, and memory inspection.

junai-mcp

Enables deterministic multi-agent pipelines in VS Code and GitHub Copilot, with 25 specialized AI agents and a 9-stage state machine that prevents hallucinated routing.

basic-mcp-server

A demonstration MCP server using FastMCP and streamable-http transport. It provides tools like weather and Kusto queries, secured by Microsoft Entra ID OAuth.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.

Thoughtspot

Thoughtspot