发现优秀的 MCP 服务器

mcp-atlassian

An MCP server for integrating with Atlassian products including Confluence, Jira, Bitbucket, and Xray for Jira, enabling AI-powered operations like searching, creating, and updating issues, pages, and test results.

Agrenting MCP Server

Enables hiring remote marketplace agents from Codex using a scoped API key, with tools for creating hirings and checking their status.

PR Viewer MCP Server

Enables PR review workflows by launching a diff visualizer against a git repo and returning 'accepted' or 'rejected' based on user decision.

spanlens-mcp

MCP-native LLM observability. Query your Spanlens traces, stats, cost anomalies, and savings from Cursor, Claude Desktop, or any MCP client. Open source (MIT).

Bring Fast

A multi-user grocery MCP server and dashboard for UAE stores such as Carrefour, Grandiose, Waitrose, and Spinneys, enabling secure OAuth-based sign-in via Grok while keeping each user's supermarket logins and data private.

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Gmail MCP Server

用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器 (Or, more literally: 用于通过 IMAP 和 SMTP 与 Gmail 交互的 MCP 服务器) **Explanation of Choices:** * **MCP Server:** I kept "MCP Server" as is, assuming it's a specific term or acronym that's best left untranslated. If you have more context about what "MCP" stands for, I can provide a more accurate translation. * **用于 (yòng yú):** Means "used for" or "for the purpose of." * **通过 (tōng guò):** Means "through" or "via." * **IMAP 和 SMTP (IMAP hé SMTP):** These are standard internet protocols and are commonly used in their English abbreviations in Chinese technical contexts. * **与 (yǔ):** Means "with" or "and." * **Gmail 交互 (Gmail jiāo hù):** Means "Gmail interaction" or "interacting with Gmail." The second, more literal translation is included because sometimes in technical contexts, a more direct translation is preferred. However, the first option is generally more natural-sounding in Chinese.

DoctorVerify

Enables verification of Indian doctors by querying the National Medical Commission's Indian Medical Register for registration, profiles, and blacklist status, with fallback guidance for manual lookup.

BudgetBakers MCP Server

Integrates Claude with the BudgetBakers Wallet API to access financial data including accounts, transactions, categories, and spending analytics.

andon

Deterministic verification for AI-generated analysis. Reconciliation, consistency and Excel-integrity checks that stop the line when the numbers don't add up.

MCP Chat

A command-line interface application that enables interactive chat with AI models through the Anthropic API, supporting document retrieval, command-based prompts, and extensible tool integrations.

macos-control-mcp

MCP server that enables AI to fully control macOS — mouse, keyboard, terminal, screenshots, window management, UI element detection, and provides AI-optimized information reporting.

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

opn-mcp

MCP server for opn.onl, the open-source self-hostable URL shortener. Shorten links, read click analytics, generate branded QR codes, and manage links — against the hosted service or your own instance.

Weather Alert & Forecast MCP Tool

一个轻量级的微服务，从美国国家气象局 API 获取天气警报和预报，提供美国州级别的警报和基于位置的预报。

cloudwright-mcp

AI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reports

omitly-mcp

MCP server for local, verifiable PDF redaction. Enables AI agents to find sensitive regions, locate text, redact PDFs on-device, verify redaction and tamper-evidence seals, and generate PDFs—without uploading confidential documents.

Design-MCP

An MCP server that enables AI agents to semantically retrieve premium UI components from Awwwards and adapt them into clean React + Tailwind code.

Chess Engine MCP Server

Enables AI assistants to perform professional-grade chess analysis using Stockfish and optionally Leela Chess Zero, including position analysis, full game review, opening lookup, and puzzle generation.

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affinity-creative-mcp

Enables automation of Affinity Photo, Designer, and Publisher from MCP clients, supporting document creation, layer editing, text replacement, export, and more via safe, validated tools.

Google Analytics MCP Server

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Qdrant Retrieve MCP Server

Enables semantic search across multiple Qdrant vector database collections, supporting multi-query capability and providing semantically relevant document retrieval with configurable result counts.

context-capsule

Allows coding agents to securely retrieve curated, sealed Slack message bundles (capsules) via MCP, with full audit and expiration controls.

google-ads-write-mcp

MCP server that exposes write operations on Google Ads, enabling management of campaigns, ad groups, keywords, RSA ads, sitelinks, images, Customer Match audiences, and recommendations.

linear-mcp

A read-only MCP server for Linear that enables listing teams, cycles, and issues, and searching issues via the Linear API.

Heap Analyzer MCP Server

Provides tools to analyze and compare JVM thread dumps, summarizing thread states and detecting deadlocks.

Obsidian MCP Second Brain Server

Enables read-only access to Obsidian vaults with semantic search, tag filtering, and metadata queries. Provides secure, intelligent note retrieval and summarization for LLMs without modifying your vault.

fabric-model-reader-mcp

MCP server for reading and analyzing Fabric semantic models. Supports getting model definitions and executing DAX queries against Power BI datasets.