Discover Awesome MCP Servers

Fetch MCP Server

提供以各种格式（包括 HTML、JSON、纯文本和 Markdown）获取 Web 内容的功能。

GoPluto MCP

Enables AI assistants to access fresh service provider knowledge, routing rules, and code snippets from GoPluto for expert matching and onboarding flows. Provides tools to search providers, create service requests, and fetch up-to-date documentation directly in prompts.

MCP Memory

Enables MCP clients to remember user preferences and behaviors across conversations using vector search technology.

ranger-mcp-server

Enables management of Apache Ranger access policies, masking, tag-based policies, roles, users, and groups via agentic workflows with Knox authentication.

rpcedge-mcp

Provides Solana RPC tools for agents to check health, estimate priority fees, sample Yellowstone gRPC, and submit signed transactions via the rpc edge relay.

🔒 Minimal GitHub OAuth-enabled MCP Server

快速演示 MCP 服务器，使用 GitHub OAuth 验证用户身份。

imessage-mcp-server

MCP server for reading and sending iMessages on macOS. Exposes iMessage history and send capabilities through tools like list_conversations and send_imessage.

Kobold MCP Server

A server enabling integration between KoboldAI's text generation capabilities and MCP-compatible applications, with features like chat completion, Stable Diffusion, and OpenAI-compatible API endpoints.

QGIS Model Context Protocol Integration

通过模型上下文协议将 Claude AI 连接到 QGIS，使 Claude 能够直接交互和控制 QGIS，以执行诸如项目创建、图层操作和代码执行等任务。

Ask MCP

Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free variants.

icloud-mcp

Provides AI assistants with read-only access to iCloud mail and calendar via IMAP and CalDAV, with opt-in write support for sending mail, managing events, and contacts.

klawfetch

A geo-distributed HTTP proxy for AI agents, enabling web fetching from multiple global regions (Frankfurt, Sydney, New York, San Francisco) with support for screenshots, scraping, and JS rendering.

agent-memory

MCP server providing persistent memory management for AI agents using SQLite and FTS5, enabling storage, full-text search, and recall of memories with namespace isolation.

MaxStat MCP

Official remote MCP server for searching, analyzing, and monitoring channels and publications in the MAX messenger.

Yango Tech Retail MCP

Enables natural-language interaction with the Yango Tech Retail B2B API to create and track orders, browse product catalogs, and manage prices, discounts, and stock levels across darkstores.

biopharma-mcp

MCP server for biopharma software infrastructure offering FDA 21 CFR Part 11 audit trails, CDISC SDTM/Allotrope data exports, 4PL dose-response curve fitting, and HIPAA PII/PHI redaction through 10 Zod-validated tools.

@arkty/redash-mcp

Enables executing SQL queries, exploring database schemas, and exporting results from Redash via MCP, with ad-hoc queries and write protection.

Gemini TTS MCP Server

Provides text-to-speech capabilities using Google's Gemini TTS API with support for multiple voices, automatic chunking of long text, multi-speaker dialogue, and audio playback via Windows Media Player.

Binance MCP Server

Enables AI agents to perform cryptocurrency trading operations on Binance exchange through 30 comprehensive tools supporting spot trading, futures contracts, options, account management, market data analysis, and risk control features. Provides enterprise-grade security with local encrypted API key storage and supports multiple account types with sandbox environment testing.

LexiLint MCP

Offline spell check and BYOK grammar checking for AI assistants. 100% offline spell check via nspell (zero tokens, zero API calls). BYOK grammar checking with your own Gemini, OpenAI, or Claude API key. Works with Claude Desktop, Cursor, ChatGPT, and any MCP-compatible tool. 8 languages supported.

AI Agent Generator

Enables creation and deployment of AI agents through natural language by providing tools for agent specification, smart component integration from 500+ ready-to-use components, and one-click deployment with intelligent auto-configuration.

Liquid Trading MCP Server

Enables natural language trading of Hyperliquid perpetual futures, including portfolio checks, market data, order placement with confirmation, and position management.

codetex-mcp

A commit-aware code context manager for LLMs that indexes Git repositories into a multi-tier knowledge hierarchy (repo overviews, file summaries, symbol details) with SQLite vector search, serving context via the Model Context Protocol.

mcp-server-bitbucket

MCP server with 58 tools for Bitbucket API operations. Manage repositories, pull requests, pipelines, branches, commits, deployments, webhooks, and more.

Palo Alto Networks MCP Server Suite

Enables comprehensive management of Palo Alto Networks firewalls through a modular suite of servers for security policies, network objects, device operations, and system configuration.

Engram Memory MCP

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp

Snowflake Managed MCP Server

Enables AI agents to securely query governed Snowflake data and use Cortex AI tools like semantic search and LLM completions, with read-only, allow-listed access and dual transport options (stdio and authenticated SSE).

Atlassian MCP

用于 Cursor IDE 的托管代码插件，提供与 Atlassian 产品（JIRA、Confluence、BitBucket）的集成，使开发人员能够直接从 IDE 搜索任务、创建新问题、查看文档和管理代码仓库。

sudo-meow-mcp

MCP server that exposes tools to read and control the state machine of a Tauri desktop app, enabling autonomous QA exploration and testing.

Ensembl MCP Server

A Model Context Protocol server providing LLMs with access to the Ensembl genomics database, enabling AI assistants to query gene information, sequences, variants, and other genomic data across multiple species.