Discover Awesome MCP Servers

Spiral MCP Server

Một triển khai máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cung cấp một giao diện tiêu chuẩn để tương tác với các mô hình ngôn ngữ của Spiral, cung cấp các công cụ để tạo văn bản từ lời nhắc, tệp hoặc URL web.

ONE-MCP

MCP server for the ONE Framework ERP that enables Claude to explore data models, run queries, and understand business logic through autonomous access.

uniprot-link

An MCP server that grounds protein research in the UniProt SPARQL endpoint, providing tools for querying proteins, sequences, variants, diseases, and more via intent-named tools and raw SPARQL.

email-agent-mcp-server

Enables AI-powered Gmail triage: fetches unread emails, classifies them, drafts replies for important ones, and sends only after user approval via conversational review. Exposes tools for checking unread emails and submitting review feedback from Claude Desktop or any MCP client.

GitHub Agent MCP Server

Enables AI agents to interact with GitHub via natural language, supporting repository management, issue tracking, file commits, and more.

Gemini Search MCP Server

An MCP server that generates answers using Gemini 2.0 and Google Search, providing relevant search results alongside the response.

Tarot MCP Server

Provides tarot card reading capabilities with a complete 78-card deck, multiple spread layouts (Celtic Cross, Past-Present-Future, etc.), and detailed card interpretations for divination and daily guidance.

a207-his-mcp

Read-only MCP server providing pediatric CKD patient master data with tools for patient profiles, diagnosis, nutrition ceilings, guardian verification, and patient lists, designed for the CKDNutri project.

angular-i18n-mcp

Manages Angular internationalization (i18n) by extracting, listing, and updating translation strings in XLIFF format through MCP tools.

mcp-gtags-server

Provides fast, indexed code navigation (definitions, references, callers, etc.) for AI coding agents by leveraging GNU Global (gtags), dramatically reducing context noise compared to grep.

@deepidv/mcp-server

Enables AI agents to perform identity verification, KYC/KYB, PEP & sanctions screening, bank statement analysis, and workflow automation via the Model Context Protocol.

Xero MCP Server

Máy chủ MCP cho phép Khách hàng tương tác với Phần mềm Kế toán Xero.

klayout-mcp

Read-only MCP server for KLayout that opens GDS/OAS layouts, inspects geometry and hierarchy, renders deterministic PNGs, and runs batch DRC with structured JSON output.

German Law MCP Server

Enables querying 6,870 German federal statutes, case law, and legislative preparatory works directly from AI assistants and MCP-compatible clients.

My Coding Buddy MCP Server

A personal AI coding assistant that connects to various development environments and helps automate tasks, provide codebase insights, and improve coding decisions by leveraging the Model Context Protocol.

NexusMind

An MCP server that leverages graph structures to perform sophisticated scientific reasoning through an 8-stage processing pipeline, enabling AI systems to handle complex scientific queries with dynamic confidence scoring.

MotorAPI MCP Server

MCP server for looking up Danish vehicle information by registration number or VIN via MotorAPI.dk, including vehicle details, environmental data, equipment, and API usage.

FastMCP Server Generator

Một máy chủ MCP chuyên dụng giúp người dùng tạo các máy chủ MCP tùy chỉnh.

Melchizedek

Persistent memory for Claude Code. Automatically indexes every conversation and provides production-grade hybrid search (BM25 + vectors + reranker) via MCP tools. 100% local, zero config, zero API keys, zero invoice.

hermes-action-bridge

Enables external agents to delegate real-world actions to Hermes Agent via MCP tools such as hermes_run and hermes_plan.

neo4j-gds

Enables LLMs to run complex graph algorithms on Neo4j databases, answering graph-related questions by selecting and executing appropriate parameterised graph algorithms.

agent-mesh

Provides a messaging multiplexer for agents using Redis streams, allowing Claude Code to send, receive, and ping other agents through MCP tools.

ULink MCP Server

Enables AI assistants to manage ULink deep linking projects, including creating smart links, configuring domains, and viewing analytics.

Google Search MCP Server

Enables users to perform Google Custom Search queries through the Model Context Protocol. Requires Google API credentials and Custom Search Engine configuration for web search functionality.

schema-engram-mcp

An MCP server that provides persistent memory for database schemas by storing table structures and metadata in a local SQLite file. It enables LLMs to save, retrieve, and manage database snapshots to maintain a structured understanding of database architectures.

anamnesis

Persistent session memory for Claude Code, providing episodic recall across sessions via structured markdown logs and BM25 search.

PostgreSQL MCP Server

Enables secure, read-only PostgreSQL database interaction through natural language, with automatic database discovery and connection management.

Crankly

MCP server for structured public vehicle data from StartMyCar, providing tools to list makes, models, problems, reviews, fuse box data, manuals, guides, and compare models.

MCP Client/Server using HTTP SSE with Docker containers

A simple implementation of MCP Client/Server architecture with HTTP SSE transport layer, dockerized.