Discover Awesome MCP Servers

mcp-network-analyzer

Captures browser network traffic, analyzes API patterns, and exposes analysis tools through an MCP server for AI-assisted workflows.

XcodeBazelMCP

A comprehensive MCP server and CLI for Bazel-based Apple platform development, providing 112 tools across 19 workflow categories for building, testing, debugging, and managing iOS, macOS, tvOS, watchOS, visionOS, and Swift Package Manager projects.

PubMed Enhanced Search MCP Server

A Model Content Protocol server that provides enhanced tools to search and retrieve academic papers from PubMed, with features including MeSH term lookup, publication count statistics, and PICO-based evidence search.

Senior Life Care MCP

Provides 20 tools across 6 categories (pension/welfare, health/medical, care, leisure/culture, living support, and safety/emergency) to help seniors aged 60+ easily understand and access Korean welfare services and benefits.

@sylvia/reddit-mcp

MCP server for Reddit data — subreddits, users, search, live comments. No OAuth required.

chromium-arm64

MCP server that enables browser automation and web testing on ARM64 devices like Raspberry Pi, allowing users to navigate websites, take screenshots, execute JavaScript, and perform UI testing via Claude.

AIoT MCP Server

A Model Context Protocol server for AI agents to discover and control IoT devices through MQTT, using the AIoT Agent Network Protocol for device registration and communication.

Simple-MCP-Server

Provides MCP servers (stdio and HTTP) with tools for calculation, text statistics, and unit conversion, plus an agent host that uses Gemini to orchestrate tool calls across them.

Remote MCP Server on Cloudflare

A template for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers with OAuth authentication and SSE transport. It enables LLM clients to securely access and execute tools hosted in a serverless environment.

NAV 2015 FastMCP Server

Provides read-only analytics and metadata exploration for Dynamics NAV 2015 databases, enabling user details, permissions, table schemas, and autonomous SQL queries.

ynab-mcp-server

镜子 (jìng zi)

kops

A read-only kubectl MCP server for AI assistants. The kubectl verb is hardcoded in each tool (get/describe/logs/events) and user input only fills argument values — no mutation path even with malicious input, and Secret/ConfigMap values are never returned (metadata only). Returns structured JSON, plus one-shot k8s_triage (health scan) and k8s_inventory (cluster snapshot).

OMOP MCP Server

Enables natural language exploration of OMOP CDM databases for concept discovery, patient count queries, and cohort SQL generation with support for multiple database backends.

Cinderwright

x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.

MCPAGENT

Enables AI agents to discover and interact with onchain agent infrastructure on Base, including identity, micropayments, and tool capabilities via MCP.

VMware-AIops

AI-powered VMware vCenter/ESXi monitoring and operations. 20 MCP tools for inventory queries, health monitoring, VM lifecycle management, fast provisioning (Linked Clone, OVA, template deploy), snapshot management, and datastore browsing. Supports vSphere 6.5–8.0. Works with local models via Ollama/LM Studio.

gRNAde MCP Server

Enables RNA structure analysis, sequence evaluation, and inverse design using geometric deep learning models. Supports both quick computational analysis and long-running batch processing for generating RNA sequences that fold into target structures.

mcp-server-github

An MCP server that enables GitHub API operations such as managing repositories, issues, and pull requests through natural language.

github-mcp

Enables a connected Claude account to create, update, and commit files to GitHub repositories directly through MCP tools, removing the need for manual git push operations.

dentro MCP

Provides structured commerce data for AI agents, enabling real-time product searches and brand discovery across 22,000+ DTC brands without scraping or hallucination.

MCP-ABI

Enables interaction with Ethereum-compatible smart contracts through their ABI, allowing both read operations (querying state) and write operations (executing transactions) dynamically based on the contract's interface.

mega-mcp

Turn any public MEGA folder into a knowledge source for Claude & other LLMs

seo-auditor-mcp

Enables natural language technical and JavaScript SEO audits, including headless rendering, hydration gap analysis, schema validation, AEO checks, and semantic cannibalization detection.

LSPSteer

Compiler-in-the-loop steering for coding agents - Cursor and Claude Code. It runs your workspace's real language server on each edit, extracts diagnostics scoped to the changed lines and type signatures, and feeds that back to the coding agent.

Geocode MCP Server

Provides global geocoding capabilities to convert city names and addresses into latitude/longitude coordinates using the free OpenStreetMap Nominatim API.

XRAY MCP

Enables AI assistants to understand and navigate codebases through structural analysis. Provides code mapping, symbol search, and impact analysis using ast-grep for accurate parsing of Python, JavaScript, TypeScript, and Go projects.

Shopify MCP Server

MCP server that connects Claude to Shopify stores, enabling natural language queries and actions on products, orders, customers, inventory, and sales analytics. Includes a demo mode with bundled fixtures for trying tools without credentials.

Coolify MCP Server

Enables natural language management of Coolify self-hosted PaaS, including applications, databases, deployments, servers, and environment variables via MCP.

qTest On-Premise MCP Server

MCP server for self-hosted qTest Manager, enabling natural-language management of projects, modules, test cases, requirements, traceability, and test execution via the qTest REST API.

Linear MCP Server

一个处理所有线性资源类型的线性 MCP 实现。