Discover Awesome MCP Servers

xing-mcp

An MCP server that enables searching and retrieving job listings from XING, including job details, salary estimates, and company job postings.

Obsidian MCP Server

Enables AI assistants to read, write, and manage Obsidian notes, folders, and periodic notes via the Local REST API, including search and command execution.

Polymarket MCP Server

Enables comprehensive read access to Polymarket prediction market data, including live prices, order books, and market statistics. It allows AI assistants to analyze events, search markets, and monitor real-time signals without requiring API keys or authentication.

hac-mcp

Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris Administration Console (HAC), enabling automated FlexibleSearch queries, ImpEx imports, Groovy script execution, and system administration across multiple environments with fine-grained permissions.

wechat-gateway-mcp

MCP server that lets AI agents manage WeChat Work customer relations via a self-hosted gateway, supporting contact/tag/content queries, group messaging previews and creation, and moment SOP rules with confirm-before-send safety.

gromacs-mcp

Enables running GROMACS molecular dynamics simulations through natural language, with tools for topology building, solvation, simulation management, and trajectory processing via the Model Context Protocol.

Splunk Automated Triage MCP Server

Provides tools to search Splunk logs, inject test data, and send triage emails, enabling AI-driven incident investigation.

AI Doctor Assistant MCP Server

Provides 12 medical tools for symptom checking, lab report explanation, emergency detection, and health advice, emphasizing safety and disclaimers.

Custom MCP Server on Databricks Apps

Enables deployment and hosting of custom MCP servers on Databricks Apps platform. Provides a template and deployment methods for creating scalable MCP servers with Databricks authentication.

Prismfy MCP Server

Enables web search with configurable filters (engine, language, time-range, domain, page) and provides current tier and quota information via the Prismfy Search API.

SigmaUI DS MCP Server

Exposes SigmaUI Design System components to AI assistants, providing tools for component documentation, search, usage examples, and design tokens to accelerate Vue 3 and Nuxt 3 UI development.

McuBuddy

MCP server for AI-assisted MCU and embedded firmware debugging. It connects to real hardware via debug probes, inspects CPU/memory/peripherals, manages Keil builds, and provides structured evidence for fault diagnosis.

biascope

MCP server for scanning AI systems and code for demographic, occupational, and geographic biases. Enables CI integration and AI agent-driven bias detection.

P402 MCP Server

AI payment router for routing across 300+ LLM models with per-request USDC settlement on Base and Tempo, session budgets, and x402 payments via the MCP protocol.

invariant

A unified API provisioning layer that provides AI agents with access to multiple services like weather, stocks, health data, maps, and LLMs through a single MCP endpoint. It handles account creation, key management, quota enforcement, and failover so developers never need to interact with individual provider portals.

WordPress MCP Server by CData

WordPress MCP Server by CData

redmine-mcp-workflows

A schema-aware MCP server for Redmine that validates issue writes against workflow graphs and custom field schemas to prevent errors, with tools for issue lifecycle, time tracking, wiki pages, and more.

SimDoc MCP Server

Enables access to scientific simulation documentation and code snippets for simulators like PyBaMM and Cantera. Provides AI-powered search and retrieval of simulation examples and documentation through natural language queries.

NVIDIA USDCode MCP Server

Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene Description), Python snippets, and API usage through NVIDIA's USDCode AI assistant. Provides specialized guidance for 3D graphics and simulation development workflows.

TOYBOX MCP Server

Zero-friction publishing platform that enables Claude Desktop users to publish artifacts to a personal GitHub Pages portfolio site through simple conversational commands.

MCP Python Interpreter

A Model Context Protocol server that allows LLMs to interact with Python environments, enabling code execution, file operations, package management, and development workflows.

corpus-mcp

An MCP server that enables keyword search over a local directory of documents, providing tools to search, fetch passages, and list sources without requiring external APIs or models.

arXiv Discovery MCP

MCP server for discovering, triaging, and monitoring arXiv papers with transparent interest modeling and inspectable ranking.

NetEase ModSDK MCP Server

Enables document retrieval, code generation, and code review for Minecraft China (NetEase) ModSDK development. It automates the creation of Mod projects, JSON configurations, and Python scripts while ensuring compliance with official development standards.

remote-mcp-server-authless

This MCP server can be deployed on Cloudflare Workers without authentication, enabling remote MCP connectivity from clients like Claude Desktop or Cloudflare AI Playground.

Cortex MCP

Persistent brain, memory, loop controller, and reminder engine for AI coding agents.

mcp-openapi-server

Exposes REST API endpoints defined by OpenAPI specifications as MCP tools, enabling LLMs to discover and interact with those APIs through MCP.

Twenty CRM MCP Server

Connects Twenty CRM with AI assistants to manage CRM data via natural language, supporting full CRUD, dynamic schema, search, and workflow triggering.

agent-pool-mcp

Multi-agent orchestration server that enables parallel task delegation, sequential pipelines, cron scheduling, and cross-model peer review via CLI providers like Codex, Antigravity, OpenCode, and Claude Code.

openclaw-health-mcp

MCP server for AI agent deployment health — gateway status, CPU/memory/swap, recent errors from journalctl/dmesg, skill registry integrity, upgrade outcomes, cron + disk usage. Each component gets HEALTHY/DEGRADED/CRITICAL classification with overall rollup.