Discover Awesome MCP Servers

nexo-agent-server

Durable MCP control plane for coordinating agent networks, with message ledger, idempotent delivery, and cryptographic identity for each orchestrator.

LeadSpark MCP

Enables AI agents to research companies and find contacts with structured data from multiple free sources, including company info, tech stack, and email addresses.

sequential-thinking

Enables dynamic and reflective problem-solving through a structured thinking process, breaking down complex problems into manageable steps with revision and branching capabilities.

Perplexity MCP Server

提供通过两种工具访问 Perplexity AI 模型的方式：ask\_perplexity 用于获取专业的编程帮助，chat\_perplexity 用于保持持续对话并保留上下文。

Pinchtab MCP Wrapper

MCP server that exposes the Pinchtab browser API for token-efficient web scraping, change detection, and automated testing workflows.

Oura MCP Server

Provides access to Oura Ring health data, including sleep, activity, readiness, and stress metrics via the Model Context Protocol. It enables users to query their personal biometric information and daily health summaries through natural language in MCP-compatible clients.

quantumproxies-mcp

Enables AI agents to scrape, search, map, and crawl the web through residential proxies with real-browser TLS fingerprints, and to generate ready-to-use proxy endpoints of various types for any HTTP client.

semantic-product-search-mcp

Exposes product catalog and semantic search as tools for an LLM agent, enabling natural language product recommendations based on intent rather than keyword matching.

OPNSense MCP Server

A server that enables managing OPNSense firewalls through natural language interactions with Claude Desktop, supporting VLAN management, firewall rules configuration, and network interface queries.

Choice Wiki MCP

Provides Claude with a knowledge base about the Choice restaurant platform, enabling natural language queries about products, pricing, integrations, and features.

Stem MCP Server

Enables AI-powered audio processing including stem separation, vocal extraction, loop creation, and musical analysis using state-of-the-art Demucs models. Designed for music producers and audio engineers working with Logic Pro and other DAWs.

agentsmd-memory

MCP server for managing project memory in AGENTS.md. Allows agents to record and remove durable facts using save/forget tools.

Parallels MCP Server

An MCP server that enables managing Parallels Desktop virtual machines, including listing, starting, stopping, suspending, and executing commands inside VMs.

Browser Tools for Claude Code

Enables browser automation (navigate, screenshot, click, type, etc.) for Claude Code via MCP protocol, with a Chrome extension for configuration.

GoHighLevel MCP Server

Enables AI voice agents like RetellAI and Vapi to directly integrate with GoHighLevel for contact management, calendar availability, and appointment booking without middleware.

dsh-harness-mcp-server

Exposes DeepSeek Harness agent capabilities as an MCP server, letting any MCP client drive Harness to execute real coding tasks with structured results, context isolation, and parallel execution.

db-mcp

MCP server for HighGo and MySQL databases, providing tools for querying, executing DDL, listing tables, and inspecting table structures.

OpenFic MCP

MCP server for OpenFic, enabling AI assistants to manage writing projects, volumes, chapters, characters, notes, and worldbooks through OpenFic's public HTTP API. Supports read-only mode by default and opt-in write operations with safety confirmations for deletions.

rag-server

Local MCP server that provides a search_documents tool to query a RAG pipeline built with Ollama embeddings and ChromaDB, enabling Claude Desktop to retrieve relevant document chunks.

rails-ai-context

Provides AI coding agents with ground truth about a Rails app via 45 read-only tools covering schema, models, routes, controllers, views, jobs, and conventions, working over MCP or CLI and functioning even when the app cannot boot.

siglent-sds-mcp

Enables AI tools to remotely control a SIGLENT SDS800X HD series oscilloscope, configure acquisition, capture waveforms, and analyze signal quality safely through high-level SCPI tools.

CNKI MCP Server

Enables AI agents to search and retrieve academic papers from China National Knowledge Infrastructure (CNKI), supporting various search types including subject, keyword, author, and DOI lookups.

OpenBrowser

An enhanced MCP Playwright browser server that enables robust web automation with persistent locator caching, multi-level click fallbacks, accessibility tree interactions, and smart handling of navigation and popups.

GitHub Read MCP Server

Read-only MCP server for the GitHub REST API that enables agents to query repositories, issues, files, and users without any write access.

bernard

Bernard is an MCP server that provides repo-committed, project-scoped AI memory for coding agents. It enables agents to search past decisions and record new ones, all stored as plain text in the repo without external APIs or services.

ZVV-MCP

An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.

Civil 3D MCP Server

Enables AI assistants to write and execute C# code directly inside Autodesk Civil 3D, providing full API access through code generation and execution.

jobber-mcp

Customer-hosted, read-only MCP server for Jobber operations workflows. It helps owners query Jobber for action lists, overdue invoices, stale requests, estimate/job follow-up, and safe read-only GraphQL validation.

Llama-Bridge

MCP server that enables cloud models (like Gemini/Claude) to delegate coding tasks to a local llama.cpp server, preserving cloud usage limits through an AI-powered code review loop.