Discover Awesome MCP Servers

MCPMathServer

An MCP server that provides math tools (add, subtract, multiply) and a weather tool, with a LangChain agent client that uses Groq to answer natural language queries.

authorize-net-mcp

实验性的 Authorize.net Node.js TypeScript MCP 服务器

NetGram

Enables AI agents to scoped, permissioned access to Telegram chats with per-chat read/write levels and human approval for sending messages.

fmod-studio-mcp

An MCP server that drives FMOD Studio live through its scripting terminal, exposing the FMOD Studio Scripting API as MCP tools for immediate project editing.

Gerrit Review MCP Server

Provides integration with Gerrit code review system, allowing AI assistants to fetch change details and compare patchset differences for code reviews.

Türkiye Vergi MCP

Enables Turkish tax research, calculation, and document management using official GİB resources, including legislation search, tax computation, invoice validation, and circular drafting.

RhinoMCP

通过模型上下文协议将 Rhino3D 连接到 Claude AI，从而通过直接控制 Rhino 的功能实现 AI 辅助的 3D 建模和设计工作流程。

MCP File Server

用于读取和写入本地文件的 MCP 服务器 (Yòng yú dúqǔ hé xiě rù běndì wénjiàn de MCP fúwùqì) Alternatively, depending on the specific context, you might also say: 本地文件读写 MCP 服务器 (Běndì wénjiàn dú xiě MCP fúwùqì)

mcp-amap

Provides map services such as geocoding, POI search, and route planning through the Amap API, enabling AI applications to interact with map data via natural language.

chess-arena

MCP server for playing chess matches between AI agents across computers, enabling match creation, move submission, and turn waiting.

agent-eval-gate

Serves MCP tools to inspect agent trace JSONL files and evaluate them against golden-case constraints, returning structured metrics and gate results.

research-hub

AI-operable research workspace integrating Zotero, Obsidian, and NotebookLM. Search papers (arXiv/Semantic Scholar/PubMed/CrossRef), ingest into Zotero, sync per-paper notes to Obsidian, verify NotebookLM briefs. All three external tools optional.

Dell Isilon (PowerScale) MCP Server

Enables AI assistants to interact with Dell PowerScale (Isilon) OneFS clusters through over 2,400 tools generated from the REST API specification. It supports managing storage protocols, snapshots, networking, and cluster configurations using natural language.

Google Ads MCP Server

Enables LLMs to interact with the Google Ads API to retrieve account information, list accessible customers, and query campaign performance. It allows users to manage and analyze Google Ads data through natural language interfaces.

Rough Logic

Always free field math and reference for the trades.

Solitarius MCP

MCP server exposing REINVENT4 generative molecular-design operations as validated, LLM-callable tools for drug discovery, including sampling, transfer learning, reinforcement learning, and molecular analysis.

people-memory-mcp

An MCP server that gives AI agents a private, durable memory of people, providing a personal people graph in PostgreSQL with tools to search, remember, and connect people, plus imports from LinkedIn, Google Contacts, and WhatsApp, and a browser UI.

mcp-knowledgebase

Enables AI agents to explore MySQL database schemas and execute read-only queries through a safe, MCP interface.

Network Operator MCP

Enables agents to access network device management interfaces via SSH, keeping credentials on the server side. Supports both interactive terminal sessions and command execution on devices like Huawei VRP, MikroTik, and OpenWrt.

Moleculer MCP Server

Exposes Moleculer microservices as MCP tools for AI assistants like Claude and GPT, with auto-discovery and schema conversion.

ContextOS MCP Server

Unified context intelligence layer for AI agents, enabling orchestration of memory, reasoning, and self-healing indexes with cognition primitives and churn-aware retrieval routing.

Vibsync

Vibsync gives Claude Code, Cursor, Codex, and other AI coding agents long-term team memory and live work context. It carries both what the team knows — discoveries, fixes, failed approaches, product rules, and decisions — and what the team is doing now — questions, tasks, ownership, and active work areas — across sessions and machines.

mcp-server-syncthing

Enables monitoring and control of Syncthing via its REST API, including status, folders, devices, connections, and file operations.

bdu-fstec-mcp

MCP-сервер, дающий Claude (и любому MCP-клиенту) доступ к БДУ ФСТЭК — российской базе данных угроз безопасности информации.

agentshield-mcp

Real-time smart contract security for autonomous AI agents, offering tools for contract verification, wallet monitoring, drain detection, threat reporting, and leaderboards.

ontario-data-mcp

An MCP server for discovering, downloading, querying, and analyzing datasets from Ontario's open data portals, allowing natural language questions and high-performance analytics via DuckDB.

mcp-devdocs-io

Enables substring-search of documentation entries from DevDocs.io via a single tool.

MindLayer TradingView MCP Agent

Connects TradingView's Pine Script indicators with MindLayer's MCP for cryptocurrency trading signals based on RSI and Stochastic RSI analysis.

blitz-mcp

Blitz-mcp gives AI agents full control over iOS/macOS development — boot simulators, interacts with physical iPhones, browse databases, trigger builds, and submit apps to App Store Connect via 30+ MCP tools.

skill-router-mcp

Indexes installed SKILL.md files and provides deterministic search and recommendation tools to help AI agents select relevant skills without executing them.