Discover Awesome MCP Servers

Sentice MCP Server

Provides user balance information by connecting to a backend service through the users_balance tool. Built with TypeScript and Express for retrieving financial data.

OT-AIops

Provides AI agents with safe, governed read access to industrial control systems (OPC-UA, Modbus, S7, Mitsubishi, MTConnect, MQTT/Sparkplug) plus cross-protocol diagnostics for troubleshooting data breaks, alarm floods, and unhealthy tags.

FastAPI MCP Application

A REST API built with FastAPI that exposes endpoints via Model Context Protocol (MCP), allowing clients to interact with CRUD operations through MCP interfaces.

Md4llm

It gives you the markdown format of any kind of pdf file. It outputs in structured markdown format.

Memory MCP

Persistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.

MCP-Server

A lightweight bridge connecting LLMs to real-world APIs like finance, weather, news, and GitHub through Anthropic's Model Context Protocol, enabling unified access and intelligent query routing.

DateTime-LocalMCPServer

A Model Context Protocol server built with FastMCP that provides tools for retrieving the current local date and time. It allows LLMs to access precise temporal information directly from the host environment.

agent immune

Adaptive security for AI agents: assess inputs for prompt injection, scan outputs for credential/PII leaks, teach new attack patterns to semantic memory, harden prompts, and monitor metrics. Runs locally via MCP stdio.

MCP TypeScript Demo Server

A TypeScript implementation of the Model Context Protocol server that enables searching arXiv papers and extracting paper information through standardized client-server communication.

Money Lover MCP Server

Enables AI assistants to query and manage personal finance data through the unofficial Money Lover REST API. It provides 27 tools covering authentication, wallets, categories, transactions, events, debts, and static configuration with both read and write capabilities.

mcp-orchestrator-framework

A configurable MCP server that enables creating custom analysis tools through JSON configuration, with built-in frameworks for error handling, self-evaluation, security guardrails, and output artifacts.

Xero MCP Server by CData

Xero MCP Server by CData

Weather MCP Server

Provides real-time weather data and current conditions for major Chinese cities and global locations using the wttr.in API. This HelloAgents-based server enables querying of temperature, humidity, and weather status without requiring an external API key.

mcp-dev-record

A dedicated MCP (Model Context Protocol) server for recording and organizing conversation content, providing templated recording functionality.

remote-mcp-server-authless

Enables deploying a remote MCP server on Cloudflare Workers without authentication, allowing MCP tools to be used from clients like Cloudflare AI Playground or Claude Desktop.

d2-mcp

Enables AI assistants to compile, validate, and explore D2 diagrams using the official D2 WASM package. It provides tools for generating SVGs with custom layouts, themes, and icons directly from D2 source code.

Custom MCP Servers

自定义 MCP 服务器 (Zì dìngyì MCP fúwùqì)

inspect-logs-mcp

Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation logs directly from tools like Claude Code and Cursor. It provides capabilities to list logs, view evaluation summaries, and inspect conversation histories for specific samples.

MySQL MCP Server

Provides MySQL database integration for AI assistants and other MCP clients, allowing them to list tables, read table data, and execute SQL queries.

YearAtAGlance MCP Server

Integrates the YearAtAGlance calendar with AI assistants to manage events, categories, and event density heatmaps. It enables users to perform CRUD operations on calendar data and utilize AI-powered features like natural language milestone creation and yearly analysis.

TradingView MCP Bridge

Personal AI assistant for your TradingView Desktop charts. Connects Claude Code to your locally running TradingView app via Chrome DevTools Protocol for AI-assisted chart analysis, Pine Script development, and workflow automation.

Test MCP Server

A dual-transport MCP server that exposes your API as tools to LLM clients, supporting both stdio transport for local clients like Claude Desktop and HTTP/SSE transport for remote clients like OpenAI's Responses API.

sn-patterns-mcp

Pattern-intelligence MCP server for ServiceNow Discovery that enables AI agents to read, search, validate, author, surgically edit, and reason about Discovery patterns, including NDL grammar, SNMP OIDs, data sources, and emulator blueprints.

AI Evaluator MCP Server

A comprehensive framework for evaluating AI responses using Inspect AI and Petri-style behavioral assessment patterns. Built as an MCP server for real-time evaluation during AI development.

PodHome MCP Server

An MCP server that integrates with the Podhome API to manage multiple podcast shows. It enables users to create and schedule episodes, generate clips, and manage webhooks through natural language commands.

ACE-MCP

Enables AI clients to perform local code search, indexing, and analysis across Java, JavaScript/TypeScript, .NET/C#, and Python projects through the MCP protocol.

fathom-mcp

A Model Context Protocol server that provides AI assistants with direct access to local document collections through full-text search, supporting multiple formats and hierarchical collections.

pwndbg-lldb-mcp

An MCP server that exposes pwndbg commands running under LLDB as tools for AI assistants. This enables AI-driven binary analysis, exploit development, and reverse engineering through pwndbg's enhanced debugging capabilities.

Paper MCP Server

An MCP server that connects to the Paper WebSocket API for managing canvas node operations. It enables users to list, create, update, and delete nodes and documents on the Paper platform.