Discover Awesome MCP Servers

litvm-tcg-oracle

On-chain TCG price oracle for the LitecoinVM ecosystem. 6 tools: search 433K+ trading cards, 60-day price history, Merkle proof verification on LiteForge (Chain 4441), Monte Carlo simulation, and AI card grading via Qwen 2.5 VL.

Ansys MCP Server

Enables AI assistants to interact with Ansys simulation software (Fluent, MAPDL, Mechanical, Geometry) through the Model Context Protocol.

tygagames

Enables coding agents to manage a tyga.games publishing account, including roster, publishing rails, stack services, revenue, and API keys through the same /portal API as the web dashboard.

adops-mcp

Cross-platform ad management MCP server for Google Ads and Meta Ads. Campaign analytics, A/B testing with z-test, anomaly detection, and budget reallocation. 15 tools, 60 tests.

Simple Timer MCP Server

An MCP server that provides interval timing functionality using token-based time tracking, allowing users to start timers with unique identifiers and check elapsed time in milliseconds or human-readable format.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

MCP Duty Pharma

MCP Duty Pharma

cisco-ise-mcp

Exposes Cisco ISE ERS and MNT APIs as MCP tools for querying and managing identity, endpoints, sessions, authentication logs, and policy context.

DataLabel MCP Server

Integrates data labeling workflows with AI IDEs via 12 tools, 6 resources, and 3 prompt templates, enabling LLM-assisted pre-labeling, inter-annotator agreement analysis, and conflict adjudication.

ripgrep-mcp

Provides ripgrep search capabilities to MCP clients like Claude, enabling high-performance text searches across files on your system.

MCP-Ollama

Enables natural language queries to PostgreSQL through an Ollama-powered agent, using MCP protocol to connect the backend to the database and a web interface.

FreeScout MCP Server

Manages FreeScout helpdesk tickets by fetching, analyzing, and updating tickets, drafting replies, and searching with advanced filters via the Model Context Protocol.

xmcp Demo Application

A demonstration MCP server showcasing the xmcp framework's structured approach to defining tools, prompts, and resources with automatic discovery from their respective directories.

Transcripts MCP Server

A remote Model Context Protocol server that retrieves and cleans Microsoft Teams meeting transcripts via the Microsoft Graph API using delegated OAuth 2.0 authentication. It enables AI agents to discover meetings, extract speaker-attributed text, and save transcripts to SharePoint for analysis and automation.

Binance MCP Server

Enables AI agents to interact with Binance cryptocurrency exchange for trading operations, real-time market data access, portfolio management, and account monitoring through secure API integration.

CNIA (Improbidade Administrativa)

MCP server that checks administrative impropriety convictions and ineligibility (CNIA) for a person or company using CPF or CNPJ, via a hosted API with prepaid credits and read-only tools.

VNStock MCP Server

Provides access to Vietnam stock market data including real-time quotes, historical prices, company financials, trading statistics, mutual fund information, and exchange rates through the vnstock library.

cs-ai-notion-mcp

Provides full CRUD capabilities over Notion pages, databases, and content blocks, enabling natural language search, creation, and modification of Notion data.

EmbeDocs-MCP

Enables AI assistants to access up-to-date documentation by indexing GitHub repositories and official docs, providing semantic search through MCP.

Code Review Assistant

An MCP server that automates code review by providing syntax checking, code explanation, and improvement suggestions using a multi-agent system.

Obsidian Research MCP

A Model Context Protocol (MCP) server enabling Claude to read, write, search, and analyse your Obsidian vault with advanced research capabilities.

Rover MCP Server

A ModelContextProvider server that enables secure querying of Red Hat internal groups API using client certificate authentication.

Database Mcp

# 数据库 MCP 服务 一个具有数据库功能的 MCP (Metoro 控制协议) 服务，通过 GORM 支持多种数据库类型。 ## 特性 - 支持多种数据库类型： - MySQL - PostgreSQL - SQLite - SQL Server - ClickHouse - 通过以下方式配置： - 配置文件 (YAML) - 命令行参数 - 环境变量 - MCP 协议集成 - GORM ORM 支持 ## 安装 1. 克隆仓库 2. 安装依赖： ```bash go mod tidy ``` ## 配置 ### 配置文件 (config.yaml) 创建一个 `config.yaml` 文件，结构如下： ```yaml database: type: "mysql" # mysql, postgres, sqlite, sqlserver, clickhouse host: "localhost" port: 3306 username: "root" password: "password" database: "mydb" ssl_mode: "disable" # for postgres file: "database.db" # for sqlite ``` ### 命令行参数 您可以使用命令行参数覆盖配置文件中的设置： ```bash ./database-mcp --config=config.yaml \ --db-type=mysql \ --db-host=localhost \ --db-port=3306 \ --db-user=root \ --db-pass=password \ --db-name=mydb \ --db-ssl-mode=disable \ --db-file=database.db ``` 可用的命令行参数： - `--config`: 配置文件路径 (默认: "config.yaml") - `--db-type`: 数据库类型 (mysql, postgres, sqlite, sqlserver, clickhouse) - `--db-host`: 数据库主机 - `--db-port`: 数据库端口 - `--db-user`: 数据库用户名 - `--db-pass`: 数据库密码 - `--db-name`: 数据库名称 - `--db-ssl-mode`: SSL 模式 (适用于 PostgreSQL) - `--db-file`: 数据库文件 (适用于 SQLite) ## 用法 1. 启动服务： ```bash ./database-mcp ``` 2. 服务将： - 从文件和/或命令行加载配置 - 初始化数据库连接 - 启动 MCP 服务器 - 注册可用的工具和资源 ## MCP 配置 要使用 MCP 服务，请在您的 MCP 客户端中配置 MCP 端点： ``` http://127.0.0.1:8080/sse ``` 这将把您的 MCP 客户端连接到本地运行在 8080 端口的服务。 ## MCP 工具 该服务提供以下 MCP 工具： 1. `get_tables`: 获取数据库中的所有表 - 返回一个包含表名和注释的表列表 2. `get_table_detail`: 获取关于特定表的详细信息 - 参数： - `table_name`: 要获取详细信息的表名 - 返回表信息，包括： - 表名和注释 - 列信息（名称、类型、注释、是否可为空、默认值） 3. `execute_sql`: 执行 SQL 查询 - 参数： - `query`: 要执行的 SQL 查询 - 返回： - 对于 SELECT 查询：一个结果数组 - 对于其他查询：受影响的行数 ## 许可证 MIT 许可证

Arithym

Arithym — lightweight precision math for agents on the go. Exact arithmetic MCP server with 62 tools, zero hallucination, sub-millisecond computation and is 61% cheaper than Python code execution at scale.

isitdisposable-mcp

MCP server that enables AI agents to check if email addresses or domains are disposable using the isitdisposable.com API. It provides tools like check_email, check_domain, and check_batch for real-time validation.

SandMail — Disposable Email API for AI Agents

Create disposable email inboxes, extract OTP codes in 15 languages, and receive webhooks — all from your AI agent. One call: create inbox → wait for email → get the verification code. Supports 7 domains, email forwarding, and HMAC-signed webhooks with OTP included in payload. Free tier available.

MCP Code Reviewer

An AI-powered server for code analysis, requirements validation, and automated fix proposals with human-in-the-loop confirmation. It supports multiple LLM providers and ensures safe file modifications through automatic backups and path validation.

Local File System MCP Server

Provides tools to check disk usage and search files by keyword on the local system.

linkedin-automation-mcp

AI-powered LinkedIn automation server for content generation, profile/company data extraction, and connection request automation, integrating with MCP clients like Claude Desktop.

Godle

Free AI prompt orchestration with 185 expert roles, 1,741 templates, and 4 MCP tools — no API key required