Awesome/awesome-mcp-servers
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@@ -42,6 +42,7 @@ A curated list of awesome Model Context Protocol (MCP) servers.
* 🗺️ - [Location Services](#location-services) * 🗺️ - [Location Services](#location-services)
* 📊 - [Monitoring](#monitoring) * 📊 - [Monitoring](#monitoring)
* 🔎 - [Search](#search) * 🔎 - [Search](#search)
* 🔄 - [Travel & Transportation](#travel-and-transportation)
* 🔄 - [Version Control](#version-control) * 🔄 - [Version Control](#version-control)
* 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations) * 🛠️ - [Other Tools and Integrations](#other-tools-and-integrations)
@@ -76,9 +77,10 @@ Provides access to customer profiles inside of customer data platforms
### 🗄️ <a name="databases"></a>Databases ### 🗄️ <a name="databases"></a>Databases
Secure database access with schema inspection capabilities. Enables querying and analyzing data while maintaining read-only safety by default. Secure database access with schema inspection capabilities. Enables querying and analyzing data with configurable security controls including read-only access.
- [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities - [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery) 🐍 ☁️ - BigQuery database integration with schema inspection and query capabilities
- [designcomputer/mysql_mcp_server](https://github.com/designcomputer/mysql_mcp_server) 🐍 🏠 - MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines
- [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities - [@modelcontextprotocol/server-postgres](https://github.com/modelcontextprotocol/servers/tree/main/src/postgres) 📇 🏠 - PostgreSQL database integration with schema inspection and query capabilities
- [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features - [@modelcontextprotocol/server-sqlite](https://github.com/modelcontextprotocol/servers/tree/main/src/sqlite) 🐍 🏠 - SQLite database operations with built-in analysis features
- [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities - [ktanaka101/mcp-server-duckdb](https://github.com/ktanaka101/mcp-server-duckdb) 🐍 🏠 - DuckDB database integration with schema inspection and query capabilities
@@ -121,6 +123,12 @@ Access and analyze application monitoring data. Enables AI models to review erro
- [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API - [Tomatio13/mcp-server-tavily](https://github.com/Tomatio13/mcp-server-tavily) ☁️ 🐍 – Tavily AI search API
- [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers - [blazickjp/arxiv-mcp-server](https://github.com/blazickjp/arxiv-mcp-server) ☁️ 🐍 - Search ArXiv research papers
### 🚆 <a name="travel-and-transportation"></a>Travel & Transportation
Access to travel and transportation information. Enables querying schedules, routes, and real-time travel data.
- [NS Travel Information MCP Server](https://github.com/r-huijts/ns-mcp-server) 📇 ☁️ - Access Dutch Railways (NS) travel information, schedules, and real-time updates
### 🔄 <a name="version-control"></a>Version Control ### 🔄 <a name="version-control"></a>Version Control
Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs. Interact with Git repositories and version control platforms. Enables repository management, code analysis, pull request handling, issue tracking, and other version control operations through standardized APIs.