modelcontextprotocol

Retrieval from AWS Knowledge Base using Bedrock Agent Runtime.

Web and local search using Brave's Search API. Has been replaced by the [official server](https://github.com/brave/brave-search-mcp-server).

AI image generation using various models.

GitLab API, enabling project management.

Location services, directions, and place details.

Read-only database access with schema inspection.

Browser automation and web scraping.

Interact with Redis key-value stores.

Retrieving and analyzing issues from Sentry.io.

Database interaction and business intelligence capabilities.

Browser automation for web scraping and interaction

PostgreSQL database integration with schema inspection and query capabilities

SQLite database operations with built-in analysis features

Direct local file system access.

Knowledge graph-based persistent memory system for maintaining context

Google Maps integration for location services, routing, and place details

Efficient web content fetching and processing for AI consumption

Direct Git repository operations including reading, searching, and analyzing local repositories

GitLab platform integration for project management and CI/CD operations

MCP server that exercises all the features of the MCP protocol