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by Bina-man • Security & Privacy
A curated collection of reference Model Context Protocol (MCP) server implementations that enable LLMs to securely access tools and data sources.
Secure, controlled access to files, repositories, and cloud resources via standardized MCP servers.
Extend LLMs with tool integrations such as web search, browser automation, image generation, and database querying.
Local reference implementations for development, testing, or integration with MCP clients like Claude Desktop.
This repository provides reference MCP servers implemented in Typescript and Python, demonstrating integrations with services like Git, GitHub, databases, cloud providers, search, and browser automation. It includes examples and instructions for running servers locally (via npx, uvx, or pip) and configuring MCP clients such as Claude Desktop. Managed by Anthropic with community contributions, it serves as both a learning resource and a catalog of official and community-built MCP servers.
Create multiple new entities in the knowledge graph
Create multiple new relations between entities in the knowledge graph. Relations should be in active voice
Add new observations to existing entities in the knowledge graph
Delete multiple entities and their associated relations from the knowledge graph
Delete specific observations from entities in the knowledge graph
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