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by cryptobro-man • Identity & Access
A curated collection of reference MCP server implementations and community integrations that let LLMs securely access tools and data sources.
Secure, tool-enabled access to data sources (databases, file systems, web, and SaaS APIs) via MCP-compliant servers.
Reference implementations and examples to build or extend MCP servers using TypeScript or Python SDKs.
Quickly prototype or plug in third-party MCP servers (search, vector DBs, cloud services) into agent workflows.
This repository collects reference implementations of Model Context Protocol (MCP) servers implemented with the TypeScript and Python MCP SDKs, plus a large directory of third‑party and community servers. It demonstrates how MCP can be used to provide LLMs controlled access to tools, databases, file systems, web search, and many SaaS platforms. The README includes usage examples for running servers locally (npx / uvx / pip), client configuration snippets, and links to documentation and community resources. The project is MIT licensed and managed in collaboration with the community.
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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