How are the reference servers implemented?
They are implemented with either the TypeScript MCP SDK or Python MCP SDK.
MCP servers
@w-jeon
Basic information
About MCP servers
No overview available yet
MCP servers config
Add this server to your MCP-compatible client using the configuration below.
{
"mcpServers": {
"mcp-servers-w-jeon": {
"command": "npx",
"args": [
"-y",
"@modelcontextprotocol/server-memory"
]
}
}
}MCP servers tools
9Create 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
Delete multiple relations from the knowledge graph
Read the entire knowledge graph
Search for nodes in the knowledge graph based on a query
Open specific nodes in the knowledge graph by their names
Overview
What is Model Context Protocol servers?
A collection of reference implementations for the Model Context Protocol (MCP), along with references to community-built servers. It demonstrates how MCP gives Large Language Models (LLMs) secure, controlled access to tools and data sources.
How to use Model Context Protocol servers?
Each reference server is implemented with either the TypeScript or Python MCP SDK. Consult the server’s directory for specific usage instructions.
Key features of Model Context Protocol servers
- Collection of reference MCP server implementations in TypeScript and Python.
- Demonstrates secure, controlled tool and data access for LLMs.
- Includes official integrations from companies like Browserbase, Cloudflare, Neo4j, and more.
- Features a growing set of community-developed servers across various domains.
- Lists are maintained in alphabetical order to minimize merge conflicts.
Use cases of Model Context Protocol servers
- Secure file operations with configurable access controls (Filesystem server).
- Read-only database access with schema inspection (PostgreSQL server).
- Web content fetching and conversion for efficient LLM usage (Fetch server).
- Knowledge graph-based persistent memory for conversational context (Memory server).
- Browser automation and web scraping (Puppeteer server).
Frequently asked questions
What are official integrations?
Official integrations are maintained by companies building production ready MCP servers for their platforms.
Are community servers endorsed by Anthropic?
No, community servers are untested and should be used at your own risk. They are not affiliated with or endorsed by Anthropic.
Why are lists sorted alphabetically?
Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items.
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