everything vs total-agent-memory
Side-by-side comparison to help you pick between these two MCP servers.
everything by modelcontextprotocol | total-agent-memory by vbcherepanov | |
|---|---|---|
| Stars | ★ 85,748 | ★ 34 |
| 30d uses | — | — |
| Score | 77 | 46 |
| Official | ✓ | — |
| Categories | Developer ToolsAI / LLM ToolsOther | Developer ToolsAI / LLM ToolsKnowledge Graph |
| Language | TypeScript | Python |
| Last commit | this month | this month |
everything · Summary
Official MCP test server exercising all protocol features for client builders.
total-agent-memory · Summary
Persistent memory layer for AI coding agents with knowledge graphs, embeddings, and 3D visualization.
everything · Use cases
- Testing MCP client implementations against all protocol features
- Learning MCP protocol capabilities through a reference server
- Validating client compatibility with different transport methods
total-agent-memory · Use cases
- Remembering architectural decisions across coding sessions
- Retrieving previously resolved solutions to similar problems
- Maintaining context about bug fixes and troubleshooting steps
everything · Install
NPX (recommended)
{
"mcpServers": {
"everything": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/server-everything"]
}
}
}On Windows, use cmd /c:
{
"mcpServers": {
"everything": {
"command": "cmd",
"args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
}
}
}Docker
{
"mcpServers": {
"everything": {
"command": "docker",
"args": ["run", "-i", "--rm", "mcp/everything"]
}
}
}Global install
npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everythingtotal-agent-memory · Install
Installation
Prerequisites
- Python 3.8+
- SQLite (included)
- Optional: Ollama for advanced features
Basic Install
pip install total-agent-memoryClaude Desktop Integration
Add to Claude Desktop config.json:
{
"mcpServers": {
"total-agent-memory": {
"command": "python",
"args": ["-m", "total_agent_memory.server"],
"env": {}
}
}
}Quick Start
total-agent-memory init
total-agent-memory serve