MCPVault

train_step

MCP tool from MCP Titan by henryhawke

Explicit learning from example pair

How to use it

train_step is exposed by the MCP Titan MCP server. Add the server to your MCP client (Claude Desktop, Cursor, Windsurf and others), and the train_step tool becomes available to the model automatically. See the full listing for setup details and every tool this server provides.

Install MCP Titan

$npx @henryhawke/mcp-titan
FULL MCP TITAN LISTING

Other tools in MCP Titan (17)

add_training_sample

Feed training data

bootstrap_memory

Quick-load context from text or URL

forward_pass

Query memory and get prediction

get_hierarchical_metrics

Memory tier distribution

get_learner_stats

Monitor learning metrics

get_memory_state

Inspect current memory contents

get_token_flow_metrics

Sequence pattern analysis

health_check

System health & performance

help

List all available tools with descriptions

init_learner

Start background learning service

init_model

Initialize or reconfigure memory system

load_checkpoint

Restore from checkpoint

memory_stats

Get statistical summary

pause_learner

/ resumelearner - Control learning

prune_memory

Clean up low-value memories

reset_gradients

Clear training state

save_checkpoint

Save memory to file