MGCP

general MCP Server

Memory Graph Core Primitives — persistent, graph-based memory for LLM interactions via MCP

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Why This Matters

Discovered via github-topic:mcp and last synced 4mo ago.

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github-topic:mcp
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2
Last synced
4mo ago
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63
Tools
0
Resources
0
Prompts
Standard I/O
Transport

Available Tools (63)

link_lessons

Create typed relationships

update_project_todo

Update todo status

refine_lesson

Improve existing lesson

get_lessons_by_category

Get lessons in a category

add_project_todo

Add todo item

search_catalogue

Semantic search catalogue

create_workflow

Create workflow

remove_catalogue_item

Remove item

add_workflow_step

Add step

query_workflows

Match task to workflow

get_workflow_step

Get step with lessons

UserPromptSubmit

advisory

update_workflow

Update workflow

rem_run

Run consolidation cycle (staleness, duplicates, communities)

list_enforcement_rules

List all configured rules

PreToolUse

**enforcing**

mgcp-import

Import lessons from JSON

Phase

Status

rem_status

Show schedule state and what's due

PreCompact

advisory

update_workflow_state

Track active workflow and step progress

remove_enforcement_rule

Delete a rule

schedule_reminder

Schedule self-reminder

Hook

Event

mgcp-bootstrap

Seed initial lessons and workflows

toggle_enforcement_rule

Enable/disable without deleting

mgcp-migrate

Migrate from ChromaDB to Qdrant (legacy installs)

get_workflow

Get workflow with steps

get_lesson

Get full lesson details

delete_lesson

Remove lesson from all stores

search_communities

Semantic search community summaries

mgcp-init

Configure LLM clients, deploy hooks, download embedding model

spider_lessons

Traverse related lessons

add_catalogue_item

Add any item (arch, security, library, convention, coupling, decision, error, or custom)

list_categories

Browse lesson hierarchy

get_project_context

Load saved context

add_lesson

Create a new lesson

list_workflows

List available workflows

add_enforcement_rule

Add a new rule (trigger + preconditions + bypass scope + deny reason)

PostToolUse

advisory

workflows

Multi-step processes with enforcement

save_project_context

Persist for next session

get_catalogue_item

Get item details

list_projects

List all projects

detect_communities

Auto-detect topic clusters via Louvain

update_enforcement_rule

Change fields on an existing rule

mgcp-duplicates

Find semantically similar lessons

link_lesson_to_workflow_step

Link lesson to step

get_enforcement_rule

Full definition of one rule

save_community_summary

Persist LLM-generated community summary

Command

Description

mgcp-backup

Backup/restore all MGCP data

Tool

Purpose

reset_reminder_state

Clear reminders

mgcp

Start MCP server

Endpoint

Description

rem_report

View last cycle's findings

mgcp-dashboard

Start web UI

Component

Potential Use

SessionStart

advisory

Domain

Example Lessons

mgcp-export

Export lessons/projects to JSON

query_lessons

Agent retrieves relevant guidance before acting