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MCP server · RAG

Cortexgraph

· github.com/prefrontal-systems/cortexgraph

Temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable formats: JSONL for short-term memory, Markdown (Obsidian-compatible) for long-term. Memories naturally decay unless reinforced. Features knowledge graphs, smart prompting, and MCP server integration for Claude.

Unclaimed aiai-assisstantclaudecognitive-sceincecognitive-scienceebbinghausebbinghaus-memoryebbinghaus-memory-curveforgetting-curveknowledge-graphknowledge-managementllmmcpmcp-servermemoryobsidianobsidian-mdpythontemporal-decay
InstallView source
39Low

Scored a month ago · breakdown

About Cortexgraph

Cortexgraph is an MCP server in the RAG category: temporal memory system for AI assistants with human-like forgetting curves. All data stored locally in human-readable formats: JSONL for short-term memory, Markdown (Obsidian-compatible) for long-term. Memories naturally decay unless reinforced. Features knowledge graphs, smart prompting, and MCP server integration for Claude.

Install

From source
git clone https://github.com/prefrontal-systems/cortexgraph

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (14)

analyze_for_recall✨ **NEW v0.6.0** - Detect recall intent, suggest search queries

Parameters not published.

analyze_message✨ **NEW v0.6.0** - Detect memory-worthy content, suggest entities/strength

Parameters not published.

cluster_memoriesFind similar memories

Parameters not published.

consolidate_memoriesMerge similar memories (algorithmic)

Parameters not published.

create_relationLink memories explicitly

Parameters not published.

gcGarbage collect low-scoring memories

Parameters not published.

observe_memory_usageRecord memory usage for natural spaced repetition

Parameters not published.

open_memoriesRetrieve specific memories

Parameters not published.

promote_memoryMove to long-term storage

Parameters not published.

read_graphGet entire knowledge graph

Parameters not published.

Show all 14 tools
save_memorySave new memory with tags, entities (auto-enrichment in v0.6.0+)

Parameters not published.

search_memorySearch with filters and scoring (includes review candidates)

Parameters not published.

search_unifiedUnified search across STM + LTM

Parameters not published.

touch_memoryReinforce memory (boost strength)

Parameters not published.

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Questions

About Cortexgraph

How do I install Cortexgraph?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Cortexgraph safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Cortexgraph still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.