MCP Observatory
4m ago Tracked 26,550 Last 4m ago 24h 1,898
github Python analyzed 20cccc4

MK-986123/server-memory

github

Local-first MCP server for durable agent memory

maintainer
MK-986123
license
MIT
first seen
2026-06-14
last seen
2026-07-21
releases · 30d
0
short id

Drift inferred · capture-to-capture

  1. HIGH code analysis flagged dynamic code execution in MK-986123/server-memory
capabilities 20 tools
transport stdio counts 20 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • add_observations
  • backup_memory
  • create_entities
  • create_relations
  • delete_entities
  • delete_observations
  • delete_relations
  • export_graph
  • get_observation_history
  • import_graph
  • log_activity
  • manage_tags
  • memory_context
  • memory_context_full
  • memory_stats
  • merge_entities
  • open_nodes
  • query_timeline
  • read_graph
  • search_nodes
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 20cccc4 · analyzer v28 · 2h ago

skills & prompt files 1

danger signals1

code evidence vHEAD · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 30

filesystem 7

  • fs MK-986123-server-memory-20cccc4/src/server_memory/config.py :8 from pathlib import Path
  • fs MK-986123-server-memory-20cccc4/src/server_memory/db.py :9 from pathlib import Path
  • fs MK-986123-server-memory-20cccc4/src/server_memory/graph.py :2480 db.open()
  • fs MK-986123-server-memory-20cccc4/src/server_memory/local_auth.py :9 from pathlib import Path
  • fs MK-986123-server-memory-20cccc4/src/server_memory/paths.py :9 from pathlib import Path
  • fs MK-986123-server-memory-20cccc4/src/server_memory/server.py :10 from pathlib import Path
  • fs MK-986123-server-memory-20cccc4/src/server_memory/stdio_proxy.py :11 from pathlib import Path

network 1

  • net MK-986123-server-memory-20cccc4/src/server_memory/stdio_proxy.py :14 import httpx

secrets 1

  • secrets MK-986123-server-memory-20cccc4/src/server_memory/local_auth.py :38 override = os.environ.get("MEMORY_HTTP_AUTH_TOKEN", "").strip()

database 2

  • db MK-986123-server-memory-20cccc4/src/server_memory/db.py :6 import sqlite3
  • db MK-986123-server-memory-20cccc4/src/server_memory/graph.py :8 import sqlite3

tool registrations 20

  • create_entities MK-986123-server-memory-20cccc4/src/server_memory/server.py :396
  • create_relations MK-986123-server-memory-20cccc4/src/server_memory/server.py :442
  • add_observations MK-986123-server-memory-20cccc4/src/server_memory/server.py :473
  • delete_entities MK-986123-server-memory-20cccc4/src/server_memory/server.py :525
  • delete_observations MK-986123-server-memory-20cccc4/src/server_memory/server.py :555
  • delete_relations MK-986123-server-memory-20cccc4/src/server_memory/server.py :584
  • read_graph MK-986123-server-memory-20cccc4/src/server_memory/server.py :613
  • search_nodes MK-986123-server-memory-20cccc4/src/server_memory/server.py :663
  • open_nodes MK-986123-server-memory-20cccc4/src/server_memory/server.py :716
  • memory_context MK-986123-server-memory-20cccc4/src/server_memory/server.py :745
  • log_activity MK-986123-server-memory-20cccc4/src/server_memory/server.py :790
  • query_timeline MK-986123-server-memory-20cccc4/src/server_memory/server.py :851
  • manage_tags MK-986123-server-memory-20cccc4/src/server_memory/server.py :896
  • merge_entities MK-986123-server-memory-20cccc4/src/server_memory/server.py :981
  • export_graph MK-986123-server-memory-20cccc4/src/server_memory/server.py :1018
  • import_graph MK-986123-server-memory-20cccc4/src/server_memory/server.py :1051
  • memory_stats MK-986123-server-memory-20cccc4/src/server_memory/server.py :1077
  • backup_memory MK-986123-server-memory-20cccc4/src/server_memory/server.py :1096
  • get_observation_history MK-986123-server-memory-20cccc4/src/server_memory/server.py :1149
  • memory_context_full MK-986123-server-memory-20cccc4/src/server_memory/server.py :1183

declared dependencies 11

  • mcp@>=1.0.0
  • platformdirs@>=4.3.8
  • httpx@>=0.27.0
  • sentence-transformers@>=2.0.0
  • numpy@>=1.24.0
  • build@>=1.2.2
  • pip-audit@>=2.7.0
  • pytest@>=8.0.0
  • pytest-asyncio@>=0.23.0
  • ruff@>=0.6.0
  • twine@>=5.0.0