MCP Observatory
1m ago Tracked 39,516 Last 1m ago 24h 3,135
pypi Python analyzed 0.2.2

ogm-mcp-skills

v0.2.2
pypi

MCP Server and AI Agent Skills for OpenGraphMemory

maintainer
Ardian Nurcahya
license
MIT License Copyright (c) 2026 Ardian Nurcahya Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
first seen
2026-08-14
last seen
2026-08-14
releases · 30d
5
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 26 tools
transport stdio counts 26 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • ogm_find_path
  • ogm_get_code_call_graph
  • ogm_get_code_chunks
  • ogm_get_entity
  • ogm_get_evidence
  • ogm_get_graph
  • ogm_get_neighbors
  • ogm_get_relation_evidence
  • ogm_get_subgraph
  • ogm_health
  • ogm_list_datasets
  • ogm_memory_append_attempt
  • ogm_memory_create_episode
  • ogm_memory_feedback_episode
  • ogm_memory_feedback_pattern
  • ogm_memory_get_episode
  • ogm_memory_list_episodes
  • ogm_memory_record_outcome
  • ogm_memory_search
  • ogm_memory_supersede_episode
  • ogm_memory_supersede_pattern
  • ogm_recall_code_memory
  • ogm_record_code_fix
  • ogm_search_entities
  • ogm_sync_code_file
  • ogm_upload_document
skills & danger signals pypi-sdist
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed v0.2.2 · analyzer v32 · 1h ago

skills & prompt files 1

  • skill ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/resources/SKILL.md
code evidence v0.2.2 · pypi-sdist
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 28

filesystem 11

  • fs ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/codebase_tools.py :189 from pathlib import Path
  • fs ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/config.py :10 from pathlib import Path
  • fs ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/setup.py :8 from pathlib import Path
  • fs ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/write_tools.py :10 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/conformance/test_b4.py :5 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_config.py :1 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_docs.py :6 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_harness_examples.py :6 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_package.py :2 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_setup.py :5 from pathlib import Path
  • fs (weak) ogm_mcp_skills-0.2.2/tests/unit/test_workflows.py :6 from pathlib import Path

network 8

  • net ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/client.py :12 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/conformance/test_b4.py :7 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/contract/test_agent_memory_tools.py :3 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/contract/test_client.py :5 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/contract/test_graph_tools.py :1 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/contract/test_read_tools.py :1 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/integration/test_real_core_smoke.py :7 import httpx
  • net (weak) ogm_mcp_skills-0.2.2/tests/unit/test_mcp_server.py :1 import httpx

tool registrations 26

  • ogm_health ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :65
  • ogm_list_datasets ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :69
  • ogm_search_entities ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :73
  • ogm_get_entity ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :93
  • ogm_get_neighbors ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :97
  • ogm_find_path ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :109
  • ogm_get_subgraph ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :129
  • ogm_get_graph ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :153
  • ogm_get_evidence ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :163
  • ogm_get_relation_evidence ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :167
  • ogm_upload_document ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :177
  • ogm_memory_list_episodes ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :200
  • ogm_memory_get_episode ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :210
  • ogm_memory_search ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :214
  • ogm_memory_create_episode ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :236
  • ogm_memory_append_attempt ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :263
  • ogm_memory_record_outcome ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :286
  • ogm_memory_feedback_episode ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :313
  • ogm_memory_supersede_episode ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :325
  • ogm_memory_feedback_pattern ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :339
  • ogm_memory_supersede_pattern ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :351
  • ogm_get_code_call_graph ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :393
  • ogm_get_code_chunks ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :407
  • ogm_recall_code_memory ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :419
  • ogm_record_code_fix ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :439
  • ogm_sync_code_file ogm_mcp_skills-0.2.2/src/ogm_mcp_skills/mcp_server.py :466

declared dependencies 3

  • mcp@>=1.0,<2
  • httpx@>=0.27,<1
  • python-dotenv@>=1,<2