MCP Observatory
52s ago Tracked 52,799 Last 52s ago 24h 2,818
github Python analyzed 625d15d

LseKit/SequentialThinking

github

Multi-step sequential thinking MCP server powered by large language models — structured reasoning with self-MoA and iterative thinking modes

maintainer
LseKit
license
MIT
first seen
2026-07-04
last seen
2026-07-20
releases · 30d
0
short id

Drift inferred · capture-to-capture

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

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

tools

  • add_connection
  • add_step
  • auto_tag
  • branch_thinking
  • compare_sessions
  • complete_session
  • delete_session
  • detect_biases
  • detect_contradictions
  • evaluate_quality
  • export_session
  • extract_assumptions
  • get_metrics
  • list_sessions
  • merge_insights
  • moa_analyze
  • replay_thinking
  • review_thinking
  • rewrite_query
  • search_sessions
  • start_thinking
  • suggest_next
  • update_step
  • update_tags
  • validate_logic
  • visualize_thinking
code evidence vv1.0.0 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 30

filesystem 4

  • fs LseKit-SequentialThinking-625d15d/Server/Main.py :15 from pathlib import Path
  • fs LseKit-SequentialThinking-625d15d/Storage/Store.py :55 async def open(self):
  • fs (weak) LseKit-SequentialThinking-625d15d/Tests/TestStorageStore.py :30 await s.open()
  • fs LseKit-SequentialThinking-625d15d/__main__.py :28 from pathlib import Path

network 2

  • net LseKit-SequentialThinking-625d15d/Engine/Engine.py :13 import httpx
  • net (weak) LseKit-SequentialThinking-625d15d/Tests/TestLlmEngine.py :56 """mock httpx.AsyncClient.post"""

secrets 1

  • secrets LseKit-SequentialThinking-625d15d/Server/Main.py :49 # 必须在 os.getenv("DEEPSEEK_API_KEY") 之前执行

tool registrations 26

  • export_session LseKit-SequentialThinking-625d15d/Handlers/AdminHandlers.py :18
  • list_sessions LseKit-SequentialThinking-625d15d/Handlers/AdminHandlers.py :47
  • search_sessions LseKit-SequentialThinking-625d15d/Handlers/AdminHandlers.py :63
  • get_metrics LseKit-SequentialThinking-625d15d/Handlers/AdminHandlers.py :72
  • compare_sessions LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :40
  • suggest_next LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :57
  • rewrite_query LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :66
  • visualize_thinking LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :72
  • replay_thinking LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :98
  • auto_tag LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :112
  • moa_analyze LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :138
  • add_connection LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :161
  • detect_contradictions LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :216
  • extract_assumptions LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :263
  • update_tags LseKit-SequentialThinking-625d15d/Handlers/EnhanceHandlers.py :290
  • validate_logic LseKit-SequentialThinking-625d15d/Handlers/QualityHandlers.py :18
  • evaluate_quality LseKit-SequentialThinking-625d15d/Handlers/QualityHandlers.py :42
  • detect_biases LseKit-SequentialThinking-625d15d/Handlers/QualityHandlers.py :61
  • start_thinking LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :22
  • add_step LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :76
  • update_step LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :129
  • review_thinking LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :146
  • branch_thinking LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :169
  • merge_insights LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :185
  • complete_session LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :212
  • delete_session LseKit-SequentialThinking-625d15d/Handlers/SessionHandlers.py :220