MCP Observatory
6m ago Tracked 53,340 Last 6m ago 24h 2,739
github Python analyzed 92ecbfa

haohewh/starpivot-engine

github

MCP协议驱动的AI Agent工具调用基础设施 — 17个MCP Server / 73个工具 / 100%代码层路由

maintainer
haohewh
license
MIT
first seen
2026-07-09
last seen
2026-07-10
releases · 30d
0
short id

Drift inferred · capture-to-capture

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

capabilities 38 tools
transport stdio counts 38 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • agent_reach_search
  • agent_reach_web_read
  • agent_speak
  • calculate
  • call_agent
  • chart_generate
  • compose_poster
  • convert_document
  • data_clean
  • download_video
  • echo
  • email_send
  • export_csv
  • export_excel
  • finance_audit
  • finance_budget
  • finance_invoice
  • finance_report
  • finance_tax
  • generate_image
  • generate_image_freeapi
  • generate_video
  • list_files
  • ocr_image
  • pdf_to_word
  • query_database
  • read_file
  • read_hot_news
  • read_user_file
  • run_python
  • run_shell
  • skills_execute
  • sms_send
  • speech_recognition
  • video_to_text
  • web_crawl
  • web_search
  • write_file
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 92ecbfa · analyzer v33 · 4d ago

danger signals2

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

code files: 99

filesystem 19

  • fs haohewh-starpivot-engine-92ecbfa/db.py :14 from pathlib import Path
  • fs haohewh-starpivot-engine-92ecbfa/mcp_servers/code_server.py :275 with open(tmp_path, "w", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :268 with open(output_path, "w", encoding="utf-8-sig", newline="") as f:
  • fs haohewh-starpivot-engine-92ecbfa/mcp_servers/media_server.py :205 os.unlink(audio_path)
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/db/database.py :14 from pathlib import Path
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/db/schema.py :15 from pathlib import Path
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/discovery/__init__.py :19 with open(path, "w") as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/discovery/auto_tester.py :157 with open(filepath, "r", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/discovery/registry_manager.py :27 import shutil
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/discovery/wrapper_generator.py :46 with open("my_server.py", "w") as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/marketplace/manager.py :187 with open(server_file, "w", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/marketplace/tool_scorer.py :430 with open(json_file) as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/registry.py :202 with open(filepath, "r", encoding="utf-8") as f:
  • fs (weak) haohewh-starpivot-engine-92ecbfa/starpivot/spark/security_test.py :183 with open(fpath, "r", errors="ignore") as f:
  • fs haohewh-starpivot-engine-92ecbfa/starpivot/spark/update_monitor.py :23 from pathlib import Path
  • fs haohewh-starpivot-engine-92ecbfa/tools.py :46 with open(path, "r", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/tools/file_ops.py :51 with open(path, "r", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/tools/image_ops.py :127 with open(filepath, "w", encoding="utf-8") as f:
  • fs haohewh-starpivot-engine-92ecbfa/tools/registry.py :311 for line in open(env_file):

shell / exec 4

  • shell haohewh-starpivot-engine-92ecbfa/mcp_servers/code_server.py :22 import subprocess
  • shell haohewh-starpivot-engine-92ecbfa/mcp_servers/media_server.py :124 import subprocess
  • shell haohewh-starpivot-engine-92ecbfa/starpivot/discovery/wrapper_generator.py :158 import subprocess
  • shell haohewh-starpivot-engine-92ecbfa/starpivot/spark/update_monitor.py :21 import subprocess

network 8

  • net haohewh-starpivot-engine-92ecbfa/mcp_servers/search_server.py :63 from urllib.parse import quote
  • net haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :141 import requests
  • net haohewh-starpivot-engine-92ecbfa/starpivot/discovery/wrapper_generator.py :255 code += " # import requests\n"
  • net haohewh-starpivot-engine-92ecbfa/starpivot/spark/star_sync.py :2 import json, logging, urllib.request
  • net haohewh-starpivot-engine-92ecbfa/tools.py :157 import requests
  • net haohewh-starpivot-engine-92ecbfa/tools/image_ops.py :449 resp = requests.post(
  • net haohewh-starpivot-engine-92ecbfa/tools/registry.py :318 resp = requests.post(
  • net haohewh-starpivot-engine-92ecbfa/tools/web_ops.py :63 import requests

secrets 4

  • secrets haohewh-starpivot-engine-92ecbfa/tools.py :147 api_key = os.environ.get("FIRECRAWL_API_KEY")
  • secrets haohewh-starpivot-engine-92ecbfa/tools/image_ops.py :438 api_key = os.environ.get("MINIMAX_API_KEY", "")
  • secrets haohewh-starpivot-engine-92ecbfa/tools/registry.py :307 api_key = os.environ.get("MINIMAX_API_KEY", "")
  • secrets haohewh-starpivot-engine-92ecbfa/tools/web_ops.py :53 api_key = os.environ.get("FIRECRAWL_API_KEY")

database 15

  • db haohewh-starpivot-engine-92ecbfa/db.py :9 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/database.py :9 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/agents.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/audit.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/content.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/conversations.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/core.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/finance.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/invitations.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/marketplace.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/memory.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/services.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/tasks.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/mixins/users.py :2 import sqlite3
  • db haohewh-starpivot-engine-92ecbfa/starpivot/db/schema.py :10 import sqlite3

tool registrations 39

  • agent_speak haohewh-starpivot-engine-92ecbfa/mcp_servers/audio_server.py :175
  • speech_recognition haohewh-starpivot-engine-92ecbfa/mcp_servers/audio_server.py :199
  • run_python haohewh-starpivot-engine-92ecbfa/mcp_servers/code_server.py :418
  • run_shell haohewh-starpivot-engine-92ecbfa/mcp_servers/code_server.py :447
  • convert_document haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :528
  • data_clean haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :544
  • export_csv haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :579
  • export_excel haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :608
  • chart_generate haohewh-starpivot-engine-92ecbfa/mcp_servers/data_server.py :637
  • query_database haohewh-starpivot-engine-92ecbfa/mcp_servers/db_server.py :90
  • pdf_to_word haohewh-starpivot-engine-92ecbfa/mcp_servers/doc_server.py :91
  • read_file haohewh-starpivot-engine-92ecbfa/mcp_servers/file_server.py :89
  • read_user_file haohewh-starpivot-engine-92ecbfa/mcp_servers/file_server.py :104
  • write_file haohewh-starpivot-engine-92ecbfa/mcp_servers/file_server.py :122
  • list_files haohewh-starpivot-engine-92ecbfa/mcp_servers/file_server.py :145
  • finance_report haohewh-starpivot-engine-92ecbfa/mcp_servers/finance_server.py :56
  • finance_audit haohewh-starpivot-engine-92ecbfa/mcp_servers/finance_server.py :84
  • finance_budget haohewh-starpivot-engine-92ecbfa/mcp_servers/finance_server.py :128
  • finance_invoice haohewh-starpivot-engine-92ecbfa/mcp_servers/finance_server.py :167
  • finance_tax haohewh-starpivot-engine-92ecbfa/mcp_servers/finance_server.py :228
  • generate_image_freeapi haohewh-starpivot-engine-92ecbfa/mcp_servers/image_server.py :87
  • ocr_image haohewh-starpivot-engine-92ecbfa/mcp_servers/image_server.py :106
  • compose_poster haohewh-starpivot-engine-92ecbfa/mcp_servers/image_server.py :121
  • download_video haohewh-starpivot-engine-92ecbfa/mcp_servers/media_server.py :236
  • video_to_text haohewh-starpivot-engine-92ecbfa/mcp_servers/media_server.py :251
  • generate_video haohewh-starpivot-engine-92ecbfa/mcp_servers/media_server.py :273
  • calculate haohewh-starpivot-engine-92ecbfa/mcp_servers/misc_server.py :87
  • echo haohewh-starpivot-engine-92ecbfa/mcp_servers/misc_server.py :103
  • skills_execute haohewh-starpivot-engine-92ecbfa/mcp_servers/misc_server.py :117
  • generate_image haohewh-starpivot-engine-92ecbfa/mcp_servers/misc_server.py :133
  • call_agent haohewh-starpivot-engine-92ecbfa/mcp_servers/misc_server.py :163
  • email_send haohewh-starpivot-engine-92ecbfa/mcp_servers/notification_server.py :154
  • sms_send haohewh-starpivot-engine-92ecbfa/mcp_servers/notification_server.py :198
  • agent_reach_search haohewh-starpivot-engine-92ecbfa/mcp_servers/search_server.py :126
  • web_search haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :231
  • agent_reach_web_read haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :246
  • agent_reach_search haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :262
  • read_hot_news haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :276
  • web_crawl haohewh-starpivot-engine-92ecbfa/mcp_servers/web_server.py :292

declared dependencies 13

  • mcp@>=1.0.0
  • openai@>=1.0.0
  • dashscope@>=1.14.0
  • fastapi@>=0.100.0
  • uvicorn@>=0.20.0
  • requests@>=2.28.0
  • httpx@>=0.24.0
  • aiohttp@>=3.8.0
  • numpy@>=1.24.0
  • pandas@>=2.0.0
  • Pillow@>=10.0.0
  • easyocr@>=1.7.0
  • python-dotenv@>=1.0.0