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๐Ÿ“ธ ็ณป็ปŸๆˆชๅ›พ

็™ปๅฝ•็•Œ้ข

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ๅˆๅง‹่ดฆๅท๏ผšadmin๏ผŒๅˆๅง‹ๅฏ†็ ๏ผšadmin123

ๆจกๅ—็ฎก็†็•Œ้ข

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็ฎก็†ๆ‰€ๆœ‰ MCP ๆจกๅ—๏ผŒๆ”ฏๆŒๅŠ ่ฝฝใ€ๅธ่ฝฝใ€้‡่ฝฝๆ“ไฝœ

ๅทฅๅ…ท่ฏฆๆƒ…ไธŽๆŽงๅˆถ

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ๅ•็‹ฌๅฏ็”จ/็ฆ็”จๆฏไธชๅทฅๅ…ท๏ผŒๅฎžๆ—ถ็ผ–่พ‘ๅทฅๅ…ทๆ่ฟฐ

ไปฃ็†ๆœๅŠกๅ™จ็ฎก็†

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ไปฃ็†็Žฐๆœ‰ MCP Server๏ผŒๆ— ้œ€ๆ”น้€ ๅณๅฏๆŽฅๅ…ฅ

ไฝฟ็”จ็ปŸ่ฎก็œ‹ๆฟ

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ๅฏ่ง†ๅŒ–ๅฑ•็คบๅทฅๅ…ท่ฐƒ็”จๆฌกๆ•ฐใ€ๆˆๅŠŸ็އใ€ๅ“ๅบ”ๆ—ถ้—ด

AI ไปฃ็ ็”Ÿๆˆ

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้€š่ฟ‡่‡ช็„ถ่ฏญ่จ€ๅฏน่ฏ็”Ÿๆˆ MCP ๆ’ไปถไปฃ็ 


๐ŸŽฏ ่ฟ™ๆ˜ฏไป€ไนˆ๏ผŸ

MCPHub ๆ˜ฏไธ€ไธชๅŸบไบŽ MCP (Model Context Protocol) ๅ่ฎฎ็š„ๅทฅๅ…ทๆœๅŠกๅนณๅฐใ€‚ๅฎƒ่งฃๅ†ณไบ†ๅฝ“ๅ‰ AI Agent ็ณป็ปŸ็š„ไธ€ไธช็—›็‚น๏ผš

ๆฏไธช MCP Server ้ƒฝ้œ€่ฆๅœจๅฎขๆˆท็ซฏๅ•็‹ฌ้…็ฝฎ๏ผŒๅฝ“ๅทฅๅ…ทๆ•ฐ้‡ๅขžๅคšๆ—ถ๏ผŒ้…็ฝฎ็ฎก็†ๅ˜ๅพ—ๆททไนฑใ€‚

MCPHub ็š„่งฃๅ†ณๆ–นๆกˆ๏ผš

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    ไน‹ๅ‰๏ผšๅˆ†ๆ•ฃ้…็ฝฎ                                
โ”‚  Claude/Cursor ้œ€่ฆ้…็ฝฎๆ•ฐๅไธช MCP Server ๅœฐๅ€                    
โ”‚  - mcp-server-filesystem                                        
โ”‚  - mcp-server-github                                            
โ”‚  - mcp-server-postgres                                          
โ”‚  - mcp-server-python                                            
โ”‚  - ... (้…็ฝฎ็ˆ†็‚ธ)                                                
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                              โฌ‡๏ธ
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    ไน‹ๅŽ๏ผš็ปŸไธ€ๅ…ฅๅฃ                                
โ”‚  Claude/Cursor ๅช้œ€้…็ฝฎไธ€ไธชๅœฐๅ€                                 
โ”‚  { "mcpServers": { "mcp-hub": { "url": "http://host:9000/mcp" } } } 
โ”‚                                                                 
โ”‚  MCP Hub ่‡ชๅŠจ่šๅˆๆ‰€ๆœ‰ๅทฅๅ…ท๏ผŒๅฎž็Žฐ๏ผš                                
โ”‚  โœ… ้›†ไธญๅผๅทฅๅ…ท็ฎก็†                                               
โ”‚  โœ… ็ƒญๆ’ๆ‹”ๅฏ็”จ/็ฆ็”จ                                              
โ”‚  โœ… ็ปŸไธ€็›‘ๆŽง็ปŸ่ฎก                                                 
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

โœจ ๆ ธๅฟƒไบฎ็‚น

1๏ธโƒฃ ไธ€ไธชๅœฐๅ€๏ผŒๆ— ้™ๅทฅๅ…ท

AI Agent ๅฎขๆˆท็ซฏๅช้œ€้…็ฝฎไธ€ไธช MCP Server ๅœฐๅ€๏ผŒๅณๅฏ่ฎฟ้—ฎๅนณๅฐไธŠๆ‰€ๆœ‰ๅทฅๅ…ทใ€‚ๆ— ่ฎบๆ˜ฏๅ†…็ฝฎๅทฅๅ…ทใ€่‡ชๅฎšไน‰ๆ’ไปถ๏ผŒ่ฟ˜ๆ˜ฏไปฃ็†็š„็ฌฌไธ‰ๆ–น MCP Server๏ผŒ้ƒฝๅฏนๅฎขๆˆท็ซฏ้€ๆ˜Žใ€‚

2๏ธโƒฃ ็ƒญๆ’ๆ‹”ๅทฅๅ…ท็ฎก็†

  • ๆจกๅ—็บง็ฎก็†๏ผšๅŠ ่ฝฝใ€ๅธ่ฝฝใ€้‡่ฝฝๆจกๅ—๏ผŒๆ— ้œ€้‡ๅฏๆœๅŠก

  • ๅทฅๅ…ท็บงๆŽงๅˆถ๏ผšๅ•ไธชๅทฅๅ…ทๅฏ็‹ฌ็ซ‹ๅฏ็”จ/็ฆ็”จ

  • ้…็ฝฎ็ƒญๆ›ดๆ–ฐ๏ผšๅทฅๅ…ทๆ่ฟฐไฟฎๆ”นๅŽ็ซ‹ๅณ็”Ÿๆ•ˆ๏ผŒๆ— ้œ€้‡ๅฏ

3๏ธโƒฃ ไปฃ็†็Žฐๆœ‰ MCP Server

ๅทฒๆœ‰ MCP Server๏ผŸๆ— ้œ€ๆ”น้€ ๏ผŒ็›ดๆŽฅ้…็ฝฎไปฃ็†ๅณๅฏๆŽฅๅ…ฅ๏ผš

{
  "name": "my-existing-server",
  "url": "http://existing-server:8080/mcp",
  "transport": "streamable-http"
}

ๅนณๅฐไผš่‡ชๅŠจๅ‘็Žฐๅนถ้€ๆ˜Žไปฃ็†่ฏฅๆœๅŠกๅ™จ็š„ๆ‰€ๆœ‰ๅทฅๅ…ทใ€‚

4๏ธโƒฃ AI ่‡ชๅŠจ็”Ÿๆˆ MCP ๆ’ไปถ

ๅ†…็ฝฎ AI ไปฃ็ ็”ŸๆˆๅŠŸ่ƒฝ๏ผŒ้€š่ฟ‡่‡ช็„ถ่ฏญ่จ€ๅฏน่ฏๅณๅฏ็”Ÿๆˆ็ฌฆๅˆ่ง„่Œƒ็š„ MCP ๆจกๅ—ไปฃ็ ๏ผš

็”จๆˆท: ๅธฎๆˆ‘ๅˆ›ๅปบไธ€ไธชๅคฉๆฐ”ๆŸฅ่ฏขๅทฅๅ…ท
AI: ๅทฒ็”Ÿๆˆ t_weather ๆจกๅ—๏ผŒๅŒ…ๅซ get_current_weather ๅ’Œ get_forecast ไธคไธชๅทฅๅ…ท...

ไบบไบบ้ƒฝ่ƒฝๆˆไธบ MCP ๅทฅๅ…ทๅผ€ๅ‘่€…๏ผ

5๏ธโƒฃ ๆ’ไปถ็”Ÿๆ€๏ผšๅฎ‰่ฃ…ไธŽๅˆ†ไบซ

  • ไธ€้”ฎๅฎ‰่ฃ…๏ผšไธŠไผ  ZIP ๅŒ…ๅณๅฏๅฎ‰่ฃ…็ฌฌไธ‰ๆ–นๆ’ไปถ

  • ไธ€้”ฎๅฏผๅ‡บ๏ผšๅฐ†่‡ชๅฎšไน‰ๆ’ไปถๆ‰“ๅŒ…ไธบ ZIP๏ผŒๅˆ†ไบซ็ป™ๅ…ถไป–็”จๆˆท

  • ๆจกๅ—ๅŒ–้š”็ฆป๏ผšๅ†…็ฝฎๅทฅๅ…ท (tools/) ไธŽๅค–้ƒจๆ’ไปถ (tools_external/) ๅˆ†็ฆป็ฎก็†

6๏ธโƒฃ ๅ…จๆ–นไฝไฝฟ็”จ็ปŸ่ฎก

็›ด่ง‚ๆŸฅ็œ‹ๆฏไธชๅทฅๅ…ท็š„ไฝฟ็”จๆƒ…ๅ†ต๏ผš

  • ่ฐƒ็”จๆฌกๆ•ฐ็ปŸ่ฎก

  • ๆˆๅŠŸ็އ่ฟฝ่ธช

  • ๅ“ๅบ”ๆ—ถ้—ดๅˆ†ๆž

  • 24 ๅฐๆ—ถ่ถ‹ๅŠฟๅ›พ


๐Ÿ› ๏ธ ๅ†…็ฝฎๅทฅๅ…ท

ๅนณๅฐ้ข„็ฝฎไบ†ๆ ธๅฟƒๅทฅๅ…ทๆจกๅ—๏ผŒๅผ€็ฎฑๅณ็”จ๏ผš

็ฑปๅˆซ

ๆจกๅ—

ๅทฅๅ…ท

่ฏดๆ˜Ž

๐Ÿ–ฅ๏ธ CLI ๆ‰ง่กŒ

t_cli

run_cli_command, list_directory, get_system_info, get_disk_usage, get_running_processes, find_files...

ๆ‰ง่กŒ็ณป็ปŸๅ‘ฝไปคใ€ๆŸฅ็œ‹่ฟ›็จ‹ใ€็ฃ็›˜็›‘ๆŽงใ€็ฝ‘็ปœไฟกๆฏ

๐Ÿ Python ๆ‰ง่กŒ

t_python

run_python_script, install_package, run_python_script_async, get_script_status

ๅฎ‰ๅ…จๆ‰ง่กŒ Python ่„šๆœฌใ€ๅฎ‰่ฃ…ไพ่ต–ๅŒ…ใ€ๅผ‚ๆญฅๆ‰ง่กŒ

๐Ÿค– GUI ่‡ชๅŠจๅŒ–

t_autogui

autogui_start_task, autogui_get_status, autogui_get_history, autogui_stop_task

AI ้ฉฑๅŠจ็š„ๆกŒ้ข่‡ชๅŠจๅŒ–๏ผŒ่‡ชๅŠจๆ“ไฝœ้ผ ๆ ‡้”ฎ็›˜

๐Ÿ““ ็ฌ”่ฎฐๆœฌ

t_notebook

add_note, read_note

็ฌ”่ฎฐๅˆ›ๅปบไธŽๆŸฅ่ฏข๏ผŒๆŒไน…ๅŒ–ๅญ˜ๅ‚จ

็‰น่‰ฒๅŠŸ่ƒฝ๏ผšAI ้ฉฑๅŠจ GUI ่‡ชๅŠจๅŒ–

t_autogui ๆจกๅ—ๅฎž็Žฐไบ† AI ้ฉฑๅŠจ็š„ๆกŒ้ข่‡ชๅŠจๅŒ–๏ผš

็”จๆˆท: ๅธฎๆˆ‘ๆ‰“ๅผ€ๆต่งˆๅ™จๅนถ่ฎฟ้—ฎ GitHub
Agent: [่ฐƒ็”จ autogui_start_task] โ†’ AI ่ง„ๅˆ’ไปปๅŠกๆญฅ้ชค โ†’ ๆ‰ง่กŒ้ผ ๆ ‡้”ฎ็›˜ๆ“ไฝœ

่ฟ™ๆ˜ฏๆœฌๅนณๅฐ็š„ๆ€ๆ‰‹็บงๅŠŸ่ƒฝ๏ผšAI ๅฏไปฅๅƒไบบ็ฑปไธ€ๆ ทๆ“ไฝœ็”ต่„‘ๆกŒ้ข๏ผŒๅฎŒๆˆๅคๆ‚็š„ GUI ไบคไบ’ไปปๅŠกใ€‚


๐Ÿ“ฆ ๆ‰ฉๅฑ•ๅทฅๅ…ท

้™คไบ†ๅ†…็ฝฎๅทฅๅ…ท๏ผŒๅนณๅฐ่ฟ˜ๆ”ฏๆŒๅฎ‰่ฃ…ๆ‰ฉๅฑ•ๆ’ไปถใ€‚ไปฅไธ‹ๆ˜ฏไธ€ไบ›ๅฏ็”จ็š„ๆ‰ฉๅฑ•ๅทฅๅ…ท็คบไพ‹๏ผš

็ฑปๅˆซ

ๆจกๅ—

ๅทฅๅ…ท

่ฏดๆ˜Ž

๐Ÿ“ ๆ–‡ไปถๆ“ไฝœ

t_file

read_file_utf8, write_file_utf8, unzip

ๆœฌๅœฐๆ–‡ไปถ่ฏปๅ†™ใ€่งฃๅŽ‹็ผฉ

๐ŸŒ FTP ไผ ่พ“

t_ftp

ftp_upload_file, ftp_download_file, ftp_create_directory

FTP ๆ–‡ไปถไผ ่พ“ๅ’Œ็ฎก็†

๐Ÿงฌ PDB ๆ•ฐๆฎๅบ“

t_pdb

download_structure, convert_cif_to_pdb

่›‹็™ฝ่ดจ็ป“ๆž„ๆ•ฐๆฎๅบ“ๆŸฅ่ฏขๅ’Œๆ ผๅผ่ฝฌๆข

๐Ÿ”ฌ Foldseek

t_foldseek

foldseek_sort_by_evalue, foldseek_sort_by_fident

่›‹็™ฝ่ดจ็ป“ๆž„็›ธไผผๆ€งๆœ็ดข็ป“ๆžœๅค„็†

๐Ÿ“Š AlphaBio

t_alphabio

get_project_info, get_enzyme_activity

AlphaBio ๆ•ฐๆฎๅบ“้›†ๆˆ

๐Ÿงช DNA ้ข„ๆต‹

t_dna_predict

predict_collection_threshold

DNA ็ขฑๅŸบๅบๅˆ—ๆ”ถ้›†้˜ˆๅ€ผ้ข„ๆต‹

๐Ÿ—ƒ๏ธ ้กน็›ฎๆ•ฐๆฎๅบ“

t_project_db

query_project_db, get_project_db_schema

PostgreSQL ้กน็›ฎ็ฎก็†ๆ•ฐๆฎๅบ“ๆŸฅ่ฏข

่ฟ™ไบ›ๆ‰ฉๅฑ•ๅทฅๅ…ทไฝไบŽ tools_external/ ็›ฎๅฝ•๏ผŒๅฏ้€š่ฟ‡ Web ็•Œ้ขๆˆ– API ๆŒ‰้œ€ๅŠ ่ฝฝใ€‚ไฝ ไนŸๅฏไปฅๅผ€ๅ‘่‡ชๅทฑ็š„ๆ‰ฉๅฑ•ๅทฅๅ…ทๅนถๅฎ‰่ฃ…ๅˆฐๅนณๅฐใ€‚


๐Ÿš€ ๅฟซ้€Ÿๅผ€ๅง‹

็Žฏๅขƒ่ฆๆฑ‚

  • Python 3.10+

  • (ๅฏ้€‰) Node.js 18+ - ็”จไบŽๆž„ๅปบๅ‰็ซฏ

ๅฎ‰่ฃ…

# ๅ…‹้š†้กน็›ฎ
git clone https://github.com/your-username/MCPHub.git
cd MCPHub

# ๅˆ›ๅปบ่™šๆ‹Ÿ็Žฏๅขƒ
python -m venv .venv
source .venv/bin/activate  # Linux/Mac
# .venv\Scripts\activate   # Windows

# ๅฎ‰่ฃ…ไพ่ต–
pip install -r requirements.txt

ๅฏๅŠจๆœๅŠก

cd app
python main.py

ๅฏๅŠจๅŽ่ฎฟ้—ฎ๏ผš

  • ๐ŸŒ Web ็ฎก็†็•Œ้ข๏ผšhttp://localhost:8000

  • ๐Ÿ“š API ๆ–‡ๆกฃ๏ผšhttp://localhost:8000/docs

  • ๐Ÿ”Œ MCP ๆœๅŠก็ซฏ็‚น๏ผšhttp://localhost:9000/mcp

้…็ฝฎ MCP ๅฎขๆˆท็ซฏ

ๅœจ Claude Desktop / Cursor ็ญ‰ MCP ๅฎขๆˆท็ซฏไธญๆทปๅŠ ๏ผš

{
  "mcpServers": {
    "general-tools": {
      "url": "http://localhost:9000/mcp"
    }
  }
}

๐ŸŽ‰ ๅฎŒๆˆ๏ผ็Žฐๅœจๆ‚จ็š„ AI Agent ๅฏไปฅไฝฟ็”จๅนณๅฐไธŠๆ‰€ๆœ‰ๅทฒๅฏ็”จ็š„ๅทฅๅ…ทใ€‚


๐Ÿ“– ๅŠŸ่ƒฝ่ฏฆ่งฃ

ๆจกๅ—็ฎก็†

้€š่ฟ‡ Web ็•Œ้ขๆˆ– API ็ฎก็†ๆจกๅ—๏ผš

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  ๆจกๅ—ๅˆ—่กจ                    [ๆ‰ซๆๆ–ฐๆจกๅ—] [ๅฎ‰่ฃ…ๆจกๅ—]      
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  โœ… t_cli        ๅทฒๅŠ ่ฝฝ    [่ฏฆๆƒ…] [้‡่ฝฝ] [ๅธ่ฝฝ]          
โ”‚  โœ… t_python     ๅทฒๅŠ ่ฝฝ    [่ฏฆๆƒ…] [้‡่ฝฝ] [ๅธ่ฝฝ]          
โ”‚  โธ๏ธ t_autogui    ๅทฒๆš‚ๅœ    [่ฏฆๆƒ…] [ๅŠ ่ฝฝ]                
โ”‚  ๐Ÿ“ฆ t_weather    ๆœชๅŠ ่ฝฝ    [่ฏฆๆƒ…] [ๅŠ ่ฝฝ]    [ๅฏผๅ‡บ] [ๅˆ ้™ค]
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

ๅทฅๅ…ท็บงๆŽงๅˆถ

่ฟ›ๅ…ฅๆจกๅ—่ฏฆๆƒ…๏ผŒๅฏๅ•็‹ฌๅฏ็”จ/็ฆ็”จๆฏไธชๅทฅๅ…ท๏ผš

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚  t_cli ๆจกๅ—่ฏฆๆƒ…                                          
โ”œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ค
โ”‚  ๐Ÿ”ง run_cli_command      [โœ… ๅฏ็”จ]                      
โ”‚  ๐Ÿ”ง list_directory       [โœ… ๅฏ็”จ]                      
โ”‚  ๐Ÿ”ง get_system_info      [โŒ ็ฆ็”จ]                      
โ”‚  ๐Ÿ”ง kill_process         [โŒ ็ฆ็”จ]  โš ๏ธ ๅฑ้™ฉๆ“ไฝœ         
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

ไปฃ็† MCP Server

ๅฐ†็Žฐๆœ‰็š„ MCP Server ๆŽฅๅ…ฅๅนณๅฐ๏ผš

้€š่ฟ‡ Web ็•Œ้ข๏ผš

  1. ่ฟ›ๅ…ฅใ€Œไปฃ็†็ฎก็†ใ€้กต้ข

  2. ็‚นๅ‡ปใ€ŒๆทปๅŠ ๆœๅŠกๅ™จใ€

  3. ๅกซๅ†™ๆœๅŠกๅ™จๅ็งฐใ€URLใ€ไผ ่พ“็ฑปๅž‹

  4. ็‚นๅ‡ปใ€ŒๅŒๆญฅๅทฅๅ…ทใ€โ†’ ๅทฅๅ…ท่‡ชๅŠจๅ‡บ็Žฐๅœจๅนณๅฐไธญ

้€š่ฟ‡ API๏ผš

curl -X POST http://localhost:8000/api/proxy/servers \
  -H "Content-Type: application/json" \
  -d '{
    "name": "filesystem-server",
    "url": "http://localhost:3000/mcp",
    "transport": "streamable-http"
  }'

AI ไปฃ็ ็”Ÿๆˆ

้€š่ฟ‡ๅฏน่ฏ็”Ÿๆˆ MCP ๆ’ไปถ๏ผš

# ๅผ€ๅง‹ๅฏน่ฏ
curl -X POST http://localhost:8000/api/codegen/chat \
  -H "Content-Type: application/json" \
  -d '{"message": "ๅธฎๆˆ‘ๅˆ›ๅปบไธ€ไธช่‚ก็ฅจๆŸฅ่ฏขๅทฅๅ…ท๏ผŒๆ”ฏๆŒๆŸฅ่ฏขๅฎžๆ—ถไปทๆ ผๅ’Œๅކๅฒ่ตฐๅŠฟ"}'

# ้ข„่งˆ็”Ÿๆˆ็š„ไปฃ็ 
curl http://localhost:8000/api/codegen/preview/{task_id}

# ็›ดๆŽฅๅฎ‰่ฃ…ๅˆฐๅนณๅฐ
curl -X POST http://localhost:8000/api/codegen/install/{task_id}

ไฝฟ็”จ็ปŸ่ฎก

ๆŸฅ็œ‹ๅทฅๅ…ท่ฐƒ็”จๆƒ…ๅ†ต๏ผš

# ๆ•ดไฝ“ๆฆ‚่งˆ
curl http://localhost:8000/api/stats/overview

# ๆŒ‰ๅทฅๅ…ท็ปŸ่ฎก
curl http://localhost:8000/api/stats/tools

# ๆœ€่ฟ‘่ฐƒ็”จ่ฎฐๅฝ•
curl http://localhost:8000/api/stats/recent?limit=100

ๅ“ๅบ”็คบไพ‹๏ผš

{
  "total_calls": 1523,
  "success_rate": 0.98,
  "top_tools": [
    {"name": "run_python_script", "calls": 456, "avg_duration_ms": 1234},
    {"name": "run_cli_command", "calls": 312, "avg_duration_ms": 567}
  ]
}

๐Ÿ”Œ API ๆ–‡ๆกฃ

ๆจกๅ—็ฎก็† /api/modules

ๆ–นๆณ•

่ทฏๅพ„

่ฏดๆ˜Ž

GET

/api/modules

่Žทๅ–ๆ‰€ๆœ‰ๆจกๅ—ๅˆ—่กจ

GET

/api/modules/scan

ๆ‰ซๆๆœชๅŠ ่ฝฝ็š„ๆจกๅ—

POST

/api/modules/load

ๅŠ ่ฝฝๆจกๅ—

POST

/api/modules/{name}/unload

ๅธ่ฝฝๆจกๅ—

POST

/api/modules/{name}/reload

้‡่ฝฝๆจกๅ—

POST

/api/modules/tool/enable

ๅฏ็”จๅทฅๅ…ท

POST

/api/modules/tool/disable

็ฆ็”จๅทฅๅ…ท

POST

/api/modules/install

ๅฎ‰่ฃ… ZIP ๆ’ไปถ

GET

/api/modules/{name}/export

ๅฏผๅ‡บๆจกๅ—ไธบ ZIP

DELETE

/api/modules/{name}

ๅˆ ้™คๅค–้ƒจๆจกๅ—

ไปฃ็†็ฎก็† /api/proxy

ๆ–นๆณ•

่ทฏๅพ„

่ฏดๆ˜Ž

GET

/api/proxy/servers

่Žทๅ–ไปฃ็†ๆœๅŠกๅ™จๅˆ—่กจ

POST

/api/proxy/servers

ๆทปๅŠ ไปฃ็†ๆœๅŠกๅ™จ

PUT

/api/proxy/servers/{id}

ๆ›ดๆ–ฐ้…็ฝฎ

DELETE

/api/proxy/servers/{id}

ๅˆ ้™คๆœๅŠกๅ™จ

POST

/api/proxy/servers/{id}/sync

ๅŒๆญฅๅทฅๅ…ทๅˆ—่กจ

POST

/api/proxy/servers/{id}/enable

ๅฏ็”จๆœๅŠกๅ™จ

POST

/api/proxy/servers/{id}/disable

็ฆ็”จๆœๅŠกๅ™จ

็ปŸ่ฎกๆŸฅ่ฏข /api/stats

ๆ–นๆณ•

่ทฏๅพ„

่ฏดๆ˜Ž

GET

/api/stats/overview

ๆ•ดไฝ“็ปŸ่ฎกๆฆ‚่งˆ

GET

/api/stats/modules

ๆŒ‰ๆจกๅ—็ปŸ่ฎก

GET

/api/stats/tools

ๆŒ‰ๅทฅๅ…ท็ปŸ่ฎก

GET

/api/stats/recent

ๆœ€่ฟ‘่ฐƒ็”จ่ฎฐๅฝ•

AI ไปฃ็ ็”Ÿๆˆ /api/codegen

ๆ–นๆณ•

่ทฏๅพ„

่ฏดๆ˜Ž

POST

/api/codegen/chat

ๅฏน่ฏ็”Ÿๆˆไปฃ็ 

POST

/api/codegen/chat/stream

ๆตๅผๅฏน่ฏ

GET

/api/codegen/preview/{task_id}

้ข„่งˆ็”Ÿๆˆไปฃ็ 

POST

/api/codegen/install/{task_id}

ๅฎ‰่ฃ…ๅˆฐๅนณๅฐ

POST

/api/codegen/download/{task_id}

ไธ‹่ฝฝ ZIP


๐Ÿงฉ ๅผ€ๅ‘ๆŒ‡ๅ—

ๅˆ›ๅปบ่‡ชๅฎšไน‰ๆจกๅ—

่ฏฆ็ป†็š„ๆจกๅ—ๅผ€ๅ‘่ง„่Œƒ่ฏทๅ‚้˜… MCP_MODULE_DEV_GUIDE.mdใ€‚

ๅฟซ้€Ÿๅผ€ๅง‹๏ผš

my_module/
โ”œโ”€โ”€ __init__.py          # ๅŒ…ๆ ‡่ฎฐ
โ”œโ”€โ”€ MODULE_INFO          # ๆจกๅ—ๅ…ƒไฟกๆฏ
โ”œโ”€โ”€ my_module_mcp.py     # MCP ๅทฅๅ…ทๆณจๅ†Œ
โ”œโ”€โ”€ my_module_tool.py    # ไธšๅŠก้€ป่พ‘
โ””โ”€โ”€ requirements.txt     # ๅฏ้€‰ไพ่ต–

MODULE_INFO:

{
  "display_name": "ๆˆ‘็š„ๅทฅๅ…ท",
  "version": "1.0.0",
  "description": "ๅทฅๅ…ทๆ่ฟฐ",
  "author": "Your Name"
}

my_module_mcp.py:

from mcp_service import mcp
from config_py.config import settings
from config_py.prompt import prompt_manager
from utils import com_utils
from utils.com_utils import get_mcp_exposed_url

TOOL_NAME = "my_tool"

@mcp.tool(
    name=f'{settings.MCP_TOOL_NAME_PREFIX}{TOOL_NAME}',
    description=f'MCP Server URL๏ผš{get_mcp_exposed_url()}ใ€‚{prompt_manager.get(TOOL_NAME)}',
    enabled=com_utils.get_tool_enable(TOOL_NAME),
)
def my_tool(param: str) -> dict:
    """ๅทฅๅ…ท่ฏดๆ˜Ž"""
    return {"success": True, "data": "result"}

ๆ‰“ๅŒ…ไธŽๅˆ†ไบซ

# ๆ‰“ๅŒ…
zip -r my_module.zip my_module/

# ๅฎ‰่ฃ…
curl -X POST http://localhost:8000/api/modules/install \
  -F "file=@my_module.zip"

๐Ÿ—๏ธ ็ณป็ปŸๆžถๆž„

โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    MCP ๅฎขๆˆท็ซฏ (Claude / Cursor)                  
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                โ”‚ MCP Protocol (HTTP Streamable)
                                โ–ผ :9000
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    MCP Service (FastMCP)                        
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  
โ”‚  โ”‚  ไธญ้—ดไปถๅฑ‚                                                   
โ”‚  โ”‚  โ€ข RequestMCPMiddleware (ๆ—ฅๅฟ—่ฎฐๅฝ•/็ปŸ่ฎก)                    
โ”‚  โ”‚  โ€ข ToolDescriptionCheckerMiddleware (ๆ่ฟฐ็ƒญๆ›ดๆ–ฐ)           
โ”‚  โ”‚  โ€ข ToolEnabledCheckerMiddleware (ๅทฅๅ…ท่ฟ‡ๆปค)                 
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜ 
โ”‚  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”  โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”             
โ”‚  โ”‚  ๅ†…็ฝฎๅทฅๅ…ท    โ”‚  โ”‚  ๅค–้ƒจๆ’ไปถ    โ”‚  โ”‚  ไปฃ็†ๅทฅๅ…ท    โ”‚             
โ”‚  โ”‚  tools/     โ”‚  โ”‚  external/  โ”‚  โ”‚  proxy/     โ”‚             
โ”‚  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜  โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜             
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                โ”‚
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    REST API (FastAPI) :8000                     
โ”‚  /api/modules  /api/stats  /api/proxy  /api/codegen  /api/auth 
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”ฌโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                โ”‚
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    Web ๅ‰็ซฏ (Vue 3)                            
โ”‚  ๆจกๅ—็ฎก็† | ๅทฅๅ…ทๆŽงๅˆถ | ไปฃ็†้…็ฝฎ | ็ปŸ่ฎก็œ‹ๆฟ | AI ็”Ÿๆˆ             
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
                                โ”‚
โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
โ”‚                    ๆ•ฐๆฎๅฑ‚ (SQLite)                              
โ”‚  ๆจกๅ—็Šถๆ€ | ๅทฅๅ…ท้…็ฝฎ | ่ฐƒ็”จ็ปŸ่ฎก | ไปฃ็†้…็ฝฎ | ็”จๆˆท่ฎค่ฏ            
โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

๐Ÿ“ ้กน็›ฎ็ป“ๆž„

MCPHub/
โ”œโ”€โ”€ requirements.txt              # Python ไพ่ต–
โ”œโ”€โ”€ README.md                     # ๆœฌๆ–‡ไปถ
โ”œโ”€โ”€ MCP_MODULE_DEV_GUIDE.md       # ๆจกๅ—ๅผ€ๅ‘ๆŒ‡ๅ—
โ”œโ”€โ”€ config/
โ”‚   โ”œโ”€โ”€ config.json               # ไธป้…็ฝฎๆ–‡ไปถ
โ”‚   โ””โ”€โ”€ mcp_hub.db               # SQLite ๆ•ฐๆฎๅบ“
โ””โ”€โ”€ app/
    โ”œโ”€โ”€ main.py                   # FastAPI ๅ…ฅๅฃ
    โ”œโ”€โ”€ mcp_service.py            # MCP ๆœๅŠกๅˆๅง‹ๅŒ–
    โ”œโ”€โ”€ my_mcp_middleware.py      # MCP ไธญ้—ดไปถ
    โ”œโ”€โ”€ config_py/                # ้…็ฝฎ็ฎก็†
    โ”œโ”€โ”€ managers/                 # ๆ ธๅฟƒ็ฎก็†ๅ™จ
    โ”‚   โ”œโ”€โ”€ module_manager.py     # ๆจกๅ—็”Ÿๅ‘ฝๅ‘จๆœŸ
    โ”‚   โ”œโ”€โ”€ proxy_manager.py      # ไปฃ็†ๆœๅŠกๅ™จ
    โ”‚   โ””โ”€โ”€ stats_manager.py      # ็ปŸ่ฎก็ฎก็†
    โ”œโ”€โ”€ api/                      # REST API
    โ”œโ”€โ”€ tools/                    # ๅ†…็ฝฎๆจกๅ—
    โ”‚   โ”œโ”€โ”€ t_autogui/            # GUI ่‡ชๅŠจๅŒ–
    โ”‚   โ”œโ”€โ”€ t_cli/                # CLI ๅ‘ฝไปค
    โ”‚   โ”œโ”€โ”€ t_python/             # Python ๆ‰ง่กŒ
    โ”‚   โ””โ”€โ”€ ...
    โ”œโ”€โ”€ tools_external/           # ๅค–้ƒจๆ’ไปถ
    โ”œโ”€โ”€ toolsmcp/                 # MCP ๅทฅๅ…ทๅฐ่ฃ…
    โ””โ”€โ”€ web/                      # Vue 3 ๅ‰็ซฏ

โš™๏ธ ้…็ฝฎ่ฏดๆ˜Ž

ไธป้…็ฝฎๆ–‡ไปถ๏ผšconfig/config.json

{
  "api": {
    "title": "MCPHub Service",
    "version": "1.0.0"
  },
  "server": {
    "host": "0.0.0.0",
    "port": 8000
  },
  "mcp": {
    "service_name": "mcphub",
    "host": "0.0.0.0",
    "port": 9000,
    "path": "/mcp",
    "tool_name_prefix": "",
    "module_enable": [
      {
        "enable": true,
        "module_name": "tools.t_cli.cli_mcp",
        "disable_tool": [],
        "config": {}
      }
    ]
  },
  "database": {
    "db_path": "./config/mcp_hub.db"
  },
  "auth": {
    "secret_key": "your-secret-key",
    "token_expire_hours": 24
  }
}

้…็ฝฎ้กน

่ฏดๆ˜Ž

mcp.tool_name_prefix

ๅทฅๅ…ทๅๅ‰็ผ€๏ผŒ็”จไบŽๅคšๅฎžไพ‹้ƒจ็ฝฒๆ—ถๅŒบๅˆ†

mcp.module_enable

ๅฏๅŠจๆ—ถ่‡ชๅŠจๅŠ ่ฝฝ็š„ๆจกๅ—ๅˆ—่กจ

module_enable[].disable_tool

่ฏฅๆจกๅ—ไธญ็ฆ็”จ็š„ๅทฅๅ…ทๅๅˆ—่กจ

module_enable[].config

ไผ ้€’็ป™ๆจกๅ—็š„่‡ชๅฎšไน‰้…็ฝฎ


๐Ÿค ่ดก็ŒฎๆŒ‡ๅ—

ๆฌข่ฟŽ่ดก็Œฎไปฃ็ ใ€ๆŠฅๅ‘Š้—ฎ้ข˜ๆˆ–ๆๅ‡บๅปบ่ฎฎ๏ผ

  1. Fork ๆœฌไป“ๅบ“

  2. ๅˆ›ๅปบ็‰นๆ€งๅˆ†ๆ”ฏ (git checkout -b feature/amazing-feature)

  3. ๆไบคๆ›ดๆ”น (git commit -m 'Add amazing feature')

  4. ๆŽจ้€ๅˆฐๅˆ†ๆ”ฏ (git push origin feature/amazing-feature)

  5. ๅˆ›ๅปบ Pull Request


๐Ÿ“„ License

ๆœฌ้กน็›ฎ้‡‡็”จ MIT License ๅผ€ๆบๅ่ฎฎใ€‚


๐Ÿ™ ่‡ด่ฐข

  • FastMCP - ๅฟซ้€Ÿๆž„ๅปบ MCP Server ็š„ๆก†ๆžถ

  • MCP Protocol - Model Context Protocol ่ง„่Œƒ

  • FastAPI - ็Žฐไปฃ้ซ˜ๆ€ง่ƒฝ Python Web ๆก†ๆžถ


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security - not tested
F
license - not found
-
quality - not tested

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