Claude Desktop
桌面端 · 免费增值 · Proprietary
Anthropic 官方推出的 Claude AI 桌面应用程序。支持 MCP 服务器以扩展功能。
WindowsMacOS
NeoCoder-neo4j-ai-workflow
angrysky56/NeoCoder-neo4j-ai-workflow
NeoCoder是一个基于Neo4j知识图谱的AI编程辅助系统，通过MCP服务器实现AI助手与知识图谱的交互，提供标准化编码工作流程、动态指令手册和项目记忆功能。系统支持多种操作模式（incarnations），包括基础编程、科学研究、决策分析、复杂系统建模、知识图谱管理和代码分析等，通过Neo4j存储工作流模板和执行记录，确保编码过程的可追溯性和标准化。
安装
docker run -p 6333:6333 -p 6334:6334 \客户端配置
{
"mcpServers": {
"neocoder": {
"command": "uv",
"args": [
"--directory",
"/your-path-to/NeoCoder-neo4j-ai-workflow",
"run",
"mcp_neocoder"
],
"env": {
"NEO4J_URL": "<NEO4J_URL>",
"NEO4J_USERNAME": "<NEO4J_USERNAME>",
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"NEO4J_DATABASE": "<NEO4J_DATABASE>",
"LOG_LEVEL": "<LOG_LEVEL>",
"MCP_TRANSPORT": "<MCP_TRANSPORT>",
"PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
}
}
}
}环境变量
NEO4J_URLNEO4J_USERNAMENEO4J_PASSWORDNEO4J_DATABASEMCP_TRANSPORT- GitHub 星标
- 2
- 分类
- 知识管理与记忆, 开发者工具
- 许可证
- MIT
- 更新于
- 2026年10月6日
工具（34）
get_cleanup_status
View resource usage and cleanup status
check_connection
Verify Neo4j connectivity and permissions
get_guidance_hub
Entry point for AI navigation
get_action_template
Get a specific workflow template
list_action_templates
See all available templates
get_best_practices
View coding standards
get_project
View project details including README
log_workflow_execution
Record a successful workflow completion
get_workflow_history
View audit trail of work done
add_template_feedback
Provide feedback on templates
run_custom_query
Run direct Cypher queries
write_neo4j_cypher
Execute write operations on the graph
get_current_incarnation
Get the currently active incarnation
switch_incarnation
Switch to a different incarnation
suggest_tool
Get tool suggestions based on task description
create_entities
Create multiple entities with observations and proper Neo4j labeling
create_relations
Connect entities with typed relationships and timestamps
add_observations
Add timestamped observations to existing entities
delete_entities
Remove entities with cascading deletion of relationships
delete_observations
Targeted removal of specific observation content
delete_relations
Remove specific relationships while preserving entities
read_graph
View entire knowledge graph with entities, observations, and relationships
search_nodes
Full-text search across entity names, types, and observation content
open_nodes
Get detailed entity information with incoming/outgoing relationships
get_cypher_snippet
Get a specific Cypher snippet by ID
search_cypher_snippets
Search for Cypher snippets by keyword, tag, or pattern
create_cypher_snippet
Add a new Cypher snippet to the database
update_cypher_snippet
Update an existing Cypher snippet
delete_cypher_snippet
Delete a Cypher snippet from the database
get_cypher_tags
Get all tags used for Cypher snippets
propose_tool
Propose a new tool for the NeoCoder system
request_tool
Request a new tool feature as a user
get_tool_proposal
Get details of a specific tool proposal
get_tool_request
Get details of a specific tool request
本页信息摘自该项目的 README。 查看 README
支持的客户端
该服务器 README 中提到的客户端：
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