Diagnosis Service
FreeNot checkedEnables business services to push error logs and generate diagnostic reports using MCP tools for log searching, code querying, and report generation.
About
Enables business services to push error logs and generate diagnostic reports using MCP tools for log searching, code querying, and report generation.
README
独立故障诊断 MCP 服务,作为可被任意业务服务接入的异常诊断中心:
- 业务服务通过 HTTP 推送异常日志。
- 诊断服务使用独立 MySQL 库
diagnosis_db保存日志、服务注册、静态代码索引、历史工单和诊断报告。 - Codex、Claude Desktop 或其他 MCP 客户端可通过
/mcp查询日志并生成诊断报告。 demo-service/是随项目携带的外接测试服务,会随机制造 timeout 和空指针异常,用于验证接入链路。
Project Map
app/: 诊断服务 FastAPI 应用。main.py: HTTP API 和 MCP JSON-RPC 入口。log_store.py: 日志写入、查询、统计和报告生成。mcp_tools.py: MCP 工具定义和工具调用分发。db.py: MySQL 访问层。schemas.py: API DTO。
demo-service/: 外部服务接入测试用例。infra/mysql/diagnosis_init.sql: 独立诊断库初始化脚本。scripts/: 本地链路冒烟测试和诊断静态数据导入脚本。docker-compose.yml: diagnosis-service、demo-service 一键运行,MySQL 连接外部 infra-stack。
APIs
| Endpoint | Description |
|---|---|
POST /api/logs |
业务服务推送异常日志 |
GET /api/logs?service=&level=&trace_id= |
查询异常日志 |
GET /api/logs/stats?hours=24 |
查询日志聚合统计 |
GET /api/services |
查询已接入服务 |
POST /api/reports |
生成诊断报告 |
GET /api/reports/{report_id} |
查询诊断报告 |
POST /mcp |
MCP JSON-RPC 工具入口 |
GET /.well-known/oauth-protected-resource/mcp |
MCP OAuth protected resource metadata |
GET /.well-known/oauth-authorization-server/mcp |
MCP OAuth authorization server metadata |
POST /mcp/oauth/token |
可选 client_credentials token 端点 |
GET /health |
健康检查 |
MCP Tools
search_logs: 按服务、级别、traceId 和时间窗口查日志。search_code: 查询静态导入的代码符号。search_tickets: 查询相似历史故障工单。generate_report: 聚合日志、代码和工单证据生成诊断报告。get_report: 按报告 ID 查询报告。
Quick Start
cp .env.example .env
# 先启动外部 ai-agent-infra-stack,再启动诊断服务
docker compose up -d diagnosis-service demo-service
curl http://localhost:8200/health
推送一条异常:
curl -X POST http://localhost:8200/api/logs \
-H 'Content-Type: application/json' \
-d '{"service":"demo-service","level":"ERROR","trace_id":"tr_001","endpoint":"/api/order/1","exception_type":"TimeoutError","message":"order query timeout"}'
生成诊断报告:
curl -X POST http://localhost:8200/mcp \
-H 'Content-Type: application/json' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"generate_report","arguments":{"service":"demo-service","trace_id":"tr_001"}}}'
运行 demo-service 外部接入验证:
for i in 1 2 3 4 5; do curl -s http://localhost:8300/api/order/$i || true; done
curl 'http://localhost:8200/api/logs?service=demo-service&page_size=10'
Local Development
python3 -m venv .venv
. .venv/bin/activate
pip install -r requirements.txt
DIAGNOSIS_MYSQL_DSN=mysql://agent:agent123@localhost:3306/diagnosis_db \
uvicorn app.main:app --host 127.0.0.1 --port 8200 --reload
demo-service 本地启动:
cd demo-service
pip install -r requirements.txt
DIAGNOSIS_URL=http://localhost:8200 uvicorn app.main:app --host 127.0.0.1 --port 8300 --reload
Codex MCP Usage
把 MCP HTTP 入口配置到本地 Codex/其他 MCP 客户端时,服务地址使用:
http://localhost:8200/mcp
默认本地开发不启用 MCP 鉴权。部署到外部网络时建议配置 MCP 专用 Bearer token:
export MCP_AUTH_TOKEN='replace-with-a-long-random-token'
uvicorn app.main:app --host 127.0.0.1 --port 8200 --reload
客户端连接 /mcp 时带上:
Authorization: Bearer replace-with-a-long-random-token
启用 token 后,未带或带错 token 的 /mcp、/api/tools 和 /api/tools/{tool_name} 会返回 401,并通过 WWW-Authenticate 指向 MCP/OAuth protected resource metadata。Codex、Claude Code 等客户端探测这些地址时不会再遇到 well-known 404:
/.well-known/oauth-protected-resource/mcp
/.well-known/oauth-authorization-server/mcp
/mcp/.well-known/oauth-authorization-server
/.well-known/oauth-authorization-server
/.well-known/openid-configuration/mcp
/mcp/.well-known/openid-configuration
/.well-known/openid-configuration
如果客户端支持 MCP OAuth Client Credentials 扩展,也可以额外配置:
export MCP_AUTH_TOKEN='replace-with-a-long-random-token'
export MCP_OAUTH_CLIENT_ID='diagnosis-client'
export MCP_OAUTH_CLIENT_SECRET='replace-with-a-long-random-secret'
然后用 client_credentials 从 /mcp/oauth/token 换取 Bearer token。这个端点同时支持 client_secret_basic 和 client_secret_post。
工具发现请求:
curl -X POST http://localhost:8200/mcp \
-H 'Authorization: Bearer replace-with-a-long-random-token' \
-H 'Content-Type: application/json' \
-d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}'
Environment
DIAGNOSIS_MYSQL_DSN: 诊断库连接串,默认mysql://agent:agent123@localhost:3306/diagnosis_db。MCP_AUTH_TOKEN: MCP 专用 Bearer token;为空时/mcp保持免鉴权,便于本地开发。MCP_AUTH_SCOPE: MCP OAuth scope,默认diagnosis:mcp。MCP_AUTH_ISSUER: OAuth issuer;默认按请求 host 自动生成。MCP_OAUTH_CLIENT_ID: 可选 OAuth client credentials 客户端 ID。MCP_OAUTH_CLIENT_SECRET: 可选 OAuth client credentials 客户端密钥。DIAGNOSIS_URL: demo-service 推送诊断服务地址,默认http://localhost:8200。SERVICE_NAME: demo-service 上报服务名,默认demo-service。
Verification
python3 -m compileall app demo-service/app
bash scripts/smoke_test.sh
导入诊断静态数据:
python3 scripts/ingest_code.py --repo-dir demo-service --service demo-service
python3 scripts/ingest_tickets.py --ticket-dir datasets/tickets --service demo-service
python3 scripts/ingest_logs.py --log-dir datasets/logs --service demo-service
Installing Diagnosis Service
This server has no published package — it is built from source. Open the repository and follow its README.
▸ github.com/CarlosYonng/diagnosis-serviceFAQ
Is Diagnosis Service MCP free?
Yes, Diagnosis Service MCP is free — one-click install via Unyly at no cost.
Does Diagnosis Service need an API key?
No, Diagnosis Service runs without API keys or environment variables.
Is Diagnosis Service hosted or self-hosted?
A hosted option is available: Unyly runs the server in the cloud, no local setup required.
How do I install Diagnosis Service in Claude Desktop, Claude Code or Cursor?
Open Diagnosis Service on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.
Related MCPs
GitHub
PRs, issues, code search, CI status
by GitHubFilesystem
Secure file operations with configurable access controls.
Memory
Knowledge graph-based persistent memory system.
Template MCP Server
A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure
by mcpdotdirectCompare Diagnosis Service with
Not sure what to pick?
Find your stack in 60 seconds
Author?
Embed badge for your README
Browse similar
All development MCPs
