mcp-service-template AGENTS.md

mcp-service-template AGENTS.md is an instructions file for Codex, OpenCode from RamidLab/mcp-service-template. It costs 2,642 tokens per session, scanned A, original, MIT.

Project instructions for a reusable Python MCP service template. The template uses FastMCP, SQLAlchemy, Pydantic, and Typer, and includes example database entities with create, read, update, delete, filtering, searching, and CSV export.

In plain words
What is it for?
They are for developing the service template, running it over supported connection methods, testing it, checking types, managing example database data, and applying migrations.
Why use it?
They explain how to set up, run, test, check, format, and rename the template, so changes follow the project’s expected workflow.

Instructions file for CodexOpenCode

Written for Codex and OpenCode: the file is AGENTS.md. Also seen: mentions AGENTS.md.

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/ramidlab/mcp-service-template/agents-md
Clone the repo
git clone --depth 1 https://github.com/RamidLab/mcp-service-template

Made for: Codex, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mcp-service-template AGENTS.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/ramidlab/mcp-service-template/agents-md.svg)](https://agentmods.dev/instructions/ramidlab/mcp-service-template/agents-md)
Your own site
<a href="https://agentmods.dev/instructions/ramidlab/mcp-service-template/agents-md"><img src="https://agentmods.dev/badge/instructions/ramidlab/mcp-service-template/agents-md.svg" alt="Measured on agentmods" height="20"></a>
Per session 2,642 This file is loaded in full into every session.
When invoked 2,642 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.02642 $0.02642
Opus 5 $0.01321 $0.01321
Sonnet 5 $0.00528 $0.00528
Haiku 4.5 $0.00264 $0.00264

Measured 5d ago against content hash 5ba9a559ca26, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

mcp-service-template AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

AGENTS.md · 176 lines

How it starts

The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AGENTS.md — Service MCP 模板

项目概览

通用 MCP 服务模板(FastMCP + SQLAlchemy async + Pydantic v2 + Typer CLI),含示例实体 Product / ProductPrice,演示完整 CRUD + 外键解析 + 动态 Filter/Search 链路。

  • Python: 3.12+ 必须
  • 包管理器: uv(pip 可用但 uv 为主)
  • 入口: service_mcp/server.py — CLI 命令 service-mcp
  • 工具数量: 约 33 个(2 个示例实体 + CSV 导出示例)

快速命令

# 环境
uv venv && uv sync --dev

# 运行服务(任选一种传输)
uv run service-mcp stdio
uv run service-mcp streamable-http --host 0.0.0.0 --port 8001
uv run service-mcp sse --host 0.0.0.0 --port 8001
uv run service-mcp ui --dev-port 8080 --mcp-port 8001

# 测试(内存 SQLite,无需外部 DB;mysql/postgresql 参数化用例需对应服务运行)
pytest                          # 全部测试
pytest tests/test_config.py     # 单文件
pytest -k "test_name"           # 单测试

# Lint + 格式 + 类型
ruff check .
ruff check --fix .
ruff format .
mypy service_mcp

# 修改 filter/search 声明后重新生成 .pyi stub(跑两次,第二次应无 diff)
uv run python scripts/refresh_project_stub.py

# 生成演示数据
uv run python mock/mock_product_data.py

# 数据库迁移(幂等,可重复执行)
uv run python scripts/migrate_example.py
uv run python scripts/migrate_example.py --url sqlite+aiosqlite:///path/to/service_data.db

# 项目改名(模板 → 新项目)
uv run python scripts/rename_project.py my_company --project my-company-mcp --display "My Company MCP"

架构

service_mcp/
├── server.py          # FastMCP app + Typer CLI(stdio/sse/streamable-http/ui)
├── config.py          # MCPSettings 分层配置(env → TOML → code),前缀 MCP_,分隔符 __
├── apps/              # FastMCP Apps UI(config_app:数据库/缓存配置管理面板)
├── auth/              # JWT 认证 + 权限
│   ├── config.py      # AuthConfig(mode: tool/admin,从环境变量加载)
│   ├── context.py     # 请求上下文(current_owner / visible_owners)
│   ├── decorator.py   # @mcp_perm(resource, action) 权限装饰器
│   ├── discovery.py   # get_entity_metadata / get_all_permissions(实体元数据缓存)
│   └── middleware.py  # JWTAuthMiddleware(admin 模式时启用)
├── db/core.py         # DBManager(异步 SQLAlchemy CRUD/分页)+ InfluxDBManager + 管理器缓存
├── error/exceptions.py # UniqueConflictError 等自定义异常
├── handlers/          # 业务逻辑层
│   ├── base_handlers.py   # CodeResolveMixin — FK code→id 解析、占位自动创建
│   ├── add_handlers.py    # 单条 + 批量插入(含价格冲突版本升级)
│   ├── delete_handlers.py # 注册表驱动的删除定位 + 孤儿标记
│   ├── update_handlers.py # 部分更新(None 字段跳过)
│   └── query_handlers.py  # 分页、外键显示展开、异常待办聚合
├── models/
│   ├── orm/           # Base(id/created_at/updated_at/created_by + EnumInt)+ Product/ProductPrice
│   ├── pydantic/      # 动态 Filter/Search 生成器(builder.py)+ 实体请求/响应模型
│   └── schemas.py     # 数据库/缓存配置 + 分页(PaginationParams/PageData)
├── tools/             # MCP 工具定义
│   ├── __init__.py    # @global_tool 装饰器(配置类工具,Apps UI 可跨 App 调用)
│   ├── crud_factory.py # 注册表驱动生成 add/update/delete 工具(单条+批量)
│   ├── crud_tools.py  # __all__ = register_crud_tools(globals()) —— 保持原样
│   ├── query_tools.py # 列表/搜索/枚举工具
│   ├── basic_tools.py # health、配置 CRUD、review_abnormal_items
│   ├── export_tools.py # CSV 导出示例工具(export_products_csv)
│   └── dict_tools.py  # dict_meta 实体元数据工具
├── task/              # 通用后台任务包(TaskManager 生命周期 + TaskScheduler cron 调度)
└── utils/             # enums(BaseEnum/Errcode/领域枚举)、log、path_utils、common、
                       # rate_limiter(按 key 限速)、spill(大结果溢出)、cron、export(CSV)

Read the full file on GitHub · 176 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 176 lines · 2,642 tokens per session scan A 5ba9a559ca26

Subscribe to this mod's changes

mcp-service-template AGENTS.md is an instructions file published in the GitHub repository RamidLab/mcp-service-template (0 stars, last pushed 10d ago), licensed MIT. It adds 2,642 tokens to every session, about $0.0132 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other instructions, from other repositories

vscode buildNext.instructions.md

Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).

microsoft/vscode · 6,785 tokens

spec-kit AGENTS.md

AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.

github/spec-kit · 7,104 tokens

next.js AGENTS.md

AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.

vercel/next.js · 7,296 tokens

codex AGENTS.md

AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.

openai/codex · 5,182 tokens

vscode oss-third-party-notices.instructions.md

Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).

microsoft/vscode · 5,001 tokens

langchain AGENTS.md

AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.

langchain-ai/langchain · 4,469 tokens