AGENTS.md examples from real projects

OpenAIAGENTS.md

openai-agents-python / zh

openai/openai-agents-python/docs/zh/agents.md

模型调优参数，例如 `temperature`、`top_p` 和 `tool_choice`。 | | `tools` | 否 | 智能体可以调用的工具。请参阅[工具](tools.md)。 | | `mcp_servers` | 否 | 为智能体提供 MCP 支持工具的 MCP 服务器。请参阅 [MCP 指南](mcp.md)。 | | `mcp_config` | 否 | 微调

wilsonfreitasReads credentialsAGENTS.md

awesome-quant

wilsonfreitas/awesome-quant/AGENTS.md

manufacture repository activity. ## GitHub MCP Tools This project expects Codex to have a GitHub MCP server configured for PR work. Useful tool capabilities include: - List open pull requests

karakeep-appAGENTS.md

karakeep

karakeep-app/karakeep/AGENTS.md

project. - **`mobile`:** A mobile application (details unknown). - **`mcp`:** The Model Context Protocol (MCP) server to communicate with Karakeep. - **`workers`:** Background workers for processing tasks. ### Packages (`packages/`) - **`api`:** The main

No other project uses it yet

QwenLMAGENTS.md

qwen-code

QwenLM/qwen-code/AGENTS.md

seems impossible. - **E2E testing**: the `e2e-testing` skill covers headless mode, interactive (tmux) mode, MCP server testing, and API traffic inspection. The `test-engineer` agent invokes this skill internally

nrwlAGENTS.md

nx

nrwl/nx/AGENTS.md

exec nx test`) - avoids using globally installed CLI - You have access to the Nx MCP server and its tools, use them to help the user - For Nx plugin best practices

charmbraceletAGENTS.md

crush

charmbracelet/crush/AGENTS.md

MiniMax, Vercel, and more), integrates with LSPs for code intelligence, and supports extensibility via MCP servers and agent skills. The module path is `github.com/charmbracelet/crush`. ## Architecture ``` main.go CLI entry point

PrefectHQReads credentialsAGENTS.md

fastmcp

PrefectHQ/fastmcp/AGENTS.md

developers FastMCP is a comprehensive Python framework (Python ≥3.11) for building Model Context Protocol (MCP) servers and clients. ## Required Development Workflow Install dependencies before running local checks: ```bash uv sync

eyaltoledanoReads credentialsAGENTS.md

claude-task-master / assets

eyaltoledano/claude-task-master/assets/AGENTS.md

Claude Code tool allowlist and preferences - `.claude/commands/` - Custom slash commands for repeated workflows - `.mcp.json` - MCP server configuration (project-specific) ### Directory Structure ``` project/ ├── .taskmaster/ │ ├── tasks/ # Task files directory │ │ ├── tasks.json # Main task

yikartReads credentialsAGENTS.md

AiToEarn

yikart/AiToEarn/AGENTS.md

环境和 Key 不匹配会导致 401。 - MCP 示例需要按环境区分 `https://aitoearn.cn/api/unified/mcp` / `https://aitoearn.ai/api/unified/mcp`，SSE 示例同理区分 `/api/unified/sse`。 - Relay 示例需要按 `RELAY_API_KEY` 来源选择 `RELAY_SERVER_URL`：中国版使用 `https://aitoearn.cn/api`，国际版使用

every-appAGENTS.md

open-seo

every-app/open-seo/AGENTS.md

bump merely because a plugin-related file changed. - The plugin points at the hosted MCP server, so server changes reach users on deploy without a plugin version bump. When

quasarframeworkAGENTS.md

quasar

quasarframework/quasar/docs/AGENTS.md

search generator's only coverage. `E2E_SERVER_URL` audits a running `dev:ssr` instead of booting one. - `pnpm generate:mcp --target ui|app-vite` writes the docs slice a package

earthtojakePipes a download into a shellAGENTS.md

text-to-cad

earthtojake/text-to-cad/AGENTS.md

derived metadata and every pin of the release's own (`cad==`, `cad-server==`, `cad-mcp==`) with it. Releases follow Semantic Versioning: a breaking change, which always comes with a migration

EveryIncAGENTS.md

compound-engineering-plugin

EveryInc/compound-engineering-plugin/AGENTS.md

canonical source for new releases. - Run `bun run release:validate` if agents, commands, skills, MCP servers, or release-owned descriptions/counts may have changed. - When removing a skill, agent, or command

kieranklaassenAGENTS.md

compound-engineering-plugin

kieranklaassen/compound-engineering-plugin/AGENTS.md

canonical source for new releases. - Run `bun run release:validate` if agents, commands, skills, MCP servers, or release-owned descriptions/counts may have changed. - When removing a skill, agent, or command

activepiecesDeletes or force-pushesAGENTS.md

activepieces

activepieces/activepieces/AGENTS.md

Activepieces Open-source AI-first workflow automation platform. Self-hosted or cloud. 400+ pieces. MCP support. ## Architecture (Non-Obvious Rules) - **Multi-tenant**: Platform → Projects → Users. ALL queries MUST filter

No other project uses it yet

pascalorgAGENTS.md

editor

pascalorg/editor/AGENTS.md

plugin `pascal:core`: one folder per node kind with its definition (E-002) | | `packages/mcp` | MCP server, scene storage adapters, agent tools | | `packages/cli` | Packed CLI + portable runtime | | `packages/ifc-converter` | IFC import/export | | `apps/editor

No other project uses it yet

tursodatabaseAGENTS.md

turso

tursodatabase/turso/AGENTS.md

dialect (turso_sqlite crate) │ └── parser/ # SQL parser (lexer, AST, grammar) ├── cli/ # tursodb CLI (REPL, MCP server, sync server) ├── bindings/ # Python, JS, Java, .NET, Go, Rust ├── extensions/ # crypto, regexp, csv, fuzzy

Model Context ProtocolAGENTS.md

python-sdk

modelcontextprotocol/python-sdk/AGENTS.md

root project's runtime dependencies are dynamic (the published `mcp` wheel exact-pins `mcp-types`), so `uv add` cannot edit them — add the requirement to `[tool.hatch.metadata.hooks.uv-dynamic-versioning].dependencies

No other project uses it yet

dataeaseAGENTS.md

dataease

dataease/dataease/AGENTS.md

QueryDSL Q 类或后端打包生成的 `resources/static/`。应修改生成它们的源码或构建配置。 ## 3. 后端分层与接口规范 典型调用方向：`sdk API → server → manage → Repository / Provider`。 - `server/` 实现 SDK API，负责 HTTP 边界、参数校验和调用编排；可复用业务规则放入 `manage/` 或现有业务服务。 - `dao/auto/`、`dao/ext/` 放持久化和查询相关代码。部分 `mapper

different-aiAGENTS.md

openwork

different-ai/openwork/AGENTS.md

connections (Google Workspace, Microsoft 365, MCPs) into Codex, Claude Code, Cursor, or any MCP client via `search_capabilities` / `execute_capability`. * **OpenWork Den** (`ee/apps/den-*`) — the org control plane: provision inference, manage