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AGENTS.md examples from real projects

How real projects brief Codex, Cursor and every other agent that reads AGENTS.md.

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trueraAGENTS.md

trulens

truera/trulens/AGENTS.md

install --with dev,apps,providers` - Install pre-commit hooks: `pre-commit install` - Start documentation server: `make docs-serve` ## Code style - Line length: 80 characters - Formatter/linter: `ruff` (run `make format

3.6k5mo agoReads credentialsDiscuss
AWSAGENTS.md

agentcore-samples / codex

awslabs/agentcore-samples/01-features/02-host-your-agent/01-runtime/04-coding-agents/03-code-agents-competition-e2e/coding_agents/codex/AGENTS.md

reading issues, applying fixes, and submitting PRs. ## MCP Tools You have a `gateway` MCP server connected that provides GitHub tools. Use them directly — they are available as native tools. ## Behavior

3.4k4mo agoDiscuss
AWSAGENTS.md

agentcore-samples / open-code

awslabs/agentcore-samples/01-features/02-host-your-agent/01-runtime/04-coding-agents/03-code-agents-competition-e2e/coding_agents/open-code/AGENTS.md

reading issues, applying fixes, and submitting PRs. ## MCP Tools You have a `gateway` MCP server connected that provides GitHub tools. Use them directly — they are available as native tools. ## Behavior

3.4k4mo agoDiscuss
AWSAGENTS.md

agentcore-samples / private-idp-ping-agent

awslabs/agentcore-samples/01-features/05-authenticate-and-authorize/01-inbound-auth/04-inbound-auth-pingfederate/agent/private-idp-ping-agent/AGENTS.md

expiry - **Credential**: API key or OAuth credential provider - **AgentCoreGateway**: MCP gateway with targets (Lambda, MCP server, OpenAPI, Smithy, API Gateway) - **Evaluator**: LLM-as-a-Judge or code-based evaluator - **OnlineEvalConfig

3.4k4mo agoReads credentialsDiscuss
AWSAGENTS.md

agentcore-samples / bankingassistant

awslabs/agentcore-samples/01-features/07-centralize-and-govern-your-ai-infrastructure/02-policy/03-temporal-policies/bankingassistant/AGENTS.md

expiry - **Credential**: API key or OAuth credential provider - **AgentCoreGateway**: MCP gateway with targets (Lambda, MCP server, OpenAPI, Smithy, API Gateway, web-search, knowledge-base) - **Evaluator**: LLM-as-a-Judge

3.4k4mo agoReads credentialsDiscuss
DockerAGENTS.md

docker-agent

docker/docker-agent/AGENTS.md

registry - `./bin/docker agent serve mcp ./agent.yaml` — Expose agents as MCP tools - `./bin/docker agent serve a2a ` — Start agent as A2A server - `./bin/docker agent serve api` — Start docker-agent API server ## Debug

3.4k5mo agoDiscuss
giancarloerraAGENTS.md

SocratiCode

giancarloerra/SocratiCode/AGENTS.md

query. > **Keep the connection alive during indexing.** Indexing runs in the background — the MCP server continues working even when not actively responding to tool calls. However, some MCP hosts

3.3k7mo agoDiscuss
samuelgurskyAGENTS.md

davinci-resolve-mcp

samuelgursky/davinci-resolve-mcp/AGENTS.md

DaVinci Resolve MCP Server — Agent Instructions This is the canonical short operating brief for AI coding agents working in this repository. Keep it durable: do not duplicate version numbers, tool

3.2k30d agoDiscuss
VercelAGENTS.md

fx

vercel-labs/fx/AGENTS.md

leaf feature logic here. * `src/core/` owns contracts, runtimes, config, sessions, permissions, MCP, skills. * `src/tools/` owns built-in tool implementations. Generic tool contracts and dispatch live in `src/core/tooling/`. Default tool specs

3.2k11d agoReads credentialsDiscuss
punitaraniAGENTS.md

fli

punitarani/fli/AGENTS.md

access to Google Flights data via reverse-engineered API. It offers a CLI (`fli`), MCP server (`fli-mcp` / `fli-mcp-http`), and Python API. No external services (databases, caches

3.2k11d agoDiscuss
doscoAGENTS.md

graphjin

dosco/graphjin/AGENTS.md

core/internal/jsn` | **JSON Processing** | High-performance JSON parsing and filtering utilities. | | `serv/` | **HTTP Service** | Standalone server with REST, GraphQL, and WebSocket APIs. | | `auth/` | **Authentication** | Auth providers: JWT, Auth0, Firebase, Rails session

3.2k30d agoReads credentialsDiscuss
Chachamaru127AGENTS.md

claude-code-harness / opencode

Chachamaru127/claude-code-harness/opencode/AGENTS.md

templates/` Templates / `tests/` Validation / `go/` Harness v4 Go native engine ([SPEC.md](go/SPEC.md), [DESIGN.md](go/DESIGN.md)) / `mcp-server/` MCP server implementation / `harness-ui/` UI subproject / `opencode/` OpenCode-compatible output ## Using Skills (Important

3.1k48d agoDeletes or force-pushesDiscuss
MicrosoftAGENTS.md

Generative-AI-for-beginners-dotnet

microsoft/Generative-AI-for-beginners-dotnet/AGENTS.md

Model Context Protocol - Multi-project Aspire solution with Blazor chat UI - Integration with external MCP servers ### Contributing to Documentation When updating documentation: 1. Maintain consistent formatting across all READMEs

3.1k7mo agoReads credentialsDiscuss
MicrosoftAGENTS.md

skills

microsoft/skills/Agents.md

OpenTelemetry, App Insights | | `identity` | Authentication, credentials | | `security` | Key Vault | | `integration` | API Management, App Configuration | --- ## MCP Servers Pre-configured Model Context Protocol servers in `.vscode/mcp.json` provide additional capabilities: ### Documentation & Search | MCP

3.1k7mo agoDiscuss
allenpeng0705AGENTS.md

EnvoyMesh

allenpeng0705/EnvoyMesh/AGENTS.md

signs mandates & device certificates | | **Device** | `envoy:device:<sha256(pubkey)>` | A specific device (laptop, phone, server), authorized by owner | | **Agent** | `envoy:agent:<sha256(ownerId + agent-pubkey)>` | AI agent running on owner

3k4mo agoReads credentialsDiscuss
silexlabsAGENTS.md

Silex

silexlabs/Silex/AGENTS.md

editor on the endpoint `http://localhost:6807/mcp` (distinct from the editor server on `6805`). Point your MCP client at that URL over a Streamable HTTP transport — each tool registers

3k3mo agoDiscuss
Model Context ProtocolAGENTS.md

ext-apps

modelcontextprotocol/ext-apps/AGENTS.md

MCP Apps SDK ## Project Overview MCP Apps SDK (`@modelcontextprotocol/ext-apps`) enables MCP servers to display interactive UIs in conversational clients. Key abstractions: - **View** - UI running in an iframe, uses `App` class

2.9k23d agoDiscuss
VRSENAGENTS.md

OpenSwarm

VRSEN/OpenSwarm/AGENTS.md

read on demand, depending on the task at hand: - `.cursor/commands/add-mcp.md` - how to add MCP servers to an agent - `.cursor/commands/mcp-code-exec.md` - how to convert an MCP server into the Code Execution Pattern

2.9k6mo agoReads credentialsDiscuss
GitHubAGENTS.md

copilot-cli-for-beginners

github/copilot-cli-for-beginners/AGENTS.md

world) | | `samples/skills/` | Skill template examples (code-checklist, pytest-gen, commit-message, hello-world) | | `samples/mcp-configs/` | MCP server configuration examples | | `samples/buggy-code/` | **Optional extra**: Security-focused buggy code (JS and Python) | | `samples/src/` | **Optional

2.8k4mo agoDiscuss
makecindyAGENTS.md

cindy

makecindy/cindy/AGENTS.md

价格／推理档位／默认值／本地推荐， 或排查目录下发与显示错误前，必须先读 `docs/dev-rules/model-catalog-maintenance.md`： 先看结构、覆盖顺序与修改位置，再按其中导航读取专题规则和实际代码；Server 正本与客户端 离线副本需协调更新，客户端已支持、Server 已实现和生产已部署必须分别核验。 - 启动、调试或验证 Desktop 时，必须先读 `docs/dev-rules/desktop-development.md`。 - 修改 Desktop Renderer、preload、BrowserWindow、WebView

2.8k2mo agoDiscuss
CLAUDE.md vs AGENTS.md

About AGENTS.md

What is AGENTS.md?

An open format for instructions to coding agents, read by Codex, Cursor and others. Think of it as a README written for agents.

Where does it go?

At the repository root, with more specific files in subdirectories. Agents read the one closest to the file they're editing.

What should it contain?

Setup and test commands, code style, and the rules a new contributor would need to know.

Does Claude Code read it?

Claude Code reads CLAUDE.md. A one-line CLAUDE.md that points at AGENTS.md covers both.