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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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MicrosoftAGENTS.md

mcp-for-beginners / my

microsoft/mcp-for-beginners/translations/my/AGENTS.md

အချို့ non-zero exit code တွေဖြစ်ရင် task ကို မအောင်မြင်အောင် ထားသည်။ #### သင် ဒီ repo ကနေ MCP server တစ်ခု ပို့ဆောင်လျှင် - [ ] MCP 7-28 အတွက် မူကြမ်းပြောင်းလဲမှု မှတ်တမ်းကို ဖတ်ပါ: <https://modelcontextprotocol.io/specification/draft/changelog> - [ ] SDK beta

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / nl

microsoft/mcp-for-beginners/translations/nl/AGENTS.md

onderwerpen - **Hands-on Labs**: Praktische oefeningen met complete oplossingscode in meerdere talen - **Voorbeeldprojecten**: Werkende MCP-server en client implementaties - **Vertalingssysteem**: Geautomatiseerde GitHub Actions workflow voor meertalige ondersteuning - **Afbeeldingsbronnen**: Gecentraliseerde afbeeldingsdirectory

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / no

microsoft/mcp-for-beginners/translations/no/AGENTS.md

emner - **Hands-on-labber**: Praktiske øvelser med komplett løsningskode i flere språk - **Eksempelprosjekter**: Funksjonelle MCP-server- og klientimplementasjoner - **Oversettelsessystem**: Automatisert GitHub Actions-arbeidsflyt for flerspråklig støtte - **Bilde-ressurser**: Sentralisert bildekatalog

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / pcm

microsoft/mcp-for-beginners/translations/pcm/AGENTS.md

Labs**: Practical exercises with complete solution code in multiple languages - **Sample Projects**: Working MCP server and client implementations - **Translation System**: Automated GitHub Actions workflow for multi-language support - **Image Assets

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / ro

microsoft/mcp-for-beginners/translations/ro/AGENTS.md

Eșuează job-ul la orice cod de ieșire diferit de zero. #### Dacă lansați un server MCP din acest depozit - [ ] Citiți changelog-ul final MCP `2026-07-28`: <https://modelcontextprotocol.io/specification/2026-07-28/changelog

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / sk

microsoft/mcp-for-beginners/translations/sk/AGENTS.md

príkazy. - Ukladá logy ako artefakty. - Neúspech jobu pri akomkoľvek nenulovom návratovom kóde. #### Ak nasadzujete MCP server z tohto repozitára - [ ] Prečítajte si konečný changelog MCP `2026-07-28`: <https://modelcontextprotocol.io/specification/2026-07-28/changelog

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / sv

microsoft/mcp-for-beginners/translations/sv/AGENTS.md

avancerade ämnen - **Praktiska labbar**: Praktiska övningar med fullständig lösningskod i flera språk - **Exempelprojekt**: Fungerande MCP server- och klientimplementationer - **Översättningssystem**: Automatiserat GitHub Actions-flöde för flerspråkigt stöd - **Bildresurser**: Centraliserad bildmapp

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / sw

microsoft/mcp-for-beginners/translations/sw/AGENTS.md

kama vitu. - Hushindwa kazi ikiwa na kodi ya kutoka isiyo sifuri. #### Ikiwa unatuma server ya MCP kutoka hazina hii - [ ] Soma rasimu ya mabadiliko ya MCP 7-28: <https://modelcontextprotocol.io/specification/draft/changelog

17k21d agoDiscuss
MicrosoftAGENTS.md

mcp-for-beginners / tl

microsoft/mcp-for-beginners/translations/tl/AGENTS.md

pagsasanay na may kumpletong solution code sa maraming wika - **Mga Halimbawang Proyekto**: Gumaganang MCP server at client implementations - **Sistemang Pagsasalin**: Awtomatikong GitHub Actions workflow para sa suporta sa maraming wika

17k21d agoDiscuss
triggerdotdevAGENTS.md

trigger.dev

triggerdotdev/trigger.dev/AGENTS.md

analytics) + PostgreSQL (state) ### Apps - **apps/webapp**: Remix 2.17.4 app - main API, dashboard, orchestration. Uses Express server. - **apps/supervisor**: Manages task execution containers (Docker/Kubernetes). ### Public Packages - **packages/trigger-sdk** (`@trigger.dev/sdk`): Main SDK for writing

16k50d agoDiscuss
ag-ui-protocolAGENTS.md

ag-ui

ag-ui-protocol/ag-ui/AGENTS.md

affected`) instead of using the underlying tooling directly - You have access to the Nx MCP server and its tools, use them to help the user - When answering questions about

16k7mo agoDiscuss
yusufkaraaslanAGENTS.md

Skill_Seekers

yusufkaraaslan/Skill_Seekers/AGENTS.md

OpenRouter, Together AI, Fireworks AI, Markdown, LangChain, LlamaIndex, Haystack, Weaviate, ChromaDB, FAISS, Qdrant, Pinecone - **MCP Server:** FastMCP-based Model Context Protocol server for AI assistant integration ## Setup ```bash # REQUIRED before

15k12mo agoReads credentialsDiscuss
superset-shAGENTS.md

superset

superset-sh/superset/AGENTS.md

reach its tools through `/mcp/plugins/ / ` on the API, which proxies to the vendor's MCP server or, for the plugins named in the `SUPERSET_HOSTED_PLUGINS` constant, serves them from

15k27d agoDiscuss
palmier-ioAGENTS.md

palmier-pro

palmier-io/palmier-pro/AGENTS.md

internal Swift methods. Use connected MCP tools directly when available, or run the MCP server and use a temporary script or client to exercise it. - MCP tests must verify

14k55d agoDiscuss
MicrosoftAGENTS.md

agent-framework / ag-ui

microsoft/agent-framework/python/packages/ag-ui/AGENTS.md

history()`** - Converts persisted Agent Framework messages to bounded AG-UI Host history while retaining MCP widget payloads and model replay metadata - **`AGUIEventConverter`** - Converts between Agent Framework and AG-UI events

14k8mo agoDiscuss
MicrosoftAGENTS.md

agent-framework / core

microsoft/agent-framework/python/packages/core/AGENTS.md

trustworthy. ### Model Context Protocol (`_mcp.py`) - **`MCPTool`** - Base wrapper that owns the MCP `ClientSession` and exposes the remote server's tools as `FunctionTool`s. - **`MCPStdioTool`** / **`MCPStreamableHTTPTool`** / **`MCPWebsocketTool`** - Transport-specific subclasses. - **Argument

14k8mo agoReads credentialsDiscuss
MicrosoftAGENTS.md

agent-framework / declarative

microsoft/agent-framework/python/packages/declarative/AGENTS.md

sessions intentionally add connection overhead and lose server session continuity between invocations; shared session ownership requires an explicitly scoped custom `MCPToolHandler`. ## MCP Approval Context `InvokeMcpToolActionExecutor` binds evaluated headers to each

14k8mo agoDiscuss
MicrosoftAGENTS.md

agent-framework / gemini

microsoft/agent-framework/python/packages/gemini/AGENTS.md

mapping - **`get_file_search_tool()`** - Retrieval from Gemini file search stores - **`get_mcp_tool()`** - Model Context Protocol server integration ## Usage ```python from agent_framework import Content, Message from agent_framework.gemini import

14k8mo agoDiscuss
MicrosoftAGENTS.md

agent-framework / hosting-mcp

microsoft/agent-framework/python/packages/hosting-mcp/AGENTS.md

result)` converts an Agent Framework response or message to MCP `ContentBlock` values. ## Boundary This package does not provide a server, routes, transport lifecycle, authentication, authorization, session-key policy, concurrency policy

14k8mo agoDiscuss
MicrosoftAGENTS.md

agent-framework / openai

microsoft/agent-framework/python/packages/openai/AGENTS.md

process and must not be serialized as MCP items. An approval is hosted when its function call carries a `server_label` in `function_call.additional_properties`; approvals without that metadata are local

14k8mo agoReads credentialsDiscuss
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.