AGENTS.md examples from real projects

OpenBMBReads credentialsAGENTS.md

UltraRAG

OpenBMB/UltraRAG/AGENTS.md

strict modularization: retrieval, prompting, generation, routing, memory, and evaluation are implemented as independent MCP servers orchestrated by YAML pipelines. Current core metadata: - Package: `ultrarag` - Version: `0.3.0.2` - Python

snykReads credentialsAGENTS.md

cli

snyk/cli/AGENTS.md

aibom test` | `cli-extension-ai-bom` | `aibom.Init` | | dep-graph | `cli-extension-dep-graph` | `depgraph.Init` | | MCP server | `studio-mcp` | `mcp.Init` | | Language server | `snyk-ls` | `ls_extension.Init` | | `snyk ignore` | GAF built-in | `ignore_workflow.Init

No other project uses it yet

GitHubAGENTS.md

gh-aw

github/gh-aw/AGENTS.md

manually. 7. **Large-file guard**: before reading any file with `github-mcp-server-get_file_contents`, check its size. Files larger than 20 KB must be read with targeted tools

Microsoft AzureAGENTS.md

azure-sdk-for-python

Azure/azure-sdk-for-python/AGENTS.md

installation instructions](https://learn.microsoft.com/powershell/scripting/install/installing-powershell) and recommend restarting the IDE after installation so the MCP server starts. - Before adding or changing handwritten patches or customizations of generated Python SDK code

kaifcodecAGENTS.md

user-scanner

kaifcodec/user-scanner/AGENTS.md

Just a moment…") can only be investigated with a real browser — e.g. the Playwright MCP server (https://github.com/microsoft/playwright-mcp). If a task would benefit from one of these tools

chrxhAGENTS.md

alien

chrxh/alien/AGENTS.md

source/McpTools/Impl/Tests/ MCP tools unit tests source/McpTools/Interface/ Abstract MCP tools API source/Network/ HTTP / cloud features, MCP server source/Network/Tests/ Network unit tests source/Persister/Impl/ Worker thread processing the persister requests source/Persister/Interface/ Abstract persistence

UniswapReads credentialsAGENTS.md

interface

Uniswap/interface/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

yournextstoreReads credentialsAGENTS.md

yournextstore

yournextstore/yournextstore/AGENTS.md

first. Map to: routes (`app/`), API (`lib/commerce.ts`), UI (`components/ui/`), actions (`actions.ts`). Consider caching and server vs client components. - **Implementation agent**: Validate with commands above before and after changes. Follow Biome

aaddrickDeletes or force-pushesAGENTS.md

claude-desktop-debian

aaddrick/claude-desktop-debian/AGENTS.md

they stay in the caller's shell scope, next to a user's own MCP server → the unsolved gate-3 bystander-kill risk); the finding that **nothing orphans on clean

No other project uses it yet

SaladDayReads credentialsAGENTS.md

cc-switch-cli

SaladDay/cc-switch-cli/AGENTS.md

tool for Claude Code, Codex, Gemini, OpenCode, Hermes, and OpenClaw. It manages provider configurations, MCP servers, prompts, skills, WebDAV sync, local proxy routes, failover, daemon/start flows, deep-link imports, workspace

apacheAGENTS.md

groovy

apache/groovy/AGENTS.md

remote calls — e.g. a JIRA REST query, an HTML report render), or a **focused MCP server** (when the operation is stateful, authed, paginated, or returns structured data the agent would

unkeyedAGENTS.md

unkey

unkeyed/unkey/AGENTS.md

/p/ed5512d643f38377b0d38164de40681e). When repository guidance does not answer a task-relevant question, use the Notion MCP server to search for the service or topic and fetch the relevant pages. Search results

TabularisDBAGENTS.md

tabularis

TabularisDB/tabularis/AGENTS.md

only module behind the `desktop` cargo feature; `cargo build --no-default-features` builds the server without Tauri. - **A desktop command is a thin wrapper over `application/`.** Implement the behaviour there

sapientincAGENTS.md

PRAXIST

sapientinc/PRAXIST/AGENTS.md

scripts/build_docs_site.py --check-generated ``` The build must not read API keys, hit model providers, start MCP servers, use GPUs, start SAM, or require an external task checkout. The Markdown under `docs

No other project uses it yet

zerx-labAGENTS.md

FluxDown

zerx-lab/FluxDown/AGENTS.md

native/mobile`）共享核心；NAS / 服务器 = `fluxdown-agent --server` + `fluxdownd`（React Web SPA 经 agent `/rpc`）。另有 CLI、WXT 浏览器扩展、Tampermonkey 用户脚本、JS 插件系统与 MCP / REST / aria2 API。旧 Flutter 工程

WaishnavAGENTS.md

devspace

Waishnav/devspace/AGENTS.md

currently provides mature local coding primitives. DevSpace wraps those primitives in a Streamable HTTP MCP server and adds the product-specific boundaries around them: approved roots, workspace state, instructions, process

breferrariAGENTS.md

obsidian-mind

breferrari/obsidian-mind/AGENTS.md

vsearch|get|multi-get`** — CLI fallback for one-off shell checks or when the MCP server is unavailable. Always pass `--index `, where ` ` is the `qmd_index` field from `vault-manifest.json` when

melgarafaelReads credentialsAGENTS.md

DeskcommCRM

melgarafael/DeskcommCRM/AGENTS.md

clínicas, imobiliárias, infoprodutos, serviços), WhatsApp como canal primário via WAHA, CRM inteiro exposto por MCP. Multi-tenant com RLS desde o dia 1; LGPD nativa. Monetização = **self-host

metalbear-coAGENTS.md

mirrord

metalbear-co/mirrord/AGENTS.md

launches the user's local process with the mirrord layer loaded. - `mirrord-mcp`: the MCP server behind `mirrord mcp`, which exposes mirrord to AI agents over stdio. ## Command Reference ### Compiling

Marker-Inc-KoreaReads credentialsAGENTS.md

AutoRAG

Marker-Inc-Korea/AutoRAG/AGENTS.md

discrawl, msgvault, …) in place. No forced ingestion into a central index, no third-party server holding a copy of the corpus. Results carry source-native identities (`/kakao/ /chunks/ `), and secrets