How real projects brief Codex, Cursor and every other agent that reads AGENTS.md.
Orkas-AIAGENTS.mdOrkas-AI/Orkas-VideoStudio/AGENTS.md
produce video by composing, generating, and editing through the `ovs` CLI (and an equivalent MCP server). The knowledge for *how* to do it well lives in skills. ## Skills Reusable, host
taovcAGENTS.mdtaovc/pr-cockpit/AGENTS.md
write primitives are matched only in command position so paths like `patch.ts` stay allowed). MCP servers are not even connected unless the owner's "let reviews use MCP" switch
dcoupleAGENTS.mddcouple/Pane/AGENTS.md
used with [Pane](https://runpane.com). Drive it with the CLI or the `pane` MCP server. CLI: `npm i -g runpane` (or `npx --yes runpane@latest`), then `runpane doctor --json`. Full
deonmenezesAGENTS.mddeonmenezes/mantishack/AGENTS.md
elsewhere. The exception is app-server API documentation, which is covered by the app-server guidance below. - Prefer private modules and explicitly exported public crate API. - If you change `ConfigToml
Hugging FaceAGENTS.mdhuggingface/funes/AGENTS.md
passages in the prompt, and runs the agent with no tools and its MCP servers silenced. An A/B against agent-driven recall showed the agentic loop pays only
chrisdocAGENTS.mdchrisdoc/hevy-mcp/AGENTS.md
reusable Hevy domain operations. - `packages/core` owns runtime-neutral MCP construction, tools, prompts, resources, execution, and safe diagnostics. - `packages/node` owns the Node server, lifecycle, transports, and telemetry. - `packages/worker` owns Cloudflare bindings
decodingai-magazineAGENTS.mddecodingai-magazine/building-a-coding-agent-from-scratch-course/AGENTS.md
stdio client; FIRST concrete services/ entry (ADR-0007) ├── services/ # services interface: LLM gateway, memory, MCP servers land here later ├── runtime/ # plain headless `decode run` + the Recording Seam (ADR-0019) ├── remote
jamesrochabrunAGENTS.mdjamesrochabrun/AgentHub/AGENTS.md
side panel, driven by the agent's tool calls (no proactive server discovery). Read **`MCPApps.md`** before editing MCP app detection (`detectedMCPAppInvocations`/`detectedMCPAppResources` in the parsers), resolution (`CLISessionsViewModel.ensureMCPAppRenderItems`), rendering (`MCPAppSidePanelView
r3bl-orgAGENTS.mdr3bl-org/r3bl-open-core/AGENTS.md
Semantic Rust Tools (AST-Aware MCP):** Priority #1. When connected to the Rust MCP server named `rust-analyzer` (running the `rust-analyzer-mcp-server` binary), aggressively use its tools
r3bl-orgAGENTS.mdr3bl-org/r3bl-open-core/rust-analyzer-mcp-server/AGENTS.md
Claude Code & Antigravity Instructions for r3bl-rust-analyzer-mcp-server This crate provides the `rust-analyzer-mcp-server` MCP binary for the R3BL workspace. After making code changes, you **must
MuvonAGENTS.mdMuvon/octocode/AGENTS.md
Default` impls and `config-templates/default.toml` in sync; never introduce a third value elsewhere - MCP server code never uses `println!`/`eprintln!` — stdout is the protocol; log files-only via `src/mcp/logging.rs
haoruileeAGENTS.mdhaoruilee/awesome-agent-native-services/AGENTS.md
Official Website, Official Repo - How to Use (Agent Onboarding) — quickest entry point - Agent Skills, MCP - What It Does, Why It Is Agent-Native - Primary Primitives, Autonomy Model, Identity and Delegation
angelnicolascAGENTS.mdangelnicolasc/graymatter/docs/AGENTS.md
tooltips carry fact-ID receipts); `--out graph.dot` for Graphviz | | `graymatter mcp serve` | Start the MCP server (stdio default, `--http 127.0.0.1:8080` for HTTP; the HTTP transport requires a bearer token
kovrichardAGENTS.mdkovrichard/catalyst/AGENTS.md
themselves, since `headers()` would make them request-bound and unusable from webhooks or cron. ## MCP server (read-only) The app exposes a read-only MCP server at `POST /api/mcp
jasonjgardnerAGENTS.mdjasonjgardner/blockbench-mcp-plugin/AGENTS.md
Repository Guidelines ## Project Structure & Module Organization - `index.ts`: Blockbench plugin entry (registers MCP server and UI). - `server/`: MCP server glue (`server.ts`), `tools/`, `resources.ts`, `prompts.ts`. - `ui/`: Panel UI and settings (`index.ts`, `settings.ts
jasonjgardnerAGENTS.mdjasonjgardner/blockbench-mcp-plugin/benchmarks/AGENTS.md
Benchmark suite guidance This directory measures AI modeling quality through the real Blockbench MCP server. Unit tests validate the harness; they are not model-quality results. - Run every trial, prediction
MicrosoftAGENTS.mdmicrosoft/conductor/AGENTS.md
conductor validate` off the network - `mcp.py` - `mcp` group (`mcp serve`, issue #432): starts an MCP server over stdio exposing every configured registry's workflows as tools (`--registry`/`--allow`/`--deny`/`--workflow
proliferate-aiAGENTS.mdproliferate-ai/proliferate/AGENTS.md
Source area | Start here | | --- | --- | | `apps/desktop/**`, `apps/web/**`, `apps/mobile/**`, `apps/packages/**` | [`specs/areas/frontend.md`](specs/areas/frontend.md) | | `apps/desktop/src-tauri/**`, `apps/desktop/src-tauri-debug/**` | [`specs/systems/desktop-host/desktop-native.md`](specs/systems/desktop-host/desktop-native.md) | | `server/**` | [`specs/areas/server.md`](specs/areas/server.md) | | `anyharness/crates/anyharness*/**` | [`specs/areas/anyharness.md`](specs/areas/anyharness.md) | | `anyharness/crates/proliferate-worker/**` | [`specs/areas/anyharness.md`](specs/areas/anyharness.md) (worker section) | | `anyharness/crates/proliferate-supervisor/**`, `install/**` | [`specs/areas/anyharness.md`](specs/areas/anyharness.md) (supervisor
ahmadrosidAGENTS.mdahmadrosid/nakama/AGENTS.md
Playwright. ## Dev - Bun 1.3+: `bun install`, `bun run`, `bun test` - Servers: `bun run dev:server` | `dev:web` | `cli` - Format / lint: `bun x ultracite fix` | `check` | `doctor`; unused exports
DicklesworthstoneAGENTS.mdDicklesworthstone/ntm/AGENTS.md
reservations with human-auditable artifacts in Git. Agent Mail is already available as an MCP server; do not treat it as a CLI you must shell out to. MCP Agent
An open format for instructions to coding agents, read by Codex, Cursor and others. Think of it as a README written for agents.
At the repository root, with more specific files in subdirectories. Agents read the one closest to the file they're editing.
Setup and test commands, code style, and the rules a new contributor would need to know.
Claude Code reads CLAUDE.md. A one-line CLAUDE.md that points at AGENTS.md covers both.
