AGENTS.md examples from real projects

LangChainReads credentialsAGENTS.md

langchain

langchain-ai/langchain/AGENTS.md

install and use file search tools for best results. If needed, use the docs MCP server as defined in `.mcp.json` for programmatic access. - **Contributing Guide:** [Contributing Guide](https://docs.langchain.com/oss/python/contributing/overview)

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VercelReads credentialsAGENTS.md

next.js

vercel/next.js/AGENTS.md

force webpack: ```bash next build --webpack # Production build with webpack next dev --webpack # Dev server with webpack ``` There is no `--no-turbopack` flag. ## Testing ```bash # Run specific test file (development

JuliusBrusseeAGENTS.md

caveman / mcp

JuliusBrussee/caveman/mcp/AGENTS.md

mcp — the Caveman MCP server (Go core + launcher, Apache-2.0) A thin **stdio JSON-RPC** adapter exposing the compression [engine](../engine/CLAUDE.md) as five MCP tools to any host (Claude Code

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JuliusBrusseeAGENTS.md

caveman / mem

JuliusBrussee/caveman/mem/AGENTS.md

bm25.go` — deterministic tokenizer + BM25 scorer (non-negative scores, so the threshold is meaningful). - `cmd/cavemem/` — MCP server + `remember`/`recall`/`supersede`/`history`/`forget` CLI subcommands (JSON). - `js/` + `py/` — thin TS and Python

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JuliusBrusseeAGENTS.md

caveman / proxy

JuliusBrussee/caveman/proxy/AGENTS.md

accepted through the raw retry, and a compressed PAYG conversation without MCP recovery that streams (the server-side retrieve tool cannot ride a stream, so the conversation stays raw from

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ruvnetReads credentialsAGENTS.md

wifi-densepose

ruvnet/wifi-densepose/AGENTS.md

harness/homecore/bin/cli.js mcp start ``` The metaharness kernel is requested as WASM first and validates the MCP server spec. Fallback backends must be reported honestly. MCP guidance, diagnostics, and reviewed-memory search

MicrosoftAGENTS.md

playwright

microsoft/playwright/AGENTS.md

fixtures | Test runner: reporters, config, annotations, retries | | `tests/mcp/` | `import { test, expect } from './fixtures'` | `client`, `server` | MCP tools via `client.callTool()` | **Decision rule**: Does the test need `browser`/`browserType`/`context` → `tests/library/`. Just

nexu-ioAGENTS.md

open-design / plugins

nexu-io/open-design/plugins/AGENTS.md

plugin content. A plugin may reference OD atoms, design systems, craft docs, assets, scripts, MCP servers, or connectors through the manifest. ## Authoring Rules - New spec examples belong under `plugins/spec/examples

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Model Context ProtocolReads credentialsAGENTS.md

servers

modelcontextprotocol/servers/AGENTS.md

Knowledge-graph persistence │ ├── sequentialthinking/ TS @modelcontextprotocol/server-sequential-thinking npm Step-by-step reasoning │ ├── fetch/ Py mcp-server-fetch PyPI Fetches web content and converts it for LLMs │ ├── git/ Py mcp-server

Model Context ProtocolAGENTS.md

servers / everything

modelcontextprotocol/servers/src/everything/AGENTS.md

changes and rebuilds automatically - Run STDIO server: `npm run start:stdio` - Starts the MCP server using stdio transport - Run SSE server: `npm run start:sse` - Starts the MCP server with

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koala73AGENTS.md

worldmonitor

koala73/worldmonitor/AGENTS.md

Focused behavior check, `npm run typecheck`, `npm run lint:boundaries` | | API and handlers | `api/`, `server/`; [endpoint guide](docs/adding-endpoints.mdx) | Focused handler check, `npm run typecheck:api`; `npm run test:sidecar` owns

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koala73AGENTS.md

worldmonitor

koala73/worldmonitor/public/agents.md

Machine interfaces, authentication, request policy, and rate limits.

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bytedanceReads credentialsAGENTS.md

deer-flow

bytedance/deer-flow/AGENTS.md

Template → copy to config.yaml (gitignored) at repo root ├── extensions_config.example.json # Template → copy to extensions_config.json (gitignored): MCP servers + skills ├── backend/ # Python backend — see backend/AGENTS.md │ ├── Makefile # Per-module backend commands (dev, gateway, test

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bytedanceAGENTS.md

deer-flow / backend

bytedance/deer-flow/backend/AGENTS.md

ExtensionData.scope_id` contract (stored as `SubagentResult.external_task_id`), while `SubagentExecutor.execute_async()` generates a full server-side `execution_id` for `SubagentResult.task_id`, the process-wide registry, polling, cancellation, timeout handling

No other project uses it yet

bytedanceReads credentialsAGENTS.md

deer-flow / frontend

bytedance/deer-flow/frontend/AGENTS.md

metadata; never infer provider identity from server display names. `plugin-directory.tsx` groups rows and applies search/category/installed filters. `core/capabilities` consumes catalog and safe status projections; MCP secrets and raw settings remain

No other project uses it yet

jesseduffieldAGENTS.md

lazygit

jesseduffield/lazygit/AGENTS.md

files, and anything textual. Don't adopt the full workflow from `gopls mcp -instructions` (vulncheck on session start, `go_file_context` after every file read); that overhead isn't worth

No other project uses it yet

cheaper-inferenceReads credentialsAGENTS.md

OmniRoute

cheaper-inference/OmniRoute/AGENTS.md

src/lib/db/` (SQLite domain modules, 213 migrations) - Domain/Policy — `src/domain/` (policy engine, cost rules, fallback logic) - MCP Server — `open-sse/mcp-server/` (110 tools: 45 canonical + memory/skill/GitHub/pool/gamification/plugin/Notion/Obsidian/local-corpus/RTK modules; 3 transports: stdio / SSE / Streamable

diegosouzapwReads credentialsAGENTS.md

OmniRoute

diegosouzapw/OmniRoute/AGENTS.md

src/lib/db/` (SQLite domain modules, 209 migrations) - Domain/Policy — `src/domain/` (policy engine, cost rules, fallback logic) - MCP Server — `open-sse/mcp-server/` (110 tools: 45 canonical + memory/skill/GitHub/pool/gamification/plugin/Notion/Obsidian/local-corpus/RTK modules; 3 transports: stdio / SSE / Streamable

ruvnetReads credentialsAGENTS.md

ruflo

ruvnet/ruflo/AGENTS.md

coordination. ### MCP Auto-Registration When you run `npx claude-flow init --codex`, the MCP server is **automatically registered** with Codex. ```bash # Verify MCP is registered: codex mcp list # Expected output

MicrosoftReads credentialsAGENTS.md

ai-agents-for-beginners

microsoft/ai-agents-for-beginners/AGENTS.md

based on your goals: - **All lessons**: Microsoft Agent Framework (MAF) with `FoundryChatClient` - **Agents register server-side** in Microsoft Foundry Agent Service V2 and are visible in the Foundry portal ### Getting

No other project uses it yet