Borrowing it
Nothing to install: this file belongs to jkoelker/schwab-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jkoelker/schwab-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/jkoelker/schwab-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/jkoelker/schwab-mcp/agents-md)<a href="https://agentmods.dev/instructions/jkoelker/schwab-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/jkoelker/schwab-mcp/agents-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.01949 | $0.01949 |
| Opus 5 | $0.00975 | $0.00975 |
| Sonnet 5 | $0.00390 | $0.00390 |
| Haiku 4.5 | $0.00195 | $0.00195 |
Grade A, and why
schwab-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 252 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure
src/schwab_mcp/
__init__.py # Entry point proxy
cli.py # Click CLI commands (auth, server)
server.py # SchwabMCPServer class, FastMCP integration
context.py # SchwabContext, SchwabServerContext dataclasses
auth.py # OAuth browser flow helpers
tokens.py # Token load/save, validation
approvals/ # Discord approval workflow
tools/ # MCP tool implementations
__init__.py # register_tools() aggregator
_registration.py # register_tool(), approval wrapping
_protocols.py # Protocol classes for typed client facades
utils.py # call() helper, SchwabAPIError, JSONType
tools.py # get_datetime, get_market_hours, get_movers
account.py # Account and preferences tools
history.py # Price history tools
options.py # Option chain tools
orders.py # Order placement and management
order_helpers.py # Order builder factories
quotes.py # Quote retrieval tools
transactions.py # Transaction history tools
technical/ # Optional pandas-ta indicators (sma, rsi, etc.)
tests/
test_*.py # Mirror source structure
Build, Test, and Development Commands
# Install dependencies
uv sync
# Run the CLI
uv run schwab-mcp --help
uv run schwab-mcp server --help
# Type checking
uv run pyright
# Format code (run before commits)
uv run ruff format .
# Lint (auto-fixable issues)
uv run ruff check .
uv run ruff check . --fix
# Run full test suite with coverage
uv run pytest
# Run a single test file
uv run pytest tests/test_tools.py
# Run a single test function
uv run pytest tests/test_tools.py::test_get_datetime_returns_eastern_time
# Run tests matching a pattern
uv run pytest -k "get_option"
# Run with verbose output
uv run pytest -v tests/test_orders.py
# Combined check before commit
uv run ruff format . && uv run ruff check . && uv run pyright && uv run pytest
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 252 lines · 1,949 tokens per session scan A 8f33f1ea5ecf
schwab-mcp AGENTS.md is an instructions file published in the GitHub repository jkoelker/schwab-mcp (60 stars, last pushed 12d ago), licensed MIT. It adds 1,949 tokens to every session, about $0.0097 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
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AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
vscode buildNext.instructions.md
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vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.