Borrowing it
Nothing to install: this file belongs to JeongSeongMok/tossinvest-openapi-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/JeongSeongMok/tossinvest-openapi-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/JeongSeongMok/tossinvest-openapi-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/jeongseongmok/tossinvest-openapi-mcp/claude-md)<a href="https://agentmods.dev/instructions/jeongseongmok/tossinvest-openapi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jeongseongmok/tossinvest-openapi-mcp/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/jeongseongmok/tossinvest-openapi-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/jeongseongmok/tossinvest-openapi-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00612 | $0.00612 |
| Opus 5.5 | $0.00245 | $0.00245 |
| Sonnet 5.5 | $0.00122 | $0.00122 |
| Haiku 4.5 | $0.00061 | $0.00061 |
Grade A, and why
tossinvest-openapi-mcp CLAUDE.md scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- `src/codegen.ts` — generates curl / TypeScript / Python request samples. How it starts
The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Guidance for AI agents (Claude Code and others) working in this repository.
What this is
An MCP (Model Context Protocol) server, distributed via npm and run over stdio, that exposes the Toss Securities (토스증권) Open API specification as agent-friendly tools.
It is read-only: it explains the API, it never calls it. There is no authentication,
no network access at runtime, and no account/credential handling. All data comes from the
bundled openapi.json.
Architecture
openapi.json— the bundled Toss Securities OpenAPI 3.1 document. Source of truth.src/spec/store.ts— loadsopenapi.jsononce, flattens operations, indexes tags & schemas, and resolves local$refs (with cycle protection viaderef).src/format.ts— renders operations and schemas as compact, agent-readable markdown.src/codegen.ts— generates curl / TypeScript / Python request samples.src/guides.ts— curated, use-case-oriented integration guides; each step references a realoperationIdthat is validated against the spec at request time.src/server.ts— registers all MCP tools (McpServer.registerTool) with zod input schemas.src/index.ts— stdio entry point (#!/usr/bin/env node).
Conventions
- Tool descriptions are written for agents, in English — imperative, action-oriented,
and they cross-reference related tools (e.g. "use
get_endpointfor full detail"). - Tool output is markdown text, optimized for token efficiency: lists/overviews first, full detail via a drill-down tool. Never dump raw JSON when a field tree is clearer.
- Never invent spec content. If something is not in
openapi.json, say so. - stdio servers must not write to stdout; all logging goes to stderr.
Build & verify
npm install
npm run build # tsc → dist/
node dist/index.js # starts the stdio server (logs to stderr)
To smoke-test tools, drive the server with MCP JSON-RPC over stdio
(initialize → notifications/initialized → tools/list → tools/call).
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.
- 2mo ago First seen · 56 lines · 612 tokens per session scan A 70c1ad581604
tossinvest-openapi-mcp CLAUDE.md is an instructions file published in the GitHub repository JeongSeongMok/tossinvest-openapi-mcp (4 stars, last pushed 1mo ago), licensed MIT. It adds 612 tokens to every session, about $0.0024 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
tossinvest-openapi-mcp CLAUDE.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tossinvest-openapi-mcp CLAUDE.mdJeongSeongMok/tossinvest-openapi-mcp | Instructions file | 4 | 1mo ago | MIT | A | 612 | Claude Code |
| data-scientist copilot-instructions.mdrealnghon/data-scientist | Instructions file | 2 | 4mo ago | MIT | A | 373 | GitHub Copilot |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |