find-docs

find-docs is a skill for Claude Code, Codex from frontal-labs/mcp-server. It costs 172 tokens per session (1,714 once invoked), scanned A, a copy of find-docs, Apache-2.0.

A documentation lookup tool that retrieves current guides, API references, and code examples for libraries, frameworks, SDKs, command-line tools, and cloud services.

In plain words
What is it for?
It helps answer technology-specific questions by finding the library first and then searching its documentation with the Context7 command-line tool.
Why use it?
It reduces the risk of relying on outdated or incomplete knowledge when working with developer tools.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit It helps answer technology-specific questions by finding the library first and then searching its documentation with the Context7 command-line tool.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/frontal-labs/mcp-server/find-docs
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add frontal-labs/mcp-server --skill find-docs
Clone the repo
git clone --depth 1 https://github.com/frontal-labs/mcp-server

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for find-docs

README.md
[![agentmods](https://agentmods.dev/badge/skills/frontal-labs/mcp-server/find-docs/github.svg)](https://agentmods.dev/skills/frontal-labs/mcp-server/find-docs)
Your own site
<a href="https://agentmods.dev/skills/frontal-labs/mcp-server/find-docs"><img src="https://agentmods.dev/badge/skills/frontal-labs/mcp-server/find-docs/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.

agentmods 80×15 button for find-docs

Your own site · 80×15
<a href="https://agentmods.dev/skills/frontal-labs/mcp-server/find-docs"><img src="https://agentmods.dev/badge/skills/frontal-labs/mcp-server/find-docs.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 172 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,714 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 97% copy Near-identical to another mod in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00172 $0.01714
Opus 5.5 $0.00069 $0.00686
Sonnet 5.5 $0.00034 $0.00343
Haiku 4.5 $0.00017 $0.00171

Measured yesterday against content hash 8451dc6c6a6a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

find-docs 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 yesterday.

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.

Origin

This is a copy

97% identical to find-docs — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/find-docs/SKILL.md · 167 lines

How it starts

The opening of the file, as written. The whole thing — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Documentation Lookup

Retrieve current documentation and code examples for any library using the Context7 CLI.

Run commands with npx ctx7@latest so setup always uses the latest CLI without a global install:

npx ctx7@latest library <name> "<query>"
npx ctx7@latest docs <libraryId> "<query>"

Optionally install globally if you prefer a bare ctx7 command:

npm install -g ctx7@latest

Workflow

Two-step process: resolve the library name to an ID, then query docs with that ID.

# Step 1: Resolve library ID
npx ctx7@latest library <name> "<query>"

# Step 2: Query documentation
npx ctx7@latest docs <libraryId> "<query>"

You MUST call library first to obtain a valid library ID UNLESS the user explicitly provides a library ID in the format /org/project or /org/project/version.

IMPORTANT: Do not run these commands more than 3 times per question. If you cannot find what you need after 3 attempts, use the best result you have.

Step 1: Resolve a Library

Resolves a package/product name to a Context7-compatible library ID and returns matching libraries.

npx ctx7@latest library React "How to clean up useEffect with async operations"
npx ctx7@latest library "Next.js" "How to set up app router with a proxy"
npx ctx7@latest library Prisma "How to define one-to-many relations with cascade delete"

Use the official library name with proper punctuation (e.g., "Next.js" not "nextjs", "Customer.io" not "customerio", "Three.js" not "threejs"). If results look wrong, try alternate spellings such as next.js before changing the query.

Always pass a query argument — it is required and directly affects result ranking. Use the user's intent to form the query, which helps disambiguate when multiple libraries share a similar name. Do not include any sensitive or confidential information such as API keys, passwords, credentials, personal data, or proprietary code in your query.

Result fields

Each result includes:

  • Library ID — Context7-compatible identifier (format: /org/project)
  • Name — Library or package name
  • Description — Short summary
  • Code Snippets — Number of available code examples
  • Source Reputation — Authority indicator (High, Medium, Low, or Unknown)
  • Benchmark Score — Quality indicator (100 is the highest score)
  • Versions — List of versions if available. Use one of those versions if the user provides a version in their query. The format is /org/project/version.

Read the full file on GitHub · 167 lines

Changes

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.

  1. yesterday First seen · 167 lines · 172 tokens per session scan A 8451dc6c6a6a

Subscribe to this mod's changes

find-docs is a skill published in the GitHub repository frontal-labs/mcp-server (1 stars, last pushed yesterday), licensed Apache-2.0. It adds 172 tokens to every session and 1,714 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 97% identical to find-docs, differing in 0 lines, and is treated as a copy.

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