A web research service for AI agents that searches the public internet, reads web pages and PDFs, and returns relevant passages with sources. It can also map or crawl sites and watch pages for changes.

Use it to research a topic, extract answers from pages or PDFs, inspect a website, or detect changes on a page.

It helps an agent obtain current, sourced information instead of relying only on its existing knowledge or manually processing whole pages.

clawifi — Skill for Claude Code and Codex by atakanelik34/clawifi-mcp

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 atakanelik34/clawifi-mcp --skill clawifi

Clone the repo

git clone --depth 1 https://github.com/atakanelik34/clawifi-mcp

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/atakanelik34/clawifi-mcp/clawifi/github.svg)](https://agentmods.dev/skills/atakanelik34/clawifi-mcp/clawifi)

Your own site

<a href="https://agentmods.dev/skills/atakanelik34/clawifi-mcp/clawifi"><img src="https://agentmods.dev/badge/skills/atakanelik34/clawifi-mcp/clawifi/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/atakanelik34/clawifi-mcp/clawifi"><img src="https://agentmods.dev/badge/skills/atakanelik34/clawifi-mcp/clawifi.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 65 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 996 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 original No closer match found 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.

Model	Per session	Once invoked
Fable 5.1	$0.00065	$0.00996
Opus 5.5	$0.00026	$0.00398
Sonnet 5.5	$0.00013	$0.00199
Haiku 4.5	$0.00006	$0.00100

Measured yesterday against content hash 187ebdc3f6ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

clawifi 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.

skills/clawifi/SKILL.md · 47 lines

How it starts

The opening of the file, as written. The whole thing — 47 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Clawifi: web access for AI agents

Clawifi searches many engines as one, reads pages and PDFs, and returns the passages that answer a question, each with its source. Site: https://clawifi.dev. Every page there has a Markdown twin (add .md), and https://clawifi.dev/llms-full.txt has all of them.

Connect

Hosted MCP server: https://api.clawifi.dev/mcp (streamable HTTP).
Sign-in: MCP sign-in (OAuth 2.1). The free tools answer without an account; the first call that needs one asks the person to sign in or create a free account (1,000 credits a month, no card).
Clients without MCP sign-in send Authorization: Bearer <key> with a key from https://clawifi.dev/account.
One line per client: https://clawifi.dev/install.md
- Claude Code: claude mcp add --transport http clawifi https://api.clawifi.dev/mcp, then /mcp to sign in.
- Codex: codex mcp add clawifi --url https://api.clawifi.dev/mcp, then codex mcp login clawifi.
HTTP API: JSON over HTTPS at https://api.clawifi.dev with the key as a bearer token. Reference: https://clawifi.dev/api-reference.md

Which tool

Need	Tool (HTTP route)
Find pages on a topic	`search_free` (`POST /search/free`): free engines first, merged by rank; optional `include_domains`, `exclude_domains`, `time_range`
Read one page or PDF as Markdown	`fetch_url` (`POST /fetch`)
Only the passages that answer a question	`fetch_url` or `scrape_url` with `query` and `top_k`
Structured fields from a page	`extract_url` (`POST /extract`)
All URLs of a site	`map_site` (`POST /map`)
Many pages of a site	`start_crawl` then `get_crawl` (`POST /crawl`)
Long work in the background	`create_job` then `get_job`
Earlier calls and their results	`list_history`, `read_artifact`
Balance and plan	`credits`, `account`
Price of a call before running it	`estimate`, or `"dry_run": true` on any paid HTTP call

Monitoring is on the HTTP API. A page monitor checks a page on a schedule, from every 5 minutes to once a month (include_selectors limits it to part of the page). A search monitor (kind: "search" with query) runs a search at most hourly and reports only results it has not seen before. Either can email its creator (notify_email: true) or call a signed webhook on change. Price it with POST /monitors/estimate (free), create it with POST /monitors, then read GET /monitors/{id}/diffs. list_monitors lists them over MCP. Details: https://clawifi.dev/docs/monitors.md

Read the full file on GitHub · 47 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.

yesterday First seen · 47 lines · 65 tokens per session scan A 187ebdc3f6ab

Subscribe to this mod's changes

clawifi is a skill published in the GitHub repository atakanelik34/clawifi-mcp (0 stars, last pushed 2d ago), licensed MIT. It adds 65 tokens to every session and 996 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-11-07.

Browser automation Research

clawifi next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
clawifiatakanelik34/clawifi-mcp	Skill	0	2d ago	MIT	A	65	Claude Code, Codex
interactive-loginyc-software/qm	Skill	16k	today	MIT	A	46	Claude Code, Codex
pinchtab-mcppinchtab/pinchtab	Skill	11k	12d ago	MIT	A	52	Claude Code, Codex
azure-messaging-webpubsub-javamicrosoft/skills	Skill	3.2k	2d ago	MIT	A	43	Claude Code
cua-driverdavidondrej/skills	Skill	4.3k	yesterday	MIT	A	68	Claude Code, Codex
open-design-browsercompozy/compozy	Skill	2.9k	today	MIT	A	56	Claude Code, Codex
southwestborski/travel-hacking-toolkit	Skill	911	3d ago	MIT	A	40	Claude Code