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.
npx skills add mysleekdesigns/crawlforge-mcp --skill crawlforge-deep-researchgit clone --depth 1 https://github.com/mysleekdesigns/crawlforge-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/skills/mysleekdesigns/crawlforge-mcp/crawlforge-deep-research)<a href="https://agentmods.dev/skills/mysleekdesigns/crawlforge-mcp/crawlforge-deep-research"><img src="https://agentmods.dev/badge/skills/mysleekdesigns/crawlforge-mcp/crawlforge-deep-research/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/skills/mysleekdesigns/crawlforge-mcp/crawlforge-deep-research"><img src="https://agentmods.dev/badge/skills/mysleekdesigns/crawlforge-mcp/crawlforge-deep-research.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 | $0.00154 | $0.01606 |
| Opus 5.5 | $0.00062 | $0.00642 |
| Sonnet 5.5 | $0.00031 | $0.00321 |
| Haiku 4.5 | $0.00015 | $0.00161 |
Grade A, and why
crawlforge-deep-research 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 — 139 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CrawlForge Deep Research
Answer questions and produce reports from many web sources using the CrawlForge
MCP server. Four tools, from lightest to heaviest: reddit_search (Reddit
posts/comments/threads), search_web (ranked results), agent (autonomous plan-and-answer), deep_research (exhaustive
multi-source synthesis).
When to use
- "Search the web for X" / "find pages about X" →
search_web - "Search Reddit for X" / "what does Reddit say about X" / "read this Reddit
thread" →
reddit_search - "Answer this question from the web" / "what are the top 5 X" (no URLs given) →
agent - "Research this topic in depth" / "compare competitors" / "give me a cited
report" / "gather facts with sources" →
deep_research
Do NOT use these for a single known URL — use the crawlforge-web-scraping
skill (scrape / extract_content) instead.
Tool selection
| Need | Tool | Cost |
|---|---|---|
| A ranked list of result URLs + snippets | search_web |
5 |
| Reddit posts, comments, or a full thread | reddit_search |
5 |
| A direct answer, agent decides what to read | agent |
8 (+5 per automatic stealth retry, max 2) |
| A synthesized, multi-source, cited report | deep_research |
10+ (scales) |
A common pipeline: search_web to find sources → batch_scrape (see
crawlforge-batch-automation) to read them → deep_research to synthesize.
search_web (cost: 5)
{
"tool": "search_web",
"params": { "query": "best MCP servers 2025", "limit": 10, "time_range": "month" }
}
Returns titles, URLs, snippets. Supports lang, site (domain filter),
file_type, time_range (day/week/month/year/all), expand_query,
enable_ranking, and enable_deduplication. CLI:
crawlforge search "MCP server tutorial" --limit 5.
reddit_search (cost: 5)
reddit.com 403-blocks direct scraping, so this reads the Arctic Shift community archive instead (free, no Reddit credentials).
{
"tool": "reddit_search",
"params": { "query": "best MCP servers", "subreddit": "ClaudeAI", "limit": 10 }
}
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 Changed bc388465bd45
- 14d ago Changed bcacc4b65546
- 15d ago Changed a66e55d15819
- 17d ago Changed 202c4f6b48f2
- 26d ago Changed b808e739208a
- 1mo ago Changed 45761f408d93
- 2mo ago Changed 341a326c9c30
- 2mo ago Changed · +2 lines b60a5468c579
- 2mo ago First seen · 137 lines · 154 tokens per session scan A 76ec781da903
crawlforge-deep-research is a skill published in the GitHub repository mysleekdesigns/crawlforge-mcp (6 stars, last pushed 5d ago), licensed MIT. It adds 154 tokens to every session and 1,606 once invoked, about $0.0006 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 2026-08-31.
crawlforge-deep-research compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| crawlforge-deep-researchmysleekdesigns/crawlforge-mcp | Skill | 6 | 5d ago | MIT | A | 154 | Claude Code, Codex |
| skillnoteluna-prompts/skillnote | Skill | 68 | 5d ago | MIT | A | 54 | Claude Code, Codex |
| healthcare-providers-enrichNimbleway/agent-skills | Skill | 61 | 8d ago | MIT | A | 194 | Claude Code |
| healthcare-providers-extractNimbleway/agent-skills | Skill | 61 | 8d ago | MIT | A | 206 | Claude Code |
| talent-sourcingNimbleway/agent-skills | Skill | 61 | 8d ago | MIT | A | 210 | Claude Code |
| chatcrystal-debug-recallZengLiangYi/ChatCrystal | Skill | 60 | 5d ago | Apache-2.0 | A | 54 | Codex |
| verifyyha9806/academic-writing-toolkit | Skill | 54 | 9d ago | MIT | A | 26 | Claude Code |