Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Fast web fetcher for AI agents - stealth mode, crawl mode, page actions, structured extraction, PDF parsing, smart escalation from simple HTTP to headless browser <p align="center"> <a href="https://webpeel.dev"> <img src=".github/banner.svg" alt="WebPeel — Web fetching for AI agents" width="100%"> </a> </p> <p align="center"> <a href="https://www.npmjs.com/package/webpeel"><img src="https://img.shields.io/npm/v/webpeel.svg" alt="npm version"></a> <a href="https://pypi.org/project/webpeel/"><img src="https://img.shields.io/pypi/v/webpeel.svg" alt="PyPI version"></a> <a href="h Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
webpeel is best for web-scraper, ai-agent, mcp-server workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
Fast web fetcher for AI agents - stealth mode, crawl mode, page actions, structured extraction, PDF parsing, smart escalation from simple HTTP to headless browser <p align="center"> <a href="https://webpeel.dev"> <img src=".github/banner.svg" alt="WebPeel — Web fetching for AI agents" width="100%"> </a> </p> <p align="center"> <a href="https://www.npmjs.com/package/webpeel"><img src="https://img.shields.io/npm/v/webpeel.svg" alt="npm version"></a> <a href="https://pypi.org/project/webpeel/"><img src="https://img.shields.io/pypi/v/webpeel.svg" alt="PyPI version"></a> <a href="h
Public facts
3
Change events
0
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Webpeel
Artifacts
0
Benchmarks
0
Last release
0.15.2
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/webpeel/webpeel.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Webpeel
Protocol compatibility
MCP
Handshake status
UNKNOWN
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
bash
npx webpeel "https://example.com"
bash
# YouTube transcript — no API key! npx webpeel "https://youtube.com/watch?v=dQw4w9WgXcQ" # Ask any page a question — no LLM key! npx webpeel "https://openai.com/pricing" -q "how much does GPT-4 cost?" # Reddit thread — structured JSON npx webpeel "https://reddit.com/r/programming/comments/..." --json # Reader mode — strips all noise npx webpeel "https://nytimes.com/article" --readable
json
{
"mcpServers": {
"webpeel": {
"command": "npx",
"args": ["-y", "webpeel", "mcp"]
}
}
}bash
curl "https://api.webpeel.dev/v1/fetch?url=https://example.com" \ -H "Authorization: Bearer wp_YOUR_KEY"
bash
curl "https://api.webpeel.dev/v1/fetch?url=https://example.com" \ -H "Authorization: Bearer wp_YOUR_KEY"
json
{
"mcpServers": {
"webpeel": { "command": "npx", "args": ["-y", "webpeel", "mcp"] }
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Fast web fetcher for AI agents - stealth mode, crawl mode, page actions, structured extraction, PDF parsing, smart escalation from simple HTTP to headless browser <p align="center"> <a href="https://webpeel.dev"> <img src=".github/banner.svg" alt="WebPeel — Web fetching for AI agents" width="100%"> </a> </p> <p align="center"> <a href="https://www.npmjs.com/package/webpeel"><img src="https://img.shields.io/npm/v/webpeel.svg" alt="npm version"></a> <a href="https://pypi.org/project/webpeel/"><img src="https://img.shields.io/pypi/v/webpeel.svg" alt="PyPI version"></a> <a href="h
WebPeel gives AI agents reliable web access in one call. It handles JavaScript rendering, bot detection, and content extraction automatically — your agent gets clean, structured data. 18 MCP tools, 927 tests, 100% open source.
npx webpeel "https://example.com"
More examples:
# YouTube transcript — no API key!
npx webpeel "https://youtube.com/watch?v=dQw4w9WgXcQ"
# Ask any page a question — no LLM key!
npx webpeel "https://openai.com/pricing" -q "how much does GPT-4 cost?"
# Reddit thread — structured JSON
npx webpeel "https://reddit.com/r/programming/comments/..." --json
# Reader mode — strips all noise
npx webpeel "https://nytimes.com/article" --readable
No install needed. First 25 fetches work without signup. Get 500/week free →
{
"mcpServers": {
"webpeel": {
"command": "npx",
"args": ["-y", "webpeel", "mcp"]
}
}
}
curl "https://api.webpeel.dev/v1/fetch?url=https://example.com" \
-H "Authorization: Bearer wp_YOUR_KEY"
| | Feature | What you get |
|---|---------|-------------|
| 🌐 | Fetch | Any URL → clean markdown, text, or JSON. Auto-handles JS rendering, bot detection, CAPTCHAs |
| 🎬 | YouTube | Full video transcripts with timestamps. No API key |
| 🐦 | Twitter/Reddit/GitHub/HN | Structured data from social platforms via native APIs |
| ❓ | Quick Answer | Ask a question about any page. BM25 scoring, no LLM key |
| 📖 | Reader Mode | Browser Reader Mode for AI — strips nav, ads, cookies, 25+ noise patterns |
| 🔍 | Search | Web search across 27+ sites. Deep research with multi-hop analysis |
| 📊 | Extract | Pricing pages, products, contacts → structured JSON. CSS/JSON Schema/LLM extraction |
| 🕵️ | Stealth | Bypasses Cloudflare, PerimeterX, DataDome, Akamai. 28 auto-stealth domains |
| 🏨 | Hotels | Kayak + Booking + Google Travel + Expedia in parallel |
| 🔄 | Monitor | Watch URLs for changes, get webhook notifications |
| 🕷️ | Crawl | BFS/DFS site crawling, sitemap discovery, robots.txt compliance |
| 📸 | Screenshot | Full-page or viewport screenshots |
| 🐍 | Python SDK | pip install webpeel — sync + async client |
| Feature | WebPeel | Firecrawl | Crawl4AI | Jina Reader | |---------|:-------:|:---------:|:--------:|:-----------:| | YouTube transcripts | ✅ | ❌ | ❌ | ❌ | | LLM-free Q&A | ✅ | ❌ | ❌ | ❌ | | Reader mode | ✅ | ❌ | ❌ | ❌ | | Domain extractors (Twitter, Reddit, GH, HN) | ✅ | ❌ | ❌ | ❌ | | Auto-extract (pricing, products) | ✅ | ❌ | ❌ | ❌ | | URL monitoring | ✅ | ❌ | ❌ | ❌ | | Stealth / anti-bot | ✅ | ⚡ Hosted only | ✅ | ❌ | | MCP server | ✅ 18 tools | ✅ 4 tools | ❌ | ❌ | | Deep research | ✅ | ❌ | ❌ | ❌ | | Hotel search | ✅ | ❌ | ❌ | ❌ | | Self-hostable | ✅ | ✅ | ✅ | ❌ | | Free tier | 500/week | 500 credits | Unlimited | Unlimited | | Open source | AGPL-3.0 | AGPL-3.0 | Apache-2.0 | N/A |
Evaluated on 30 real-world URLs across 6 categories (static, dynamic, SPA, protected, documents, international):
| | WebPeel | Next best | |---|:---:|:---:| | Success rate | 100% (30/30) | 93.3% | | Content quality | 92.3% | 83.2% |
WebPeel is the only tool that extracted content from all 30 test URLs. Full methodology →
WebPeel exposes 18 tools to your AI coding assistant:
| Tool | What it does |
|------|--------------|
| webpeel_fetch | Fetch any URL → markdown. Smart escalation built in. Supports readable: true for reader mode |
| webpeel_search | Web search with structured results across 27+ sources |
| webpeel_batch | Fetch multiple URLs concurrently |
| webpeel_crawl | Crawl a site with depth/page limits |
| webpeel_map | Discover all URLs on a domain |
| webpeel_extract | Structured extraction (CSS, JSON Schema, or LLM) |
| webpeel_screenshot | Screenshot any page (full-page or viewport) |
| webpeel_research | Deep multi-hop research on a topic |
| webpeel_summarize | AI summary of any URL |
| webpeel_answer | Ask a question about a URL's content |
| webpeel_change_track | Detect changes between two fetches |
| webpeel_brand | Extract branding assets from a site |
| webpeel_deep_fetch | Search + batch fetch + merge — comprehensive research, no LLM key |
| webpeel_youtube | Extract YouTube video transcripts — all URL formats, no API key |
| webpeel_auto_extract | Heuristic structured data extraction — auto-detects pricing, products, contacts |
| webpeel_quick_answer | BM25-powered Q&A — ask any question about any page, no LLM key |
| webpeel_watch | Persistent URL change monitoring with webhook notifications |
| webpeel_hotels | Hotel search across Kayak, Booking.com, Google Travel, Expedia in parallel |
Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"webpeel": { "command": "npx", "args": ["-y", "webpeel", "mcp"] }
}
}
Cursor (Settings → MCP Servers):
{
"mcpServers": {
"webpeel": { "command": "npx", "args": ["-y", "webpeel", "mcp"] }
}
}
VS Code (~/.vscode/mcp.json):
{
"servers": {
"webpeel": { "command": "npx", "args": ["-y", "webpeel", "mcp"] }
}
}
Windsurf (~/.codeium/windsurf/mcp_config.json):
{
"mcpServers": {
"webpeel": { "command": "npx", "args": ["-y", "webpeel", "mcp"] }
}
}
Docker (stdio):
{
"mcpServers": {
"webpeel": { "command": "docker", "args": ["run", "-i", "--rm", "webpeel/mcp"] }
}
}
Hosted endpoint (no local server needed):
{
"mcpServers": {
"webpeel": {
"url": "https://api.webpeel.dev/mcp",
"headers": { "Authorization": "Bearer YOUR_API_KEY" }
}
}
}
</details>
Multi-hop research that thinks like a researcher, not a search engine:
# Sources only — no API key needed
npx webpeel research "best practices for rate limiting APIs" --max-sources 8
# Full synthesis with LLM (BYOK)
npx webpeel research "compare Firecrawl vs Crawl4AI vs WebPeel" --llm-key sk-...
Search → fetch top results → extract key passages (BM25) → follow the most relevant links → synthesize. No circular references, no duplicate content.
# Auto-detects Amazon and applies the built-in schema
npx webpeel "https://www.amazon.com/s?k=mechanical+keyboard" --json
# Force a specific schema
npx webpeel "https://www.booking.com/searchresults.html?city=Paris" --schema booking --json
# List all built-in schemas
npx webpeel --list-schemas
Built-in schemas: amazon · booking · ebay · expedia · hackernews · walmart · yelp
npx webpeel "https://example.com/product" \
--extract-schema '{"type":"object","properties":{"title":{"type":"string"},"price":{"type":"number"}}}' \
--llm-key sk-...
npx webpeel "https://hn.algolia.com" \
--llm-extract "top 10 posts with title, score, and comment count" \
--llm-key $OPENAI_API_KEY \
--json
Note: WebPeel is an ESM-only package. Use
importsyntax:import { peel } from 'webpeel';CommonJS
require()is not supported. If your project uses CommonJS, use dynamic import:const { peel } = await import('webpeel');
import { peel } from 'webpeel';
// CSS selector extraction
const result = await peel('https://news.ycombinator.com', {
extract: { selectors: { titles: '.titleline > a', scores: '.score' } }
});
// LLM extraction with JSON Schema
const product = await peel('https://example.com/product', {
llmExtract: 'title, price, rating, availability',
llmKey: process.env.OPENAI_API_KEY,
});
</details>
WebPeel detects 7 bot-protection vendors automatically:
28 high-protection domains (Amazon, LinkedIn, Glassdoor, Zillow, Ticketmaster, and more) automatically route through stealth mode — no flags needed.
# Explicitly enable stealth
npx webpeel "https://glassdoor.com/jobs" --stealth
# Auto-escalation (stealth triggers automatically on challenge detection)
npx webpeel "https://amazon.com/dp/ASIN"
</details>
Search Kayak, Booking.com, Google Travel, and Expedia in parallel — returns unified results in one call.
npx webpeel hotels "Paris" --check-in 2025-06-01 --check-out 2025-06-07 --guests 2 --json
Available as webpeel_hotels MCP tool and via the REST API.
| Plan | Price | Weekly Fetches | Burst | |------|------:|:--------------:|:-----:| | Free | $0/mo | 500/wk | 50/hr | | Pro | $9/mo | 1,250/wk | 100/hr | | Max | $29/mo | 6,250/wk | 500/hr |
All features on all plans. Pro/Max add pay-as-you-go extra usage. Quota resets every Monday.
Sign up free → · Compare with Firecrawl →
pip install webpeel
from webpeel import WebPeel
client = WebPeel(api_key="wp_...") # or WEBPEEL_API_KEY env var
result = client.scrape("https://example.com")
print(result.content) # Clean markdown
print(result.metadata) # title, description, author, ...
results = client.search("latest AI research papers")
job = client.crawl("https://docs.example.com", limit=100)
result = client.scrape("https://protected-site.com", render=True, stealth=True)
Sync and async clients. Pure Python 3.8+, zero dependencies. Full SDK docs →
</details>git clone https://github.com/webpeel/webpeel.git
cd webpeel && docker compose up
Full REST API at http://localhost:3000. AGPL-3.0 licensed. Self-hosting guide →
docker run -i webpeel/mcp # MCP server only
docker run -p 3000:3000 webpeel/api # API server only
git clone https://github.com/webpeel/webpeel.git
cd webpeel
npm install && npm run build
npm test
The project has 927 tests. Please add tests for new features.
AGPL-3.0 — free to use, modify, and distribute. If you run a modified version as a network service, you must release your source under AGPL-3.0.
Need a commercial license? support@webpeel.dev
Versions 0.7.1 and earlier were released under MIT and remain MIT-licensed.
© WebPeel
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:01:35.079Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "web-scraper",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp-server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "playwright",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "markdown",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "fetcher",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "web-fetcher",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "claude-code",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cursor",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "vscode",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "windsurf",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cline",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gemini",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "gpt",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "llm",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "ai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "web-to-markdown",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "headless-browser",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "web-scraping",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "firecrawl-alternative",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:web-scraper|supported|profile capability:ai-agent|supported|profile capability:mcp-server|supported|profile capability:mcp|supported|profile capability:model-context-protocol|supported|profile capability:playwright|supported|profile capability:markdown|supported|profile capability:fetcher|supported|profile capability:web-fetcher|supported|profile capability:claude|supported|profile capability:claude-code|supported|profile capability:cursor|supported|profile capability:vscode|supported|profile capability:windsurf|supported|profile capability:cline|supported|profile capability:gemini|supported|profile capability:gpt|supported|profile capability:llm|supported|profile capability:ai|supported|profile capability:web-to-markdown|supported|profile capability:headless-browser|supported|profile capability:web-scraping|supported|profile capability:firecrawl-alternative|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Webpeel",
"href": "https://webpeel.dev",
"sourceUrl": "https://webpeel.dev",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T02:31:27.971Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T02:31:27.971Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-webpeel-webpeel/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[]
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