Crawler Summary

@brightdata/mcp answer-first brief

An MCP interface into the Bright Data toolset <div align="center"> <a href="https://brightdata.com/ai/mcp-server"> <img src="https://github.com/user-attachments/assets/c21b3f7b-7ff1-40c3-b3d8-66706913d62f" alt="Bright Data Logo"> </a> <h1>The Web MCP</h1> <p> <strong>๐ŸŒ Give your AI real-time web superpowers</strong><br/> <i>Seamlessly connect LLMs to the live web without getting blocked</i> </p> <p> <a href="https://www.npmjs.com/package/@brightdata/mcp"> <img Capability contract not published. No trust telemetry is available yet. 2.1K GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

@brightdata/mcp is best for mcp, brightdata, cli 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

Claim this agent
Agent DossierGitHubSafety: 100/100

@brightdata/mcp

An MCP interface into the Bright Data toolset <div align="center"> <a href="https://brightdata.com/ai/mcp-server"> <img src="https://github.com/user-attachments/assets/c21b3f7b-7ff1-40c3-b3d8-66706913d62f" alt="Bright Data Logo"> </a> <h1>The Web MCP</h1> <p> <strong>๐ŸŒ Give your AI real-time web superpowers</strong><br/> <i>Seamlessly connect LLMs to the live web without getting blocked</i> </p> <p> <a href="https://www.npmjs.com/package/@brightdata/mcp"> <img

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals2.1K GitHub stars

Capability contract not published. No trust telemetry is available yet. 2.1K GitHub stars reported by the source. Last updated 2/25/2026.

2.1K GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Brightdata

Artifacts

0

Benchmarks

0

Last release

2.8.4

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 2.1K GitHub stars reported by the source. Last updated 2/25/2026.

Setup snapshot

git clone https://github.com/brightdata/brightdata-mcp.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    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.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Brightdata

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

2.1K GitHub stars

profilemedium
Observed Feb 25, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

text

https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN_HERE

json

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>"
      }
    }
  }
}

json

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>",
        "GROUPS": "browser,advanced_scraping",
        "TOOLS": "extract"
      }
    }
  }
}

yaml

โœ… "What's Tesla's current stock price?"
โœ… "Find the best-rated restaurants in Tokyo right now"
โœ… "Get today's weather forecast for New York"
โœ… "What movies are releasing this week?"
โœ… "What are the trending topics on Twitter today?"

json

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "your-token-here"
      }
    }
  }
}

json

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "your-token-here",
        "PRO_MODE": "true",              // Enable all 60+ tools
        "RATE_LIMIT": "100/1h",          // Custom rate limiting
        "WEB_UNLOCKER_ZONE": "custom",   // Custom unlocker zone
        "BROWSER_ZONE": "custom_browser", // Custom browser zone
        "POLLING_TIMEOUT": "600"         // Polling timeout in seconds (default: 600)
      }
    }
  }
}

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

An MCP interface into the Bright Data toolset <div align="center"> <a href="https://brightdata.com/ai/mcp-server"> <img src="https://github.com/user-attachments/assets/c21b3f7b-7ff1-40c3-b3d8-66706913d62f" alt="Bright Data Logo"> </a> <h1>The Web MCP</h1> <p> <strong>๐ŸŒ Give your AI real-time web superpowers</strong><br/> <i>Seamlessly connect LLMs to the live web without getting blocked</i> </p> <p> <a href="https://www.npmjs.com/package/@brightdata/mcp"> <img

Full README
<div align="center"> <a href="https://brightdata.com/ai/mcp-server"> <img src="https://github.com/user-attachments/assets/c21b3f7b-7ff1-40c3-b3d8-66706913d62f" alt="Bright Data Logo"> </a> <h1>The Web MCP</h1> <p> <strong>๐ŸŒ Give your AI real-time web superpowers</strong><br/> <i>Seamlessly connect LLMs to the live web without getting blocked</i> </p> <p> <a href="https://www.npmjs.com/package/@brightdata/mcp"> <img src="https://img.shields.io/npm/v/@brightdata/mcp?style=for-the-badge&color=blue" alt="npm version"/> </a> <a href="https://www.npmjs.com/package/@brightdata/mcp"> <img src="https://img.shields.io/npm/dw/@brightdata/mcp?style=for-the-badge&color=green" alt="npm downloads"/> </a> <a href="https://github.com/brightdata-com/brightdata-mcp/blob/main/LICENSE"> <img src="https://img.shields.io/badge/license-MIT-purple?style=for-the-badge" alt="License"/> </a> </p> <p> <a href="#-quick-start">Quick Start</a> โ€ข <a href="#-features">Features</a> โ€ข <a href="#-pricing--modes">Pricing</a> โ€ข <a href="#-demos">Demos</a> โ€ข <a href="#-documentation">Docs</a> โ€ข <a href="#-support">Support</a> </p> <div> <h3>๐ŸŽ‰ <strong>Free Tier Available!</strong> ๐ŸŽ‰</h3> <p><strong>5,000 requests/month FREE</strong> <br/> <sub>Perfect for prototyping and everyday AI workflows</sub></p> </div> </div> <br/> <div align="center"> <h3>๐Ÿš€ <a href="https://brightdata.com/ai/mcp-server/launch-week">Launch Week - January 2026</a> ๐Ÿš€</h3> <p><strong>5 Days of Major Releases!</strong></p> <table> <tr> <td align="center">๐Ÿ“ฆ <a href="https://brightdata.com/ai/mcp-server/launch-week/day1">Tool Groups</a></td> <td align="center">๐Ÿง™ <a href="https://brightdata.com/ai/mcp-server/launch-week/day2">Setup Wizard</a></td> <td align="center">โšก <a href="https://brightdata.com/ai/mcp-server/launch-week/day3">Token Efficiency</a></td> <td align="center">๐Ÿข <a href="https://brightdata.com/ai/mcp-server/launch-week/day4">Enterprise Integrations</a></td> <td align="center">๐Ÿ“Š <a href="https://brightdata.com/ai/mcp-server/launch-week/day5">Observability</a></td> </tr> </table> </div>

๐ŸŒŸ Overview

The Web MCP is your gateway to giving AI assistants true web capabilities. No more outdated responses, no more "I can't access real-time information" - just seamless, reliable web access that actually works.

Built by Bright Data, the world's #1 web data platform, this MCP server ensures your AI never gets blocked, rate-limited, or served CAPTCHAs.

<div align="center"> <table> <tr> <td align="center">โœ… <strong>Works with Any LLM</strong><br/><sub>Claude, GPT, Gemini, Llama</sub></td> <td align="center">๐Ÿ›ก๏ธ <strong>Never Gets Blocked</strong><br/><sub>Enterprise-grade unblocking</sub></td> <td align="center">๐Ÿš€ <strong>5,000 Free Requests</strong><br/><sub>Monthly</sub></td> <td align="center">โšก <strong>Zero Config</strong><br/><sub>Works out of the box</sub></td> </tr> </table> </div>

๐ŸŽฏ Perfect For

  • ๐Ÿ” Real-time Research - Get current prices, news, and live data
  • ๐Ÿ›๏ธ E-commerce Intelligence - Monitor products, prices, and availability
  • ๐Ÿ“Š Market Analysis - Track competitors and industry trends
  • ๐Ÿค– AI Agents - Build agents that can actually browse the web
  • ๐Ÿ“ Content Creation - Access up-to-date information for writing
  • ๐ŸŽ“ Academic Research - Gather data from multiple sources efficiently

โšก Quick Start

Use the configuration wizard:

GIF for day2

<summary><b>๐Ÿ“ก Use our hosted server - No installation needed!</b></summary>

Perfect for users who want zero setup. Just add this URL to your MCP client:

https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN_HERE

Setup in Claude Desktop:

  1. Go to: Settings โ†’ Connectors โ†’ Add custom connector
  2. Name: Bright Data Web
  3. URL: https://mcp.brightdata.com/mcp?token=YOUR_API_TOKEN
  4. Click "Add" and you're done! โœจ
<summary><b>Run locally on your machine</b></summary>
{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>"
      }
    }
  }
}

๐Ÿš€ Pricing & Modes

<div align="center"> <table> <tr> <th width="33%">โšก Rapid Mode (Free tier)</th> <th width="33%">๐Ÿ’Ž Pro Mode</th> <th width="34%">๐Ÿ”ง Custom Mode</th> </tr> <tr> <td align="center"> <h3>$0/month</h3> <p><strong>5,000 requests</strong></p> <hr/> <p>โœ… Web Search<br/> โœ… Scraping with Web unlocker<br/> โŒ Browser Automation<br/> โŒ Web data tools</p> <br/> <code>Default Mode</code> </td> <td align="center"> <h3>Pay-as-you-go</h3> <p><strong>Everything in rapid plus 60+ tools</strong></p> <hr/> <p>โœ… Browser Control<br/> โœ… Web Data APIs<br/> <br/> <br/> <br/> <code>PRO_MODE=true</code> </td> <td align="center"> <h3>Usage-based</h3> <p><strong>Pick the tools you need</strong></p> <hr/> <p>โœ… Combine tool groups<br/> โœ… Add individual tools<br/> โŒ Overrides Pro eligibility</p> <br/> <code>GROUPS="browser"</code><br/> <code>TOOLS="scrape_as_html"</code> </td> </tr> </table> </div>

๐Ÿ’ก Note: Pro mode is not included in the free tier and incurs additional charges based on usage.


๐Ÿง  Advanced Tool Selection

  • GROUPS lets you enable curated tool bundles. Use comma-separated group IDs such as ecommerce,browser.
  • TOOLS adds explicit tool names on top of the selected groups.
  • Mode priority: PRO_MODE=true (all tools) โ†’ GROUPS / TOOLS (whitelist) โ†’ default rapid mode (base toolkit).
  • Base tools always enabled: search_engine, search_engine_batch, scrape_as_markdown, scrape_batch.
  • Group ID custom is reserved; use TOOLS for bespoke picks.
<table> <tr> <th align="left">Group ID</th> <th align="left">Description</th> <th align="left">Featured tools</th> </tr> <tr> <td><code>ecommerce</code></td> <td>Retail and marketplace datasets</td> <td><code>web_data_amazon_product</code>, <code>web_data_walmart_product</code>, <code>web_data_google_shopping</code></td> </tr> <tr> <td><code>social</code></td> <td>Social, community, and creator insights</td> <td><code>web_data_linkedin_posts</code>, <code>web_data_tiktok_posts</code>, <code>web_data_youtube_videos</code></td> </tr> <tr> <td><code>browser</code></td> <td>Bright Data Scraping Browser automation tools</td> <td><code>scraping_browser_snapshot</code>, <code>scraping_browser_click_ref</code>, <code>scraping_browser_screenshot</code></td> </tr> <tr> <td><code>finance</code></td> <td>Financial intelligence datasets</td> <td><code>web_data_yahoo_finance_business</code></td> </tr> <tr> <td><code>business</code></td> <td>Company and location intelligence datasets</td> <td><code>web_data_crunchbase_company</code>, <code>web_data_zoominfo_company_profile</code>, <code>web_data_zillow_properties_listing</code></td> </tr> <tr> <td><code>research</code></td> <td>News and developer data feeds</td> <td><code>web_data_github_repository_file</code>, <code>web_data_reuter_news</code></td> </tr> <tr> <td><code>app_stores</code></td> <td>App store data</td> <td><code>web_data_google_play_store</code>, <code>web_data_apple_app_store</code></td> </tr> <tr> <td><code>travel</code></td> <td>Travel information</td> <td><code>web_data_booking_hotel_listings</code></td> </tr> <tr> <td><code>advanced_scraping</code></td> <td>Batch and AI-assisted extraction helpers</td> <td><code>search_engine_batch</code>, <code>scrape_batch</code>, <code>extract</code></td> </tr> </table>

Claude Desktop example

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "<your-api-token-here>",
        "GROUPS": "browser,advanced_scraping",
        "TOOLS": "extract"
      }
    }
  }
}

โœจ Features

๐Ÿ”ฅ Core Capabilities

<table> <tr> <td>๐Ÿ” <b>Smart Web Search</b><br/>Google-quality results optimized for AI</td> <td>๐Ÿ“„ <b>Clean Markdown</b><br/>AI-ready content extraction</td> </tr> <tr> <td>๐ŸŒ <b>Global Access</b><br/>Bypass geo-restrictions automatically</td> <td>๐Ÿ›ก๏ธ <b>Anti-Bot Protection</b><br/>Never get blocked or rate-limited</td> </tr> <tr> <td>๐Ÿค– <b>Browser Automation</b><br/>Control real browsers remotely (Pro)</td> <td>โšก <b>Lightning Fast</b><br/>Optimized for minimal latency</td> </tr> </table>

๐ŸŽฏ Example Queries That Just Work

โœ… "What's Tesla's current stock price?"
โœ… "Find the best-rated restaurants in Tokyo right now"
โœ… "Get today's weather forecast for New York"
โœ… "What movies are releasing this week?"
โœ… "What are the trending topics on Twitter today?"

๐ŸŽฌ Demos

Note: These videos show earlier versions. New demos coming soon! ๐ŸŽฅ

<details> <summary><b>View Demo Videos</b></summary>

Basic Web Search Demo

https://github.com/user-attachments/assets/59f6ebba-801a-49ab-8278-1b2120912e33

Advanced Scraping Demo

https://github.com/user-attachments/assets/61ab0bee-fdfa-4d50-b0de-5fab96b4b91d

๐Ÿ“บ More tutorials on YouTube โ†’

</details>

๐Ÿ”ง Available Tools

โšก Rapid Mode Tools (Default - Free)

| Tool | Description | Use Case | |------|-------------|----------| | ๐Ÿ” search_engine | Web search with AI-optimized results | Research, fact-checking, current events | | ๐Ÿ“„ scrape_as_markdown | Convert any webpage to clean markdown | Content extraction, documentation |

๐Ÿ’Ž Pro Mode Tools (60+ Tools)

<details> <summary><b>Click to see all Pro tools</b></summary>

| Category | Tools | Description | |----------|-------|-------------| | Browser Control | scraping_browser.* | Full browser automation | | Web Data APIs | web_data_* | Structured data extraction | | E-commerce | Product scrapers | Amazon, eBay, Walmart data | | Social Media | Social scrapers | Twitter, LinkedIn, Instagram | | Maps & Local | Location tools | Google Maps, business data |

๐Ÿ“š View complete tool documentation โ†’

</details>

๐ŸŽฎ Try It Now!

๐Ÿงช Online Playground

Try the Web MCP without any setup:

<div align="center"> <a href="https://brightdata.com/ai/playground-chat"> <img src="https://img.shields.io/badge/Try_on-Playground-00C7B7?style=for-the-badge&logo=data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjQiIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTEyIDJMMyA3VjE3TDEyIDIyTDIxIDE3VjdMMTIgMloiIHN0cm9rZT0id2hpdGUiIHN0cm9rZS13aWR0aD0iMiIvPgo8L3N2Zz4=" alt="Playground"/> </a> </div>

๐Ÿ”ง Configuration

Basic Setup

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "your-token-here"
      }
    }
  }
}

Advanced Configuration

{
  "mcpServers": {
    "Bright Data": {
      "command": "npx",
      "args": ["@brightdata/mcp"],
      "env": {
        "API_TOKEN": "your-token-here",
        "PRO_MODE": "true",              // Enable all 60+ tools
        "RATE_LIMIT": "100/1h",          // Custom rate limiting
        "WEB_UNLOCKER_ZONE": "custom",   // Custom unlocker zone
        "BROWSER_ZONE": "custom_browser", // Custom browser zone
        "POLLING_TIMEOUT": "600"         // Polling timeout in seconds (default: 600)
      }
    }
  }
}

Environment Variables

| Variable | Description | Default | Example | |----------|-------------|---------|---------| | API_TOKEN | Your Bright Data API token (required) | - | your-token-here | | PRO_MODE | Enable all 60+ tools | false | true | | RATE_LIMIT | Custom rate limiting | unlimited | 100/1h, 50/30m | | WEB_UNLOCKER_ZONE | Custom Web Unlocker zone name | mcp_unlocker | my_custom_zone | | BROWSER_ZONE | Custom Browser zone name | mcp_browser | my_browser_zone | | POLLING_TIMEOUT | Timeout for web_data_* tools polling (seconds) | 600 | 300, 1200 | | GROUPS | Comma-separated tool group IDs | - | ecommerce,browser | | TOOLS | Comma-separated individual tool names | - | extract,scrape_as_html |

Notes:

  • POLLING_TIMEOUT controls how long web_data_* tools wait for results. Each second = 1 polling attempt.
  • Lower values (e.g., 300) will fail faster on slow data collections.
  • Higher values (e.g., 1200) allow more time for complex scraping tasks.

๐Ÿ“š Documentation

<div align="center"> <table> <tr> <td align="center"> <a href="https://docs.brightdata.com/mcp-server/overview"> <img src="https://img.shields.io/badge/๐Ÿ“–-API_Docs-blue?style=for-the-badge" alt="API Docs"/> </a> </td> <td align="center"> <a href="https://github.com/brightdata-com/brightdata-mcp/blob/main/examples"> <img src="https://img.shields.io/badge/๐Ÿ’ก-Examples-green?style=for-the-badge" alt="Examples"/> </a> </td> <td align="center"> <a href="https://github.com/brightdata-com/brightdata-mcp/blob/main/CHANGELOG.md"> <img src="https://img.shields.io/badge/๐Ÿ“-Changelog-orange?style=for-the-badge" alt="Changelog"/> </a> </td> <td align="center"> <a href="https://brightdata.com/blog/ai/web-scraping-with-mcp"> <img src="https://img.shields.io/badge/๐Ÿ“š-Tutorial-purple?style=for-the-badge" alt="Tutorial"/> </a> </td> </tr> </table> </div>

๐Ÿšจ Common Issues & Solutions

<details> <summary><b>๐Ÿ”ง Troubleshooting Guide</b></summary>

โŒ "spawn npx ENOENT" Error

Solution: Install Node.js or use the full path to node:

"command": "/usr/local/bin/node"  // macOS/Linux
"command": "C:\\Program Files\\nodejs\\node.exe"  // Windows

โฑ๏ธ Timeouts on Complex Sites

Solution: Increase timeout in your client settings to 180s

๐Ÿ”‘ Authentication Issues

Solution: Ensure your API token is valid and has proper permissions

๐Ÿ“ก Remote Server Connection

Solution: Check your internet connection and firewall settings

More troubleshooting โ†’

</details>

๐Ÿค Contributing

We love contributions! Here's how you can help:

Please follow Bright Data's coding standards.


๐Ÿ“ž Support

<div align="center"> <table> <tr> <td align="center"> <a href="https://github.com/brightdata-com/brightdata-mcp/issues"> <strong>๐Ÿ› GitHub Issues</strong><br/> <sub>Report bugs & features</sub> </a> </td> <td align="center"> <a href="https://docs.brightdata.com/mcp-server/overview"> <strong>๐Ÿ“š Documentation</strong><br/> <sub>Complete guides</sub> </a> </td> <td align="center"> <a href="mailto:support@brightdata.com"> <strong>โœ‰๏ธ Email</strong><br/> <sub>support@brightdata.com</sub> </a> </td> </tr> </table> </div>

๐Ÿ“œ License

MIT ยฉ Bright Data Ltd.


<div align="center"> <p> <strong>Built with โค๏ธ by</strong><br/> <a href="https://brightdata.com"> <img src="https://idsai.net.technion.ac.il/files/2022/01/Logo-600.png" alt="Bright Data" height="120"/> </a> </p> <p> <sub>The world's #1 web data platform</sub> </p> <br/> <p> <a href="https://github.com/brightdata-com/brightdata-mcp">โญ Star us on GitHub</a> โ€ข <a href="https://brightdata.com/blog">Read our Blog</a> </p> </div>

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB MCP

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

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

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
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GITLAB_AI_CATALOGrmcp-openapi

Rank

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Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

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

MCP
Machine Appendix

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-brightdata-brightdata-mcp/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:59:44.548Z"
    }
  },
  "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": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "brightdata",
      "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:mcp|supported|profile capability:brightdata|supported|profile capability:cli|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Brightdata",
    "href": "https://github.com/brightdata/brightdata-mcp",
    "sourceUrl": "https://github.com/brightdata/brightdata-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:20:28.105Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:20:28.105Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "2.1K GitHub stars",
    "href": "https://github.com/brightdata/brightdata-mcp",
    "sourceUrl": "https://github.com/brightdata/brightdata-mcp",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:20:28.105Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-brightdata-brightdata-mcp/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub ยท GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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