MCP Server

ResultRail by LarryBuildsAI

io.github.LarryLemonBot/resultrail
Developer Tools Search & Research Public & reachable MCP 2026-07-28

What this MCP does

Extracts source-attributed metadata, text, links, and domain information from public URLs.

enrich_domain_result
Domain Result Pack
Fetch a public domain/homepage and return one source-attributed result pack: company/title/description, industry guess, technographic signals, useful paths, confidence, sources, and receipt hash.
Read only Open world Idempotent
Input schema
{'type': 'object', 'required': ['domain'], 'properties': {'url': {'type': 'string', 'description': 'Alternative public homepage URL.'}, 'domain': {'type': 'string', 'description': 'Public domain or homepage URL.'}, 'pii_mode': {'enum': ['off', 'none', 'public_only'], 'type': 'string', 'default': 'off'}, 'max_price_usdc': {'type': 'string', 'default': '0.12'}, 'required_fields': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': True}
Output schema
{'type': 'object', 'required': ['product', 'source', 'priceUsd', 'claimBoundary'], 'properties': {'source': {'type': 'string'}, 'product': {'type': 'string'}, 'priceUsd': {'type': 'string'}, 'claimBoundary': {'type': 'string'}}, 'additionalProperties': True}
extract_url_result
URL Extract Result
Fetch one public URL and return title, description, headings, text preview, links, confidence, source URL, and receipt hash. Designed for pay-per-success agent extraction.
Read only Open world Idempotent
Input schema
{'type': 'object', 'required': ['url'], 'properties': {'url': {'type': 'string', 'description': 'Public URL to extract.'}, 'output': {'enum': ['summary', 'markdown', 'json'], 'type': 'string', 'default': 'summary'}, 'max_price_usdc': {'type': 'string', 'default': '0.05'}}, 'additionalProperties': True}
Output schema
{'type': 'object', 'required': ['product', 'source', 'priceUsd', 'claimBoundary'], 'properties': {'source': {'type': 'string'}, 'product': {'type': 'string'}, 'priceUsd': {'type': 'string'}, 'claimBoundary': {'type': 'string'}}, 'additionalProperties': True}
quote_data_result
Result Quote
Free pre-payment quote for one ResultRail public-data result. Returns price, paid endpoint, success contract, and whether the buyer's max price covers the result.
Read only Open world Idempotent
Input schema
{'type': 'object', 'required': ['task_type'], 'properties': {'task': {'type': 'string', 'description': 'Optional plain-language task or buying intent.'}, 'input': {'type': 'string', 'description': 'Domain, URL, or target text to stage.'}, 'task_type': {'enum': ['domain', 'extract'], 'type': 'string', 'description': 'Result type to quote.'}, 'max_price_usdc': {'type': 'string', 'description': 'Maximum acceptable price. Defaults to 10.'}}, 'additionalProperties': True}
Output schema
{'type': 'object', 'required': ['product', 'source', 'priceUsd', 'claimBoundary'], 'properties': {'source': {'type': 'string'}, 'product': {'type': 'string'}, 'priceUsd': {'type': 'string'}, 'claimBoundary': {'type': 'string'}}, 'additionalProperties': True}
Added
extract_url_result
Sept. 17, 2026, 12:42 p.m.
Added
enrich_domain_result
Sept. 17, 2026, 12:42 p.m.
Added
quote_data_result
Sept. 17, 2026, 12:42 p.m.