FastAF
mcp remote · streamable-http · v1.2.0 · source: crawl
https://api.fastaf.co/mcp
22 web-data tools: search, Bing, images, Reddit without authors, jobs, patents, flights and YouTube.
Works
100
Verified Oct 31, 2026 · p50 573 ms · p95 782 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'FastAF' |
| tools_listed | 15 | pass | 23 tools |
| schema_complete | 15 | pass | 23 of 23 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 573 ms |
| latency_p95 | 5 | pass | p95 782 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (23)
| Name | Description | Schema |
|---|---|---|
scrape_url | Reads one public web page by URL and returns its content as markdown (text, truncated, total_chars). Use it when the URL is known; it does not search (use google_search), and Zillow or eBay URLs are r | typed |
x_profile | Reads one public X (Twitter) profile by username and returns id, name, handle, url, description, location, followers_count, following_count, posts_count and verified. It does not return posts, replies | typed |
google_search | Searches Google web results and returns up to 20 organic results (title, url, snippet, position) for a query, localized by country and language; page gives later results. Use it to find pages and sour | typed |
google_maps_places | Searches Google Maps for local places and businesses and returns up to 20 places (name, address, rating, reviews_count, place_id). Give a location such as "Rome, Italy" or name the place in the query; | typed |
amazon_product | Looks up Amazon products. With asin it returns one product (asin, title, brand, price, availability, rating, reviews_count, url, image); with query, up to 20 results from the first search page (title, | typed |
search_news | Searches Google News and returns up to 20 articles (title, url, source, published_at, snippet), localized by country and language. published_at is the source's own text and can be relative, such as "2 | typed |
google_shopping_prices | Searches Google Shopping and returns up to 20 product offers from many merchants (title, url, price, merchant, rating, reviews_count), localized by country and language. Use it to compare what differe | typed |
search_scholar | Searches Google Scholar and returns up to 20 publications (title, url, publication, snippet, cited_by, cites_id), optionally limited to a range of publication years. Use it for academic papers and cit | typed |
search_jobs | Searches Google Jobs, which collects postings from many job sites, and returns up to 20 jobs from the first page (title, company, location, via, details, apply_url). Put role and place in the query, e | typed |
google_ai_answer | Asks Google AI Mode a question and returns the generated answer as markdown text plus up to 20 references (title, url, source). Use it for a summarized answer with its cited sources. Reference urls ca | typed |
search_walmart | Searches walmart.com (US) by keyword and returns up to 20 products from the first results page (title, url, price, rating, reviews_count, availability, seller). It does not search other Walmart countr | typed |
search_ebay | Searches eBay listings by keyword on one eBay site (domain, default com) and returns up to 20 listings from the first results page (title, url, price, condition, shipping, seller, items_sold). It does | typed |
search_zillow | Reads US home listings from a Zillow search URL and returns up to 40 listings (address, price, beds, baths, status, zestimate, url). It takes a URL, not keywords, e.g. "https://www.zillow.com/homes/Au | typed |
search_youtube | Searches YouTube videos by keyword and returns up to 20 videos (title, url, channel, published_at, views, duration, description), localized by country and language. It does not return transcripts (use | typed |
youtube_transcript | Returns the caption transcript of one YouTube video as text with [seconds] timestamps, plus segments_count; text is capped at 12,000 characters (truncated and total_chars say whether it was cut). Use | typed |
search_linkedin_jobs | Searches public LinkedIn job listings by keyword (field), with optional location, posting date, job type, experience level, work model and company filters, and returns up to 20 listings as the source | typed |
search_patents | Searches Google Patents by keywords, with optional inventor, assignee, country, status and date filters, and returns the source JSON (organic_results with title, patent_id, link and other fields). Use | typed |
search_flights | Searches Google Flights for itineraries and current fares between two airports given as IATA codes, and returns the source JSON (best_flights and other flights with price, legs and airports). Set type | typed |
bing_search | Searches Bing web results and returns up to 20 ranked results (title, link, snippet, rank), with market (mkt or cc), safe search and coordinate (lat, lon) targeting. Use it when Bing results are wante | typed |
google_images | Searches Google Images and returns up to 20 image results (title, original image URL, source page link, thumbnail and dimensions when available), with size, colour, type, aspect-ratio and licence filt | typed |
read_reddit | Reads a public Reddit subreddit or thread through its public RSS feed and returns markdown (titles, dates, links, post text), capped at 12,000 characters. Author usernames and links to user profiles a | typed |
get_linkedin_profile | Reads one public LinkedIn person profile by its profile ID (the part after /in/ in the profile URL) and returns name, headline, location, summary, url, followers_count and connections_count; counts ar | typed |
extract | Fetches a public page and returns, in data, JSON that matches the supplied JSON Schema. Only fields listed in required are guaranteed; optional nulls are omitted. Use it to get specific fields as stru | typed |
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