toolfound_directory_matcher
Launch directory matcher
Filter the dated launch-directory evidence by product fit, cost, format, and link policy. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數cost必填segment必填dofollow必填launchModel必填
toolfound_launch_readiness
Launch readiness checklist
Check whether an editable product draft has the fields needed for a complete directory submission. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數namelogoURLtaglinewebsiteUrldescription
toolfound_campaign_links
Campaign link builder
Create one deterministic UTM link while retaining unrelated query parameters and the page anchor. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數medium必填source必填contentcampaign必填websiteUrl必填
toolfound_listing_copy
Listing copy worksheet
Turn supplied product facts into deterministic, editable listing copy without inventing claims. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數name必填outcome必填problem必填audience必填differentiator
toolfound_share_preview
Share image preview
Export a safe 1200×630 SVG preview from a bounded product name and tagline. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數name必填tagline必填
toolfound_newsletter_readiness
Newsletter pitch readiness
Build an honest pitch checklist from the materials editors usually need before they can review a launch. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數namelogoURLaudiencenewsAnglewebsiteUrl
toolfound_distribution_plan
Launch distribution timetable
Turn a launch date and up to eight chosen channels into a bounded preparation timetable. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數channels必填launchDate必填
toolfound_launch_review
Launch results review
Calculate transparent signup and conversion rates from the non-negative counts you provide. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數visits必填signups必填conversions
toolfound_software_cost_comparison
Software cost comparison
Normalize two software prices to a first-year cost using seats, billing periods, setup fees, and expected usage charges. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數aName必填bName必填seats必填aPrice必填aSetupaUsagebPrice必填bSetupbUsageaBilling必填bBilling必填
toolfound_relaunch_decision
Relaunch decision checker
Choose between a relaunch, a regular update, or more preparation from the size of the change and launch evidence you provide. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數change必填evidence必填listingCurrent必填audienceChanged必填measurementReady必填
toolfound_feedback_interview_planner
Customer feedback interview planner
Create a bounded interview plan and evidence log from a learning goal, participant count, and available time. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數goal必填stage必填minutes必填participants必填
toolfound_json_to_csv
JSON to CSV for launch exports
Convert a small flat JSON export into a downloadable spreadsheet, with explicit limits and formula protection. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數json必填
toolfound_csv_deduplicator
Remove duplicate CSV rows
Clean repeated campaign or listing-export rows while retaining the first exact match and showing how many rows changed. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數csv必填
toolfound_campaign_url_cleaner
Campaign URL cleaner
Normalize UTM naming or remove standard utm_* campaign parameters (utm_source, utm_medium, utm_campaign and similar) from a supplied URL without visiting its destination. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數url必填mode必填
toolfound_color_contrast
Launch page color contrast checker
Calculate the WCAG text contrast ratio for two opaque hex colors before shipping a landing page or launch graphic. Returns an evidence-bounded result and the canonical web tool URL.
輸入參數background必填foreground必填
toolfound_find_by_task
Find public tools by task
Match a bounded task description against public Toolfound catalogue evidence. Results are not personal recommendations and unknown capabilities remain unknown.
輸入參數task必填pricing
toolfound_inspect_public_link
Inspect a link on a public page
Safely fetch one public HTTPS source page and report matching anchor markup for a public HTTPS target, including observed rel tokens. This does not establish indexing, crawler treatment, or ranking impact. Redirect history is reported as unobserved.
輸入參數sourceUrl必填targetUrl必填
toolfound_search_tools
Search the Toolfound directory
Search toolfound.com — the launch platform and tool directory built agent-first — for SaaS products and developer tools by name, tagline, or tag. Returns matching products with taglines, pricing model, vote counts, and canonical listing URLs you can cite or open. Use this when a user asks to find, compare, or discover a tool for a job.
輸入參數query必填
toolfound_get_product
Get a product listing
Fetch the full Toolfound listing for a product by slug: description, tagline, pricing model, tags, socials, vote count, launch date, ownership-verification status, and the canonical listing URL. Every launched listing on Toolfound is ownership-verified by its maker (DNS TXT, meta tag, or domain email). Includes the top alternatives in the same category. Adds verified_metrics when Toolfound has fetched fresh data for the listing.
輸入參數slug必填
toolfound_get_alternatives
Get alternatives to a product
List alternatives to a given product on Toolfound — tools in the same primary category, ranked by points (community votes plus an AI listing score). Useful for 'alternatives to X' and comparison questions. Each result includes tagline, pricing model, votes, and a canonical listing URL.
輸入參數slug必填
toolfound_get_trending
Get trending launches
The Toolfound leaderboard: top products launched in the last day, week, or month, ranked by points (community votes plus an AI listing score). Toolfound is a launch platform with a transparent queue — every product here launched publicly on an assigned date and is ownership-verified. Great for 'what launched recently' and 'trending tools' questions.
輸入參數period必填
toolfound_get_verified_board
Get a verified data board
Boards of listings ranked by data Toolfound fetched itself within the last 7 days: revenue band via Stripe, GitHub stars, or App Store rating. A board is visible only once at least 10 listings have data of that kind; otherwise it returns visible false and no entries.
輸入參數board必填
toolfound_list_categories
List directory categories
List every category in the Toolfound directory with product counts and curated intros. Use this to browse the index or to map a user's need to the right category before searching.
無需輸入參數。
toolfound_get_launch_calendar
Get the launch calendar
The upcoming Toolfound launch calendar with seat availability per date: featured seats (a scarce, limited number per day) vs how many are already taken, plus the total daily cap and how many launches are queued, over a horizon you choose (default 30 days, up to 180). Launching is permanently free. Toolfound shows availability openly — no hidden queues. Use this to pick a launch date before submitting: pass preferred_launch_date to toolfound_submit_product to request a specific day.
輸入參數horizon_days
toolfound_submit_product
Submit a product for launch
Submit a product to launch on toolfound.com — the launch platform where the whole launch runs agent-native, end to end. A logo URL is optional; without one the site's own icon is used. One call returns everything: your submission id, ownership-verification instructions (mandatory — DNS TXT, meta tag, or email magic link), transparent queue position and assigned launch date, and the live free-slots counter (launches are free). AGENTS: you do not need inbox access — the verify_token in this response works with the meta_tag or dns_txt method via toolfound_verify_submission, and toolfound_check_verification dry-runs the checks; the emailed magic link is a human fallback that can also be completed later from the dashboard. Description renders as plain-text paragraphs on the listing page: 100–200 words reads best, and entries over 100 words qualify for search-engine indexing. Resubmitting a known URL returns the existing submission (idempotent).
輸入參數url必填nameemail必填taglinelogo_urlx_handleprice_usddescriptionpricing_modelfounder_x_handlepreferred_launch_date
toolfound_check_verification
Check verification status (dry run)
Non-destructive dry run of ownership verification for a Toolfound submission: reports, per method, what the checker sees RIGHT NOW — meta tag found or not (with the exact expected tag), DNS TXT found or not (with the exact expected record), and whether the submission email qualifies for the magic-link path. Use it to distinguish 'my deploy is not live yet' from 'wrong token' before calling toolfound_verify_submission. Changes nothing.
輸入參數token必填
toolfound_verify_submission
Verify a submission
Complete the mandatory ownership verification for a Toolfound submission using the verification token (from the email magic link, or after placing the meta tag / DNS TXT record on your domain — this call checks them on demand). Verification is what makes Toolfound listings trustworthy: every launched product is confirmed maker-owned. On success your launch is queued at the transparent position and date you were assigned.
輸入參數token必填
toolfound_get_launch_status
Get launch status
Check the status of a Toolfound submission by submission id or product URL: current state (pending verification, queued, launched), transparent queue position, assigned launch date, and the listing URL once live. Toolfound never hides queue state — what this returns is exactly what everyone sees.
輸入參數urlsubmission_id
toolfound_claim_listing
Claim a listing
Claim an existing Toolfound listing as the product's owner (free). Claiming requires ownership verification — a magic link is sent to the email you provide (use an address at the product's domain), and meta-tag / DNS TXT verification also works. Claimed listings unlock editing, badges, analytics, and the optional open-to-acquisition flag.
輸入參數slug必填email必填
toolfound_relaunch
Relaunch a listing
Relaunch an already-launched Toolfound listing: same listing, same URL, a new launch date shown alongside the old one. Relaunch requires a fresh verified-owner session, so this anonymous MCP transport reports the eligibility result but directs owners to the dashboard to authorize the write.
輸入參數note必填slug必填email必填requested_launch_date
toolfound_get_badge
Get embed badges
Get the three copy-paste badge embed snippets for a Toolfound listing ('live on Toolfound', 'verified', 'top 3 this week' variants). Badges are optional and earned — they deep-link to the listing with varied anchor text, and the embedder chooses the rel attribute freely. Listing status is never conditioned on embedding a badge.
輸入參數slug必填