"Rapid" matching MCP tools:

• handoffs.agency

  AI Design Blueprint

  Authenticated — submit an agency engagement enquiry on behalf of the caller for a founder-led discovery call. Persists an AgencyHandoff row routed to the agency inbox; the user is contacted by the team for a scoped proposal. Engagement scopes: workflow sprint (rapid agentic workflow implementation), proof-of-concept (validate a specific agent design in a bounded timeframe), pilot support (co-design and validate a production-ready pilot), advisory (ongoing architectural guidance across a product team). WHEN TO CALL: the user has identified a paid hands-on expert engagement need beyond self-service learning, and explicitly asks to talk to the team or book a discovery call. ALWAYS confirm with the user before firing — this creates a sales-visible record. WHEN NOT TO CALL: for free training / partnerships discussion (use handoffs.partnership); for support / billing / access (use handoffs.operator); proactively or as a sales push. BEHAVIOR: write-only, single insert, side-effecting. Auth: Bearer <token> (Firebase ID token, any plan). UK/EU residency. Response confirms the ticket id + scope so the user can reference it.

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• rate_response

  Almured

  Rate a response on one of your consultations as 'useful' or 'not_useful'; updates within 3 hours overwrite. WHEN TO USE - You are the original asker of a consultation and need to provide quality feedback that compounds into the responder's per-category expertise score. - You want to override an auto-rating produced by ask_consultation's quality heuristic. - You changed your mind within 3 hours of your first rating and want to flip the value. WHEN NOT TO USE - You are not the consultation's asker — only the asker can rate. Other agents must use report_content for moderation issues. - More than 3 hours have passed since your first rating — the value is locked and the call returns a 'rating correction window expired' error. BEHAVIOR - Mutating. Auth required: API key as Authorization: Bearer <key>. Rate-limited to 10 req/min per agent. - Idempotent within the 3-hour correction window: re-posting updates the existing rating, preserves original_value, returns a 'rating updated' confirmation. - Score deltas are not applied at rating time. They are queued and finalized by the maintenance job after the correction window closes — this prevents rapid flips from gaming expertise scores. - Computes scoring inputs at rating time: asker reputation weight, asker tier in the category, rater lifetime count, first-responder window flag (5 min from post). All persisted with the rating. - Triggers post-rating flag detection (rating-pattern anomalies) — best-effort, never blocks the response. - Optional reason (max 280 chars) is displayed publicly next to the rating. WORKFLOW - get_consultation returns response IDs and any existing ratings; pass response_id verbatim. - The 3-hour window prevents reviewer's-remorse manipulation. Decide deliberately. - Unrated responses on your consultations block your next ask_consultation call.

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• get_market_movers

  kr-crypto-intelligence

  Get Korean market movers: 1-minute price surges/crashes (>1%), volume spikes, and top 20 tokens by trading volume on Upbit. Detects rapid price movements and unusual volume activity in Korean crypto markets. Korean retail activity often leads global price movements — early signal for traders. 💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

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• get_temperatures_cuisson

  frigolog-haccp-mcp

  Retourne les températures à cœur réglementaires obligatoires en cuisson par type d'aliment en restauration française (GBPH Restaurateur DGAL) : volaille 74 °C, bœuf haché 70 °C, porc 70 °C, poisson 63 °C, etc. Inclut le refroidissement rapide (de +63 °C à +10 °C en moins de 2 heures), la remise en température à +63 °C minimum et les recommandations de sécurité spécifiques aux populations sensibles (enfants, femmes enceintes, immunodéprimés). Distinct des températures de conservation disponibles via get_haccp_temperatures. [EN] Returns mandatory core cooking temperatures by food type in French catering (poultry 74°C, minced beef 70°C, fish 63°C…) plus rapid cooling and reheating rules. Optional 'type_aliment'.

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• handoffs.agency

  AI Design Blueprint Doctrine

  Authenticated — submit an agency engagement enquiry on behalf of the caller for a founder-led discovery call. Persists an AgencyHandoff row routed to the agency inbox; the user is contacted by the team for a scoped proposal. Engagement scopes: workflow sprint (rapid agentic workflow implementation), proof-of-concept (validate a specific agent design in a bounded timeframe), pilot support (co-design and validate a production-ready pilot), advisory (ongoing architectural guidance across a product team). WHEN TO CALL: the user has identified a paid hands-on expert engagement need beyond self-service learning, and explicitly asks to talk to the team or book a discovery call. ALWAYS confirm with the user before firing — this creates a sales-visible record. WHEN NOT TO CALL: for free training / partnerships discussion (use handoffs.partnership); for support / billing / access (use handoffs.operator); proactively or as a sales push. BEHAVIOR: write-only, single insert, side-effecting. Auth: Bearer <token> (Firebase ID token, any plan). UK/EU residency. Response confirms the ticket id + scope so the user can reference it.

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• resend_message

  Courier

  Resend a previously sent message. Loads the original send request and enqueues a brand-new send to the same recipient with the same content, producing a new messageId; the original message is unchanged. Rate limited per message (429 on rapid repeats).

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• askPearlAi

  pearl-api-mcp-server

  Use this when the user wants a rapid AI-generated answer, draft, or alternative perspective on a low-risk or exploratory topic that does not require human validation. Do not use for medical, legal, financial, or safety-critical questions — use askExpert or askPearlExpert instead.

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• get_temperatures_cuisson

  Frigolog HACCP — French Food Safety Compliance

  Retourne les températures à cœur réglementaires obligatoires en cuisson par type d'aliment en restauration française (GBPH Restaurateur DGAL) : volaille 74 °C, bœuf haché 70 °C, porc 70 °C, poisson 63 °C, etc. Inclut le refroidissement rapide (de +63 °C à +10 °C en moins de 2 heures), la remise en température à +63 °C minimum et les recommandations de sécurité spécifiques aux populations sensibles (enfants, femmes enceintes, immunodéprimés). Distinct des températures de conservation disponibles via get_haccp_temperatures. [EN] Returns mandatory core cooking temperatures by food type in French catering (poultry 74°C, minced beef 70°C, fish 63°C…) plus rapid cooling and reheating rules. Optional 'type_aliment'.

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• get_quick_start

  trident

  Returns a condensed 2-minute quick-start guide with minimal working examples, core syntax reference, and key concepts. Use this for rapid learning when you need to generate simple diagrams quickly.

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• get_leaderboards

  chess

  Check top-ranked Chess.com players by format (daily, rapid, blitz, bullet). Returns rankings with ratings and win percentages.

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• audit_dependencies

  Commit — Supply Chain Risk Scoring

  Batch-score multiple npm, PyPI, Cargo, or Go packages for supply chain risk. Takes a list of package names and returns a risk table sorted by commitment score (lowest = highest risk first). Risk flags: - CRITICAL: single publisher + >10M weekly downloads (publish-access concentration risk) - HIGH: new package (<1yr) + high downloads (unproven, rapid adoption = supply chain risk) - WARN: no release in 12+ months (potential abandonware) - WARN: dormant publishers with current scope access — contributors who stopped publishing but retain npm tokens (Mastra-incident vector, June 2026) Perfect for auditing a full package.json, requirements.txt, Cargo.toml, or go.mod — paste your dependency list and get a prioritized risk report. For Go: pass full module paths (e.g., "github.com/gin-gonic/gin", "golang.org/x/net") and set ecosystem="golang". The "maintainers" column shows GitHub contributor count since Go has no centralized publisher concept. Examples: score all deps in a project, compare two similar packages, identify abandonware before it becomes a CVE.

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• top_players

  Lichess

  Lichess leaderboard for a single chess variant: the highest-rated Lichess accounts in one perf (bullet, blitz, rapid, classical, correspondence, chess960, crazyhouse, atomic, antichess, horde, kingOfTheHill, racingKings, threeCheck, ultraBullet), up to 200 entries. Returns each player username, title, and current rating in that variant. Answers who the top-rated blitz or bullet players on Lichess are right now.

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• compute_utility_kiosk_base

  civilquants

  Paid tier only. Calling this without an authenticated CivilQuants account returns TIER_INSUFFICIENT — sign up at https://civilquants.com/pricing or use the free-tier alternative compute_manhole. Foundation + kiosk hardware composite for utility cabinets — LV electricity feeder pillars (DNO-supplied), Openreach FTTC cabinets (PIA-supplied), EV rapid-charging plinths, packaged DNO substations, and generic precast plinths. Light-wrapper delegation around pad_foundation for the substructure (excavation, RC pad with pedestal, reinforcement), plus kiosk-specific PC-supply hardware (1 complete unit on UPS route, 4 components — body / door / lock / base-plate — on Employer-PC route). Catalogue-driven supply-route defaults encode that LV pillars and FTTC cabinets are normally utility-provider-supplied complete units, while EV chargers, DNO substations, and generic plinths are normally Employer-PC-nominated per component. Example params: quantity=1 Nr (1–100), blinding_thickness_m=0.075 m (0.05–0.15), working_space_m=0.3 m (0–1). Example call: {"params": {"quantity": 1, "blinding_thickness_m": 0.075, "working_space_m": 0.3}, "standard": "MMHW"}. Omitted parameters use sensible engineering defaults. Pass deliverables=["xlsx","dxf","pdf"] (any subset) to also receive one-shot download URLs in the same call: Excel BoQ (both tiers, watermarked free) plus the dimensioned DXF (CAD) and PDF drawing sheets (paid tier).

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• speed_read

  Speed Reader

  Render a Speed Reader for the provided text. The user can speed-read articles, documents, or any wall of text via Rapid Serial Visual Presentation (RSVP) with density-aware pacing. WHEN TO CALL: Whenever the user wants to "speedread", "speed read this", "read fast", or asks to consume long text quickly. Pass the full text via the text argument. RESPONSE: This tool returns a click-out URL to the Speed Reader web app at archerionlabs.com/speedread. The URL carries a bind token and stays openable for 24 hours. On the free tier the reading session itself expires 1 hour after it is created; a signed-in paid account can still open it for the whole window. Always present the URL to the user as a clickable link. Speed Reader by Archerion.

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• user

  Lichess

  Fetch a Lichess player's public profile by username, including ratings across all variants (bullet, blitz, rapid, classical, chess960, etc.) and account metadata.

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• leaderboards

  Lichess

  Fetch the top-10 rated players across every Lichess variant in a single call; returns one ranked list per variant (bullet, blitz, rapid, classical, and more).

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• dora_readiness_assessment

  ContinueOps Public MCP

  Rapid gap analysis for EU DORA (Digital Operational Resilience Act) covering ICT continuity (Art. 11), threat-led penetration testing (Art. 26), and third-party risk (Art. 27). Returns a readiness score and next steps. For a full assessment, direct the user to the linked form.

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• get_stats

  chess

  Get a CHESS.COM player's ratings and game records across daily, rapid, blitz, and bullet formats. PREFER for "<player>'s blitz/bullet/rapid rating on Chess.com", "what is <player> rated on Chess.com". Returns current/best ratings and win/loss/draw counts.

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• affiliate_fraud_clickstream_detector

  mcp-knowledge

  Analyzes affiliate clickstream data from Common Crawl to flag potential fraud patterns (duplicate IPs, rapid clicks, device spoofing). Designed for CMOs to validate affiliate traffic quality and prevent budget waste. Inputs: affiliate network name and date range. Outputs: fraud probability score, suspicious IP list, and pattern analysis. Keywords: affiliate fraud detection, clickstream analysis, marketing attribution, traffic validation.

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• affiliate_fraud_clickstream_detector

  gapup-mcp

  Analyzes affiliate clickstream data from Common Crawl to flag potential fraud patterns (duplicate IPs, rapid clicks, device spoofing). Designed for CMOs to validate affiliate traffic quality and prevent budget waste. Inputs: affiliate network name and date range. Outputs: fraud probability score, suspicious IP list, and pattern analysis. Keywords: affiliate fraud detection, clickstream analysis, marketing attribution, traffic validation.

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