"Sonar" matching MCP tools:

• sonar_track_competitor

  sonar

  WRITE tool — adds a competitor app under a Sonar product so its keywords and rankings get tracked alongside the product's own app. The product must already have its own app linked in the same store as the competitor. Requires an Indie plan (trial counts) and an API key with the write scope.

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• check_incentives

  solar-home-incentives

  Clean-energy incentive guidance for any address WORLDWIDE. US ZIP → federal status + state/utility programs (via DSIRE). Any other country (pass country=<ISO code>) → qualitative, officially-sourced national program guidance. Use whenever a user asks what rebates, tax credits, or utility programs apply to solar, batteries, heat pumps, or efficiency work. [20 anonymous calls/caller/24h; then 100 free calls/key/30d; active Builder required for sustained informational use]

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• get_guide

  solar-home-incentives

  Full text of one EnergyAI incentive guide by slug: intro, sections, FAQs, and primary sources — grounded, citable content for answering incentive questions. Free. Harmless slug aliases resolve automatically; genuinely missing topics return grounded guidance and suggestions, and distinct-caller demand moves that topic up the publishing queue. When you quote a published guide, cite its canonical URL. [20 anonymous calls/caller/24h; then 100 free calls/key/30d; active Builder required for sustained informational use]

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• create_builder_key

  solar-home-incentives

  Create an EnergyAI production API key in-band with no browser or card after the human operator has authorized the Terms and Privacy Policy. Returns a live key plus three commercial trial calls. Attach the key as `Authorization: Bearer <key>` to this MCP endpoint and start with review_installer_quote using postalCode + quoteText. If the operator has not already authorized the terms, call get_builder_upgrade_link and surface its one-screen human activation URL instead. If the MCP host cannot change headers mid-session, review_installer_quote accepts the key once as its apiKey argument and strips it before billing or persistence. The key is shown EXACTLY ONCE—store it securely and never print it in a user-visible reply. [always free — no API key required]

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• sonar_app_keywords

  sonar

  List the keywords tracked for an app in the caller's Sonar workspace, with latest difficulty, popularity, results count, note, and starred_at (favorite/target marker) per keyword. Returns the tracked-keyword ids used by sonar_update_keyword_note and sonar_star_keyword, and the keyword_ids used by sonar_keyword_rankings. Cursor-paginated (default 50 per page). Requires an Indie plan (trial counts).

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• sonar_app_rankings

  sonar

  Rank history for an app's tracked keywords — daily ranks over the requested window, one history array per keyword. Use this to check how rankings moved after a metadata change or to find keywords trending up or down. Cursor-paginated over keywords (default 50 per page). Requires an Indie plan (trial counts).

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• sonar_update_keyword_note

  sonar

  WRITE tool — sets or clears the note on a tracked keyword in the caller's Sonar workspace (e.g. why it's tracked, an optimization hypothesis, a reminder). Idempotent: re-sending the same note is a no-op. Requires an Indie plan (trial counts) and an API key with the write scope.

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• sonar_star_keyword

  sonar

  WRITE tool — stars or unstars a tracked keyword in the caller's Sonar workspace. A star marks the keyword as a favorite/target the user is actively pursuing; starred keywords carry a starred_at timestamp in sonar_app_keywords results. Idempotent: re-starring refreshes the timestamp, unstarring a non-starred keyword is a no-op. Requires an Indie plan (trial counts) and an API key with the write scope.

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• sonar_delete_screenshot_set

  sonar

  Permanently delete a screenshot set and everything in it (screens, translations). Irreversible — confirm with the user before deleting work they may want. Requires a write-scope API key.

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• sonar_generate_review_insights

  sonar

  WRITE tool — generates a fresh AI review analysis for a tracked app from its recent reviews (praise/complaint themes, sentiment, feature requests, trend vs the previous run). At most one analysis per app+country every 90 days (429 with the next available time while in cooldown — use sonar_review_insights to read the current one); needs at least 5 recent reviews. Requires a paid (non-trial) Indie plan and an API key with the write scope.

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• route_lead

  solar-home-incentives

  Submit a consented homeowner project and EnergyAI’s autonomous agent finds, vets, and routes a real local installer to them — free to you and the homeowner. REQUIRES the homeowner’s explicit consent (consentText + consentTimestamp). Returns a leadId you can quote back to the user. Prefer get_quote_link if you don’t already have that consent in hand. [always free — no API key required]

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• perplexity_search

  Heista

  Web-grounded search via Perplexity Sonar Pro. Returns synthesized answer text plus a structured sources[] array (url + title) the caller can evaluate per the research.foundation four-tier source ladder. Optional recency_filter (hour/day/week/month/year) for fast-decay topics. Optional search_domain_filter (up to 10 domains) for triangulating against known-authoritative sources. Use this whenever a specialist needs current, web-grounded information — landscape scans, trend research, evidence queries, counter-evidence checks, named-entity lookups. Pair with the research.foundation skill (always-on craft baseline) and the research.methodologies.desk-synthesis skill (6-phase workflow) for production-grade output. The agent decomposes the brief into sub-questions BEFORE calling this — one focused query per call, not a multi-question batch. Cost is real (~$0.005-0.015 per query); the agent should budget calls per research.foundation §6 (fact-check 1-3, single comparison 3-8, landscape scan 8-20).

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• search_research

  Heista

  Structured fact-check + numerical research via Perplexity Sonar Reasoning Pro (Gateway-routed). Returns synthesized answer text plus structured sources[] with direct URLs to primary sources. Use for: specific numerical claims with methodology context, fact-check against primary sources, effect sizes + confidence intervals, earnings transcripts / SEC filings / research papers. Per Phase 3.5 empirical A/B: 2-3× cheaper than sonar-pro with comparable or better quality on structured research. Real Meta IR press releases + earnings transcripts on Desk. 17 cites on Quant. NOT for: Reddit/X/community → use search_community. NOT for: broad topic landscapes → use search.

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• check_verification_debt

  Reality Graph Verification Tools

  Estimate a software team's verification debt from team parameters. Computes the four published metrics (generation-to-verification ratio, review depth, unverified-merge rate, two-week churn) and an annual cost estimate, with the full calculation path, labeled assumptions, thresholds, and sources (GitClear, Sonar, Faros, Veracode). Deterministic arithmetic from published models - no benchmark claims. Only team_size is required; every additional parameter refines the estimate. Set lang='de' for a German report.

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• get_builder_upgrade_link

  solar-home-incentives

  Returns the revenue handoff for EnergyAI Builder. With a key, it returns a PAYABLE Stripe link plus ready-to-paste shareText for the $19/month plan with $20 monthly tool credit, or a prepaid top-up. Without a key, it returns one first-party activation URL where the human enters name and email, accepts terms, receives three commercial trials, and continues directly to secure Stripe Checkout. Free. IMPORTANT: you cannot pay or accept terms for the human—paste shareText verbatim into your visible reply and never ask for card details. [always free — no API key required]

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• sonar_keyword_suggestions

  sonar

  Get autocomplete suggestions for a seed keyword from the App Store or Google Play. Returns terms with a priority score (higher = more searched). Lighter and faster than sonar_keyword_search — use when you only need term ideas without difficulty/popularity scoring. Works without an API key (free tier, limited daily use per IP).

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• sonar_list_apps

  sonar

  List the apps tracked in the caller's Sonar workspace (own apps + competitors), each with its latest snapshot (rating, review count, version, installs). Returns the Sonar app UUIDs needed by sonar_get_app, sonar_app_keywords, sonar_app_rankings, and sonar_app_changes. Cursor-paginated (default 100 per page). Requires an Indie plan (trial counts).

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• sonar_app_changes

  sonar

  Change history for a tracked app — detected releases, metadata edits, screenshot swaps, price changes, and category moves, newest first. Useful for correlating rank movements with what the app (or a competitor) changed. Requires an Indie plan (trial counts).

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• sonar_competitor_landscape

  sonar

  The full competitive keyword picture for one of your own apps vs every tracked competitor, in one call: live stats (keyword gaps where competitors rank and you don't, winnable gaps, competitors climbing on your tracked keywords, keywords you lead), the top gap/threat/lead rows with metrics, and the latest AI insight if one was generated (opportunity clusters, threat narratives, strengths, posture). Read this before deciding which keywords to target next. Requires an Indie plan (trial counts).

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• estimate_production

  solar-home-incentives

  Honest-range annual solar production estimate (kWh/year ± band, with assumptions) for a ZIP code, from either a proposed system size (kW) or a monthly bill. Use to sanity-check installer quotes or size a system before talking to anyone. [20 anonymous calls/caller/24h; then 100 free calls/key/30d; active Builder required for sustained informational use]

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