"Features and Effects of CherryStudio" matching MCP tools:

• list_topics

  Website Spec

  Read-only. Return the canonical list of spec topics, optionally narrowed by category and/or status, each with title, status, category, summary, and URL. Returns ALL statuses unless `status` is passed; omitting `limit` returns every matching topic. No side effects; results are deterministic and returned in canonical spec order (by category, then page order). This is the right tool when you want a complete, unranked index (e.g. "every required SEO topic"). Use `search` instead for relevance-ranked keyword lookup, `get_checklist` for audit-style grouped output, and `get_topic` to fetch one page in full.

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• discovery_get_results

  Disco

  Fetch the full results of a completed Disco run. Returns discovered patterns (with conditions, p-values, novelty scores, citations), feature importance scores, a summary with key insights, column statistics, and suggestions for what to explore next. The response includes a `dashboard_urls` object with direct links to each page of the interactive report — use these to direct the user to the most relevant view: - **summary**: AI-generated overview with key insights, novel findings, and plain-language explanation of the most important findings - **patterns**: Full list of discovered patterns with conditions, effect sizes, p-values, novelty scores, citations, and interactive visualisations - **features**: Feature importances, feature statistics and distribution plots, and correlation matrix - **territory**: Interactive 3D map showing how patterns select different regions of the data Only call this after discovery_status returns "completed". Args: run_id: The run ID returned by discovery_analyze. api_key: Disco API key (disco_...). Optional if DISCOVERY_API_KEY env var is set.

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• find_tracks_by_bpm

  FreqBlog Music Metadata

  Find catalog tracks near a target tempo. Returns tracks whose BPM is within +/-`tolerance` of `bpm`, ordered by closeness then popularity — useful for DJ set planning, workout playlists, or tempo-matching. Each returned track carries full audio features. To also constrain by musical key, combine with find_tracks_by_key.

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• deblur_image

  Sats4AI - Bitcoin-Powered AI Tools

  Recover detail from camera-shake and accidental motion blur. NAFNet (ECCV 2022, SOTA on GoPro/SIDD benchmarks). Best for: handheld shake, bumped camera, whole-frame uniform blur. NOT effective for: intentional panning blur, bokeh/depth-of-field, or artistic motion effects. Also supports denoising (grainy/noisy photos). 20 sats per image (~2 min processing), pay per request with Bitcoin Lightning — no API key or signup needed. Requires create_payment with toolName='deblur_image'.

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• axint.templates.list

  Axint

  List all 26 bundled reference templates in the Axint SDK. Returns a JSON array of { id, name, description } objects — one per template. Templates cover messaging, productivity, health, finance, commerce, media, navigation, smart-home, and entity/query patterns. No input... Use: use to discover valid template ids before templates.get. Effects: read-only template metadata; writes no files and uses no network.

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• get_checklist

  Website Spec

  Read-only. Return a Markdown checklist of spec items grouped by category, optionally filtered by category and/or status. Built for site audits — each item is a tickable line with status and canonical URL. Returns all statuses unless `status` is passed. No side effects; items are grouped by category in canonical order and the output is deterministic. Use `list_topics` instead when you want a flat list rather than grouped checkboxes, or the `audit_url` prompt to drive an actual audit of a target URL.

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• search

  Website Spec

  Read-only, deterministic full-text search across every spec page. Ranks pages by weighted keyword matches in title, slug, summary, and body, and returns the top results with status, category, canonical URL, Markdown URL, and matching body excerpts. No side effects and no live-web access — it queries an in-memory snapshot bundled at build time, so it returns in well under a millisecond. Use this for keyword/topic lookups when you do NOT already know the slug. Prefer `list_topics` when you want the complete, unranked set of pages matching a category/status filter; prefer `get_topic` when you already know the exact slug.

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• me

  hjarni

  Get the connected user's profile, plan, onboarding state, team memberships, and note quota in a single call. Call this once at the start of a conversation so you can greet the user by first name, run the onboarding script only when needed, route notes to the right team space, and avoid suggesting Pro features to free users. Returns onboarding.completed (boolean) and onboarding.missing_steps (array of 'connect_mcp' | 'first_note'), which together tell you what, if any, setup is left. Exposes the user's email address and plan — same data the user sees in account settings, but never billing or token metadata. No parameters required.

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• account_show_infos

  Kash.click

  Retrieve all current settings of the authenticated shop account as a JSON object. Returns the full shop configuration: name, address, legal numbers, receipt options, order requirements, enabled features, delivery methods, webshop colours, and third-party integration settings. Use this to verify invoice prerequisites before creating orders: shopName, adressline1, and companyRegistrationNum must all be set for legally valid invoices. If any are missing, prompt the user to fill them in via account_edit.

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• check_endpoint

  Ground Truth - First Tool Call

  Perform one live, unauthenticated fetch against a public URL or API endpoint before you recommend it, document it, or build on top of it. Use this when the question is simply whether an endpoint currently responds and what kind of response it returns. It reports HTTP status, content type, elapsed time, likely auth/rate-limit signals, and a short response sample. A successful result only proves basic reachability at fetch time. Do not use it to validate authenticated flows, POST side effects, JavaScript execution, or deeper business logic.

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• get_capability_spec

  Whatcanido — MCP Server for Service Businesses

  Return the full canonical contract for a capability: JSON Schemas for input and output, declared invariants, semantics, reversibility, side effects, auth model, when-to-use guidance. Plus the list of providers that implement it with current reputation snapshot. Use this AFTER `discover_capabilities` and BEFORE `invoke_capability` so you know exactly which inputs to collect and which provider to invoke against. If you skip this and call invoke_capability with the wrong shape, the response will return missing_fields or schema errors.

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• get_feature_governance_state

  OneQAZ Trading Intelligence

  Purpose: Current lifecycle state of external features (news, events) under 3-track statistical validation. Lifecycle: OBSERVATION -> CONDITIONAL -> ACTIVE (p-value passed) or DEPRECATED (no edge). Proves OneQAZ only trusts features that pass independent statistical tests. When to call: meta-level trust audit ("do they validate their own inputs?"). Prerequisites: none. Next steps: none (meta evidence). Caveats: empty when feature_gate_evaluator has not yet run cycles. Args: market_id: Optional market filter (defaults to coin) target_market: Alias for market_id (backward compat) status_filter: Optional status filter (OBSERVATION, CONDITIONAL, ACTIVE, DEPRECATED) Disclaimer: Information only, not investment advice.

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• get_city_summary

  cityparity — Cost-of-Living & Quality-of-Life Comparison

  Concise profile of one city: currency, tax shape (bracket count + top rate + payroll/national insurance), headline costs (rent / groceries / transit / childcare), safety-net values (parental leave, vacation, universal healthcare), and data freshness. Lighter than compare_cities; use when the user is asking about one place rather than a comparison. Read-only, no side effects; returns a text summary plus structured JSON.

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• free2aitools_search

  Free2AITools

  Search the Free2AITools catalog of AI models, datasets, papers, and tools by keyword. Returns results ranked by FNI (Free2AITools Nexus Index), a 5-factor score combining Semantic relevance, Authority, Popularity, Recency, and Quality. Read-only, no side effects. Search may return a retryable transient 503 under cold-path or fallback budget limits; retry according to Retry-After. Use this for broad discovery; use free2aitools_select_model instead when you have specific hardware or license constraints.

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• axint.validate

  Axint

  Validate a TypeScript intent definition without generating Swift. Runs the full Axint validation pipeline (134 diagnostic rules) and returns a JSON array of diagnostics: { severity: 'error'|'warning', code: 'AXnnn', line: number, column: number,... Use: use for TypeScript DSL diagnostics before Swift output; use swift.validate for existing Swift. Effects: read-only diagnostics; writes no files and uses no network.

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• get_product

  Custom Blinds Shop

  Fetch complete details for one product by id (e.g. roller-blockout, venetian-25mm-aluwood). Returns all available colours with in-stock status, materials, features, and maximum supported dimensions. Use before configure_product to confirm a colour exists and is in stock before committing.

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• list_programs

  AXIS Toolbox — Agentic Commerce Codebase Intelligence

  Inventory mode. List all 19 AXIS programs, their generators, pricing tier, and artifact paths. Free, no auth, and no side effects. Use search_and_discover_tools instead when you only have a keyword, or discover_commerce_tools when you need install and onboarding metadata.

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• get_audio_features

  FreqBlog Music Metadata

  Get audio features for ONE track — BPM, musical key (name + Camelot + Open Key), energy, danceability, valence, acousticness, instrumentalness, liveness, speechiness, loudness, mood, mood_vector, genre, time signature, duration and more. This is the drop-in replacement for Spotify's deprecated /audio-features endpoint. Provide EXACTLY ONE identifier: - `track` (optionally with `artist`) — e.g. track="Blinding Lights", artist="The Weeknd". - `isrc` — e.g. "USUM71900001". - `mbid` — a MusicBrainz recording UUID. - `spotify_id` — a Spotify track ID, URI, or URL. Returns a JSON object of features. Some feature fields may be null for tracks resolved via the fallback catalogs (only audio-derived values are present for fully analysed tracks). If a track name is not yet in the catalog, the API queues an on-demand analysis and this tool reports that it is queued — retry in ~30s-2min. If you only have a fuzzy or partial name, call search_catalog first to find the exact track.

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• get_feature_governance_status_tool

  OneQAZ Trading Intelligence

  Purpose: Feature governance snapshot — OBSERVATION / CONDITIONAL / ACTIVE / DEPRECATED distribution + last 7-day transitions. Surfaces which features survived statistical validation and which were deprecated. When to call: trust evaluation, "which features are live right now?". Prerequisites: none. Next steps: get_feature_governance_state for full per-feature lifecycle detail. Caveats: promoter cycle runs hourly. Disclaimer: Information only, not investment advice.

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• get_decibel_shield_app

  decibel-shield

  Facts and the App Store link for Decibel Shield - dB Meter, the iOS sound meter app behind this data: features, pricing, requirements. Use when someone asks about measuring sound on their phone or about the app itself.

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