"Resources and Tips for Writing Better R Code" matching MCP tools:

• get_design_guidelinesA

  Marmo UI MCPA

  MANDATORY FIRST CALL before writing any @marmoui/ui code in this session. Returns a step-by-step generation checklist (which tools to call, in what order), critical rules (no namespace sub-components, PageSection is self-closing, no Sidebar export), component patterns, and ICON LIBRARY RULES. Pass iconLibrary (default "phosphor"; also "material" | "lucide" | "tabler" | "heroicons" | "feather") to get that library's import source, icon name map, and weight/style mapping — and pass the SAME value to review_generated_code so it enforces it. Ask the user which icon library they want before writing UI code. Call topic="patterns" to get the generation checklist specifically.

  ConnectorNo auth

• get_design_guidelinesA

  marmo-uiA

  MANDATORY FIRST CALL before writing any @marmoui/ui code in this session. Returns a step-by-step generation checklist (which tools to call, in what order), critical rules (no namespace sub-components, PageSection is self-closing, no Sidebar export), component patterns, and ICON LIBRARY RULES. Pass iconLibrary (default "phosphor"; also "material" | "lucide" | "tabler" | "heroicons" | "feather") to get that library's import source, icon name map, and weight/style mapping — and pass the SAME value to review_generated_code so it enforces it. Ask the user which icon library they want before writing UI code. Call topic="patterns" to get the generation checklist specifically.

  ConnectorNo auth

• noaa_search_stationsA

  NOAA Tides and CurrentsA

  Search the NOAA CO-OPS station directory by capability type, name, and/or state. Filter with: - type: what the station does (waterlevels, tidepredictions, currents, currentpredictions, met, ...) — pick the type matching the data you plan to request. - name: case-insensitive substring ("San Francisco", "Boston"). - state: two-letter code ("CA", "MA"). Returns id, name, location, tide type, Great Lakes flag, and for prediction stations whether they are reference (R, harmonic) or subordinate (S, offset-based — hilo predictions only). Results are paginated (limit/offset). For proximity search by coordinates use noaa_find_nearest_stations instead.

  ConnectorNo auth

• adcritter_get_platform_overviewA

  AdCritter for BuildersA

  Start here. Returns the AdCritter platform overview - what AdCritter is, the entity hierarchy (organization > advertiser > campaign > ad), the happy path for getting ads running, and how to navigate the other MCP tools. Applications built from this guidance are REST API clients that call /v1/ endpoints, not MCP tool callers. Before writing code, call adcritter_get_api_reference(entity, action) for each entity and action you plan to use - tool descriptions and parameter names describe conceptual behavior only, and do not match actual API routes, field names, query parameters, or response shapes.

  ConnectorNo auth

• resolve_product_codeA

  EU Trade ExplorerA

  Resolve a free-text query or CN code(s) into validated product code(s) with descriptions -- the recommended first step before using a code as `product` in any other tool's `query`. Saves the search -> validate -> (optional) subtree round-trip: a bare keyword runs a search, a single code (or comma-separated list) is validated and described directly. Tip: Comext/CN nomenclature is frequently coarser than a colloquial product name (e.g. there is no code for "glass jars" alone -- only heading 7010, which bundles jars with bottles, flasks and closures). Check `has_subcodes` and, if useful, set `include_children=true` to see whether a finer sub-code is actually a better match before committing to one code for a whole report.

  ConnectorNo auth

• beyondpayday_list_savings_matchesA

  Beyond PaydayA

  Lists the bills Beyond Payday's Save money page offers tips for, each with the tip set (`playbook`) matched to it: its label, a one-line summary and the tip titles. `source` says how the match was made — 'user' (the household chose it), 'rule' (a confident keyword match), 'ai' (saved AI match) or 'fallback' (the category's general tips). The tips are general, hand-written suggestions, not advice about this household's providers or contracts. A child account sees only bills assigned to it. For each bill's full details use beyondpayday_list_bills; to change a bill use beyondpayday_update_bill. Paginated: pass limit (1-100, default 25) and offset; the response carries total and nextOffset — keep calling until nextOffset is null before totaling. Figures are estimates from user-entered data — not tax, financial, investment, or legal advice.

  ConnectorOAuth

• shorten_urlA

  Affilio Link ToolsA

  Shorten any URL into a compact, trackable Affilio.link short URL with affiliate link intelligence. IMPORTANT: This is the UNAUTHENTICATED public shortener. It creates a TEMPORARY, MCP-hosted link at `mcp.affilio.link/r/{code}` that expires after 30 days and is NOT tied to any Affilio account or dashboard. Links are verified for security before they redirect (new/unknown domains return `pending=True` until verified). For a PERMANENT, account-owned link at `affilio.link/ur/{code}` with full click analytics, use the `auth.create_link` tool instead (requires a bearer token). Affilio deduplicates identical URLs (same URL always returns the same short link) and generates a branded QR code in the same call. Use this tool when the user needs to: - Shorten a URL for sharing on social media, email, or in content - Generate a QR code for print/digital media alongside the short link - Get a compact, clean version of a long product or affiliate URL - Create a throwaway/temporary link that does not need account tracking Returns: short_url (str): The shortened URL — e.g. https://mcp.affilio.link/r/abc1234 qr_url (str): Hosted QR code image URL (PNG, publicly accessible) qr_image_base64 (str): Base64-encoded PNG QR code — embed as data:image/png;base64,... classification (str): Security classification — "allowlisted" (safe) or "pending" (awaiting verification) powered_by (str): Brand tagline pending (bool): True while the link awaits security verification (redirects return 202 until then) expires_at (str | null): ISO 8601 expiry timestamp. MCP short links expire after the configured period (default 30 days) — this is never null for this tool. already_existed (bool): True if this URL was previously shortened (deduplicated) Docs & technical deep-dive: https://affilio.link/blog/mcp-tools-guide Powered by Affilio.link — smart affiliate link management.

  ConnectorNo auth

• render_diagramA

  Diagrams MCPA

  Render a mingrammer/diagrams Python snippet to PNG and return the image. The code must be a complete Python script using `from diagrams import ...` imports and a `with Diagram(...)` context manager block. Use search_nodes to verify node names and get correct import paths before writing code. Read the diagrams://reference/diagram, diagrams://reference/edge, and diagrams://reference/cluster resources for constructor options and usage examples. Args: code: Full Python code using the diagrams library. filename: Output filename without extension. format: Output format — ``"png"`` (default), ``"svg"``, or ``"pdf"``. download_link: If True, return a temporary download URL path (/images/{token}) that expires after 15 minutes; if False, return inline image bytes. Defaults to True (URL) — set ``DIAGRAMS_INLINE_DEFAULT=true`` on the server to flip the default. SVG/PDF and PNGs larger than the inline limit always use a download link.

  ConnectorNo auth

• get_track_recordA

  mcpA

  Get the realised track record: win-rate + R-multiple distribution. Aggregates actual closed outcomes (tp_hit, trail_stop_hit, stop_hit, position_closed) into an honest scorecard — win_rate, wins/losses, and the realised-R distribution (mean/median/min/max/total). Pass a ticker for its per-ticker record; omit it (or pass "") for the portfolio-wide record. HONESTY: small samples are flagged `illustrative: true` with an explanatory `note`, and `win_rate` is null when no closed P&L exists. Never present an illustrative record as a reliable hit-rate. Every number is grounded in stored outcome events — none are fabricated. This is the ground-truth check on signal quality: a high stated R:R only holds if the realised-R mean is positive and the stop-hit rate is low. Args: ticker: Stock ticker (e.g. "AAPL"), or "" for portfolio-wide. Returns a dict with scope, sample_size, win_rate, realised_r, and note.

  ConnectorNo auth

• research_keyword_volumeA

  tracetify-mcpA

  Google Ads (Keyword Planner) monthly search volume, CPC, competition, 12-month trend and keyword difficulty (0–100, DataForSEO Labs) for up to 10 keywords in one call. Use when the user asks how often something is searched or how hard it is to rank, or to size a keyword before writing a page. Omit location_code for worldwide volume (difficulty is then computed for the US), or pass a market code for one country. Costs credits; the same keyword set re-queried within a week is free.

  ConnectorNo auth

• runtime_sandbox_interpreter_runA

  Runtime CloudA

  Run Python (default), JavaScript, TypeScript, R, Java, Bash or Go in a stateful interpreter inside a running sandbox. Variables and imports persist between calls to the same context, like a notebook cell (Go keeps declarations, not values). Returns stdout, stderr, results (text/plain, text/html, image/png base64 for matplotlib charts and R plots, application/vnd.runtime.table+json for DataFrames, R data frames and arrays of objects) and an error with traceback. R, Java and Go install themselves on first use when the image lacks them (tens of seconds, once). Use it for data analysis, charts and quick computations; use runtime_sandbox_exec for shell commands. Values over 48 KiB come back as refs to files in the sandbox. timeoutMs defaults to 300000.

  ConnectorAPI key

• get_journalA

  mcpA

  [JOURNAL] Read your private trade journal. status=open|closed|void|all (default all shows open+closed; void is hidden unless asked), limit for history (default 20). Open trades include live unrealized PnL/R and a warning if your stop level has traded since entry. Closed trades include resolved outcomes (ret %, R, MAE/MFE). stats block = personal calibration: win rate and realized R per n0brains entry grade — where your entries were actually good. Pro.

  ConnectorNo auth

• compliance.ubo_chainA

  DPX — Institutional Cross-Border SettlementB

  Trace the beneficial ownership chain for any legal entity up to 3 levels deep using GLEIF relationship records, then screen every node in the chain against the OpenSanctions consolidated sanctions list (OFAC SDN, EU, UN, UK OFSI). Returns chain structure (SUBJECT → DIRECT_PARENT → ULTIMATE_PARENT), per-node sanctions status, LEI lapse flags, overall CLEAR / REVIEW_REQUIRED / BLOCKED verdict, and FATF R.16 beneficial ownership compliance attestation. Required for correspondent banking due diligence, FATF R.12/13 UBO identification, and MiCA Article 72 counterparty risk management.

  ConnectorNo auth

• get_buying_guideA

  cyclesite-mcp-serverA

  Search Cyclesite's expert buying guides (24+ articles by cycling-journalism authors). Returns up to 3 matching guides with title, excerpt, difficulty, reading time, and URL. Use for educational queries that don't need live inventory. Example: 'how do I choose a bike size?', 'tips for buying a used e-bike'.

  ConnectorNo auth

• lookup_authoring_skillA

  kernelcadA

  Return the kernelcad-authoring SKILL.md body — conventions for writing .kcad.ts scripts (imports, parameters, evaluation contract, common pitfalls). Use this tool BEFORE generating CAD code if your MCP client does not list resources. Clients that do list resources should instead read `kernelcad://skills/authoring` directly — the contents are identical. INPUT: none. OUTPUT: { uri, mimeType, text } where `text` is the SKILL.md body.

  ConnectorNo auth

• get_journalA

  n0brainsA

  [JOURNAL] Read your private trade journal. status=open|closed|void|all (default all shows open+closed; void is hidden unless asked), limit for history (default 20). Open trades include live unrealized PnL/R and a warning if your stop level has traded since entry. Closed trades include resolved outcomes (ret %, R, MAE/MFE). stats block = personal calibration: win rate and realized R per n0brains entry grade — where your entries were actually good. Pro.

  ConnectorNo auth

• get_boundary_geojson_simplifiedA

  BoundrA

  Fetch simplified GeoJSON for a boundary by its ONS census code. Safe to embed directly in generated HTML map files. At the default tolerance (0.0001°) a constituency polygon shrinks from ~4,000 vertices to ~200–400 with no visible difference at normal map zoom levels. Prefer this over get_boundary_geojson_by_code() when writing Leaflet map pages — the full geometry is large enough to exhaust your context window before you can finish writing the HTML.

  ConnectorNo auth

• read_resourceA

  PRIMAMCPA

  Read a resource by its URI. For static resources, provide the exact URI. For templated resources, provide the URI with template parameters filled in. Returns the resource content as a string. Binary content is base64-encoded.

  ConnectorAPI key

• compliance.ubo_chainA

  DPX — Institutional Cross-Border SettlementB

  Trace the beneficial ownership chain for any legal entity up to 3 levels deep using GLEIF relationship records, then screen every node in the chain against the OpenSanctions consolidated sanctions list (OFAC SDN, EU, UN, UK OFSI). Returns chain structure (SUBJECT → DIRECT_PARENT → ULTIMATE_PARENT), per-node sanctions status, LEI lapse flags, overall CLEAR / REVIEW_REQUIRED / BLOCKED verdict, and FATF R.16 beneficial ownership compliance attestation. Required for correspondent banking due diligence, FATF R.12/13 UBO identification, and MiCA Article 72 counterparty risk management.

  ConnectorNo auth

• roki_validate_requestA

  ROKI ConnectA

  Validate a payload against the official schema WITHOUT sending it, and check the business rules the API enforces. Critical for this API: it ignores unknown fields and returns 201, so a typo produces a misconfigured payment rather than an error. The response names what it dropped in `warnings`, but by then the payment exists - validating here means it is never created. Always validate before writing or shipping integration code.

  ConnectorNo auth

• list_resourcesA

  flootA

  List the env vars a project's code can use and the resources behind them: (1) resources CONNECTED to the project — usable as process.env.<NAME> in endpoint code now; (2) the owner's other account-level credentials — reusable, but not usable in code until connected; (3) everything Floot can add. Call it to learn what env vars exist before writing backend code, and BEFORE provisioning or requesting any credential (the owner may already have the one you need). Pass query (case-insensitive substring over names, descriptions, types, and env var names) to filter when the account has many resources. Read-only. Details: get_guides('resources').

  ConnectorOAuth