{"name":"dev.slideforge/slideforge","slug":"slideforge","title":"SlideForge","description":"Deterministic, fully editable PowerPoint from typed slide intents. 200+ layouts, brand templates.","url":"https://mcp.market/server/slideforge","rating":null,"grade":"B","score":80,"certified":false,"status":"active","category":"other","tags":[],"presence":{"score":35,"stars":4,"forks":1,"downloads_week":52,"last_push_at":"2026-08-30T11:10:26.000Z","license":"MIT"},"uptime":{"percent":100,"checks":6,"ok":6,"last_checked_at":"2026-09-20T21:11:12.713Z","last_ok_at":"2026-09-20T21:11:12.713Z","latency_ms":981},"claimed":false,"transport":"mixed","callable_via_gateway":true,"default_price_micros":0,"repository":"https://github.com/smartdatabrokers/slideforge-mcp","website":null,"version":"5.9.0","remotes":[{"type":"streamable-http","url":"https://api.slideforge.dev/mcp/"}],"packages":[{"registryType":"pypi","identifier":"slideforge-mcp","version":"5.9.0","transport":{"type":"stdio"},"environmentVariables":[{"description":"SlideForge API key (starts with sf_live_). Required to run tool calls; schema discovery works without it. Get one at https://slideforge.dev.","isSecret":true,"name":"SLIDEFORGE_API_KEY"}]}],"tools":[{"name":"browse_catalog","description":"Browse the PowerPoint slide catalog progressively. No args -> form overview (when-to-use, bound fields, variant counts). family=<form> -> variant one-liners. q=<text> -> ranked search. variant=/prior_id= -> example payload. type=schema + family -> a compact family-level variant chooser (not a sendable contract); type=schema + family + variant -> that variant's exact payload contract (JSON Schema, capacity, field mapping, examples). Free. Code path: type=widgets = the add_widget() catalog (name=<widget> for its contract + thumbnail); type=helpers = python-pptx helper signatures. type=themes + an uploaded theme_id -> that template's branded FURNITURE layouts (its own cover/agenda/divider/closing slides + fill schemas + previews) — render via create_slide(form=template_layout, theme_id, data={layout, fills}).","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"family":{"type":"string"},"variant":{"type":"string"},"prior_id":{"type":"string"},"q":{"type":"string","description":"Semantic search across all variants; returns ranked form/variant matches with scores."},"limit":{"type":"integer","description":"Max results (with q= or family=)."},"offset":{"type":"integer","description":"Pagination offset (with q= or family=)."},"type":{"type":"string","description":"Omit for the form overview (or family=/q= to drill in). schema (+family, optionally +variant=) = schema-first discovery: family only returns a compact variant chooser; family+variant returns that variant's exact machine-readable payload contract (JSON Schema for data, capacity limits, intent-field mapping, examples). widgets = the add_widget() catalog for mode=code (name=<widget> for its contract). helpers = python-pptx helper signatures. themes = list themes (built-in + your saved); Default appears first and can be omitted, or use any returned id as theme_id. brands = your brand kits with versions (theme_id=<slug> renders the default version, <slug>@<n> pins n)."},"name":{"type":"string","description":"Widget name (with type=widgets): returns the full contract + worked example + a rendered thumbnail."},"source":{"type":"string","enum":["all","default","custom","saved","uploaded"],"description":"Theme source filter (with type=themes). Default all (built-in + your saved)."},"top":{"type":"integer","description":"Max results (with type=themes)."},"theme_id":{"type":"string","description":"With type=themes: an uploaded theme's id -> its branded furniture layouts + fill schemas (render via create_slide(form=template_layout))."}}}},{"name":"create_deck","description":"Create a complete PowerPoint presentation (.pptx): a whole multi-slide deck, native and editable, in one call. `slides` is a list of create_slide intents (same form menu + data shapes — see create_slide). Slides fill in parallel and merge into one themed PPTX with page numbers. Include furniture: a hero_statement cover, section_divider breaks, and a closing (hero_statement variant=contact_closing via blocks-free slots).\n\nBLOCKED ($0)? If an error has `can_autofix:true`, merge its `patch` into the args at `patch_target`. Unchanged retries repeat the block. New form: browse_catalog(type=schema) first.\n\n\n\nAlso: mode=assemble merges existing slide job_ids as-rendered (free; theme_id does NOT re-theme them — render with create_deck(slides=[…], theme_id=…) for a unified theme); mode=fork clones a deck (free).\nPolling: deck_id == job_id — manage_account(action=job, job_id=<deck_id>).","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"slides":{"type":"array","items":{"type":"object"},"description":"each item is a create_slide intent (same form menu, typed fields, and data shapes as create_slide)."},"theme_id":{"type":"string"},"name":{"type":"string"},"styling":{"type":"string","enum":["topical","clean"],"description":"Deck-level topical-design switch, inherited by every slide (a slide-level styling wins). See create_slide.styling."},"imagery":{"type":"string","enum":["photo","wash","off"],"description":"Deck-level imagery mode, inherited by every slide (a slide-level imagery wins). See create_slide.imagery."},"imagery_tag":{"type":"string","enum":["general","agriculture","construction","education","energy","finance","government","healthcare","logistics","manufacturing","retail","technology","travel"],"description":"Deck-level subject declaration, inherited by every slide (a slide-level imagery_tag wins). Declare it once for a whole deck. See create_slide.imagery_tag."},"direction":{"type":"string","enum":["ltr","rtl"],"description":"Deck-level writing direction, inherited by every slide (a slide-level direction wins) — set it once for an Arabic/Hebrew deck. Covers/dividers rendered on an UPLOADED brand template keep that template's own layout direction. See create_slide.direction."},"force_render":{"type":"boolean","description":"IGNORED (deck-level). pptx_url is always returned when at least one slide rendered, so there is nothing to force. Still meaningful on create_slide."},"allow_partial":{"type":"boolean","description":"IGNORED. A deck bills per rendered slide and always returns its pptx; slides that failed or rendered badly are free and named in repair_actions."},"strict_policy":{"type":"object","properties":{"reject_ai_completed":{"type":"boolean","description":"Reject slides whose content was fully AI-completed."},"reject_mixed":{"type":"boolean","description":"Reject slides with mixed verbatim and AI-completed content."},"reject_truncated":{"type":"boolean","description":"Reject slides with truncated supplied content."},"reject_ignored_fields":{"type":"boolean","description":"Reject slides whose supplied fields were not rendered (fidelity=partial / field_ignored)."},"reject_field_warnings":{"type":"boolean","description":"Reject slides carrying any field-binding warning (field_ignored, input_shape_hint, normalized, variant_fallback)."},"reject_draft_variants":{"type":"boolean","description":"Reject slides rendered by a draft-maturity variant (see each slide's variant_maturity warning)."},"min_font_pt":{"type":"number","description":"Reject slides whose reported minimum font size is below this point size."},"max_density":{"type":"string","enum":["good","medium","high"],"description":"Reject slides whose quality.density is above this level."}},"description":"Optional CI-style gate for automated report pipelines. dry_run returns policy_result; render returns rejected/cost:0 if the policy fails."},"job_ids":{"type":"array","items":{"type":"string"},"description":"Slide job IDs to merge (for mode=assemble)"},"deck_id":{"type":"string","description":"Existing deck ID (for mode=fork, or mode=render to update)"},"title":{"type":"string","description":"Deck title (PowerPoint metadata)"},"language":{"type":"string","enum":["bg","ca","cs","da","de","el","en","es","et","fi","fr","gl","hr","hu","id","is","it","ja","ko","lt","lv","nl","no","pl","pt","ro","ru","sk","sl","sr","sv","tr","uk","vi","zh"],"description":"ISO 639-1 (default en) for every slide: furniture labels and authored fills follow it."},"mode":{"type":"string","enum":["render","assemble","fork"],"description":"Default render. assemble/fork are free deck plumbing."},"dry_run":{"type":"boolean","description":"Deck-level free pre-flight (cost:0, NO render/PPTX): returns a per-slide validation manifest [{i, form, fidelity_forecast, status, errors}] so you can fix bad slides before spending. A deck is one artifact, so validation is all-or-nothing — put dry_run here, not on individual slides. Resend without dry_run to render."},"logo_id":{"type":"string","description":"Optional brand logo (from upload_asset purpose=logo) applied as chrome to every content slide in the deck."}},"required":[]}},{"name":"create_slide","description":"Create one PowerPoint slide (.pptx, native, editable) from a structured intent in ONE call: pick a `form` from the menu and put your content in the typed fields (placed on the slide as given), or pass a `brief` and let the server route it. Fields tagged (per-form) bind only where the form has that slot — ignored-with-warning elsewhere; see each form's `binds` in browse_catalog.\n\nBLOCKED ($0)? If an error has `can_autofix:true`, merge its `patch` into the args at `patch_target`. Unchanged retries repeat the block. New form: browse_catalog(type=schema) first.\n\n\nFORM MENU:\n  agenda_list: an ordered list of sections/topics or learning objectives to walk through\n  bar_rank_chart: bars comparing magnitudes across categories\n  calendar_grid: events on a real calendar - week planner (day x hour) or month grid with event chips (data.events)\n  card_grid: several equal, unordered peer blocks (features, options, pillars, a concept's defined parts, rules/guidelines/common mistakes)\n  case_story: one named story told as evidence: challenge, action, measured result\n  comparison_matrix: options x criteria grid: data.columns x data.rows\n  cycle_flow: a closed loop of ordered stages where the last feeds the first (recurring process)\n  data_table: a plain factual table of records by fields\n  editorial_split: two side-by-side halves: contrast (before/after, problem/solution) or copy/numbered steps beside a picture (image_src)\n  exercise_prompt: an exercise/practice/discussion prompt: instruction + hints; optional problem items with blank answer boxes\n  funnel: a quantity narrowing through ordered stages\n  gantt_plan: tasks as bars across named periods on a schedule grid\n  gauge_score: one score on a dial against a scale\n  hero_statement: a statement slide: covers (title/image-led/exec), from->to/thesis-quote transitions, statement/contact/next-steps closings; supporting points -> takeaway_stack, contacts -> data.contacts, next steps -> data.next_steps\n  hub_spoke: one central element with several elements connected around it\n  image_story: a picture shown WHOLE (uncropped) + prose and up to 4 labelled blocks beside it, or a 1-6 picture/placeholder gallery (data.images)\n  kpi_metrics: a metrics dashboard: headline metric cards; data.sections (Highlights/Risks/Asks) makes it an exec summary / QBR snapshot\n  layer_stack: stacked layers where higher sits on, and depends on, lower\n  linear_flow: ordered process stages read left to right (or inputs to process to outputs)\n  maturity_staircase: ascending levels climbing to a higher state\n  nested_magnitude: nested containment - each level contains the next\n  org_structure: a reporting hierarchy / org tree\n  position_map: items placed by two axes - named 2x2 cells or scatter positions\n  pyramid_hierarchy: a triangle of stacked tiers, foundation to apex\n  ramp_curve: a continuous rising wedge split into phases - effort or value accumulating over time\n  section_divider: a section-break: big section number + title; blocks = agenda progress chips (emphasis=primary = current)\n  segment_wheel: a wheel of equal segments around a center - peer categories in the round (composition, not flow)\n  status_dashboard: initiatives/workstreams tracked by status, owner, progress\n  strategic_fork: one origin splitting into two mutually exclusive paths, one recommended\n  swimlane_flow: actor/function lanes by phases, task cells, handoffs across lanes\n  swot: the four-quadrant strengths / weaknesses / opportunities / threats grid\n  system_flow_map: architecture/system components: panels with internals (edges optional) or nodes wired by directed arrows\n  takeaway_stack: a title plus a few supporting points, each with one line of detail (executive summary, key findings); optional closing ask\n  timeline_roadmap: milestones/phases laid out along a time axis\n  trend_chart: one or more series plotted over time\n  value_chain: support bands over primary activity columns flowing into a goal arrowhead (data.support = the bands)\n  visual_showcase: one dominant screenshot/image with numbered callouts pointing into it\n  waterfall_bridge: a start value bridged to an end value by plus/minus contributions\n\nExact per-form data shapes: browse_catalog(type=schema, family=<form>) — the generated,always-current JSON Schema + a worked example. (List-shaped forms take `blocks`: [{\"label\",\"sub\",\"detail\":[str],\"emphasis\"}]; structured forms take typed `data`.)\n\nEscape modes: mode=code (caller-supplied python-pptx in sandbox, $0.05 — use for forms the menu cannot express: calendars, custom diagrams); mode=status (poll a job, free).\nImage-led asks (photo covers, full-bleed visuals): hero_statement + image_prompt (+$0.05) or image_src.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"form":{"type":"string","description":"the form menu pick (see description) — the routing field"},"form_description":{"type":"string"},"headline":{"type":"string","description":"the assertion-style slide title"},"context":{"type":"string","description":"one-line subtitle/standfirst"},"subject":{"type":"string","description":"central entity for forms that have one — hub label, org root, section #, fork origin, media label (per-form)."},"blocks":{"type":"array","items":{"type":"object"},"description":"list: [{\"label\",\"sub\",\"detail\":[str],\"emphasis\",\"icon\":lucide-name,\"metric\":{value,label}}]"},"metric":{"type":"object"},"data":{"type":"object","description":"family-specific payload — see the documented shapes"},"takeaway":{"type":"string","description":"optional verdict band (per-form). Put the so-what in the headline; add only for a verdict the title can't carry — not every slide."},"caution":{"type":"string","description":"one-line risk / caveat callout (per-form)."},"highlight":{"type":"string","description":"one-line emphasis callout (per-form)."},"source_note":{"type":"string","description":"source / footnote line (per-form)."},"date":{"type":"string","description":"date callout (per-form)."},"notes":{"type":"string","description":"Speaker notes for the presenter; never drawn on the slide."},"image_src":{"type":"string","description":"https URL | asset:<id> for image-bearing forms"},"image_prompt":{"type":"string","description":"generate an image when no image_src (+$0.05)"},"brief":{"type":"string","description":"prose fallback / extra context for fills"},"theme_id":{"type":"string","description":"Optional theme id from browse_catalog(type=themes). Omit for Default (slideforge_standard)."},"name":{"type":"string"},"variant":{"type":"string","description":"pin a specific variant within the form (list them via browse_catalog). Unknown variant -> rejected ($0) with the valid list; set allow_variant_fallback to render the family default instead."},"allow_variant_fallback":{"type":"boolean","description":"If the pinned variant is unknown, render the form's default variant (with a warning) instead of rejecting. Default false."},"variant_policy":{"type":"string","enum":["best_semantic_match","production_safe"],"description":"Routed-variant maturity policy: production_safe = if the ROUTED variant is draft/beta, render the family's demo-safe sibling instead (warning names both). Never overrides an explicit variant=. Default best_semantic_match."},"allow_low_confidence":{"type":"boolean","description":"Brief routing only: by default a brief that doesn't match a form clearly returns status=needs_confirmation + candidates at cost:0 (no guessed render). Set true to render the top guess and bill it. Default false."},"allow_fabrication":{"type":"boolean","description":"Brief mode only: a bare brief on a DATA form (kpi/funnel/comparison/…) returns would_fabricate at $0 rather than INVENT numbers. Send typed fields for verbatim, or true to let the brief author them (fidelity=ai_completed). Default false."},"allow_truncation":{"type":"boolean","description":"More items than the form holds blocks (it would drop your data); the response names the dropped count + a suggested_split. true renders the capacity subset (fidelity=verbatim_truncated). Default false."},"dry_run":{"type":"boolean","description":"Free pre-commit check (intent or mode=code), cost:0, no PPTX: status + warnings/errors, plus fidelity_forecast (verbatim|mixed|ai_completed|would_reject) and which fields bind vs get authored. Fix errors, re-call with dry_run=false to render."},"quality_profile":{"type":"string","enum":["executive","technical","appendix"],"description":"Thresholds layout.presentation_ready is judged against (executive strictest). Measurement only — never blocks a render or changes cost."},"min_font_pt":{"type":"number","minimum":6,"maximum":40,"description":"Binding type floor for prose (exhibit furniture has its own). Type grows to meet it; content that can't fit is a $0 min_font_not_met naming the size needed. Typical: 12."},"direction":{"type":"string","enum":["ltr","rtl"],"description":"rtl typesets AND mirrors the slide right-to-left (Arabic/Hebrew). Never inferred — pass it."},"imagery":{"type":"string","enum":["photo","wash","off"],"description":"Cover/section-divider imagery: photo (default — curated stock photo, half-bleed), wash (abstract color wash), off (plain panel, no photo — only when asked). Content slides are never photo-decorated."},"imagery_tag":{"type":"string","enum":["general","agriculture","construction","education","energy","finance","government","healthcare","logistics","manufacturing","retail","technology","travel"],"description":"Subject/industry: steers library photos (covers, sections, picture slides) AND the topical palette. Omit = general; `education` = teaching."},"styling":{"type":"string","enum":["topical","clean"],"description":"Topical design on default themes (default on; the note names it): designed cover + a subject palette (from imagery_tag, or the brief). clean = neutral. Pins never take it."},"force_render":{"type":"boolean","description":"On completed_with_errors, pptx_url is null (broken slide). Set true to get it anyway. No cost/status effect."},"code":{"type":"string","description":"Python code defining build(prs). Canvas 13.33×7.5\", coords in inches. Pre-imported: Presentation, Inches, Pt, Emu, RGBColor, MSO_ANCHOR, PP_ALIGN. Helpers: add_text_box(slide, left, top, w, h, text, font_size=12, bold=False, color=None), add_box(slide, left, top, w, h, fill_color=None, line_color=None, corner_radius=0.05), add_icon, add_image (src = path or https://); theme_color(name) → RGBColor. add_widget(slide, name, x, y, w, h, params=|content=, theme=THEME) draws board-grade SSG widgets/charts (cards, waterfall, gantt, funnel…) — names via `browse_catalog(type=widgets)`. Use font_size=, not size=; use fill_color=, not fill=. When chrome is supplied, use `build(prs, slide)` — chrome is pre-rendered. Helper signatures: `browse_catalog(type=helpers)`."},"job_id":{"type":"string","description":"Previous job ID (for mode=status, or mode=code patching)"},"replacements":{"type":"array","description":"String replacements on loaded code [{old, new}] (for mode=code with job_id)","items":{"type":"object","properties":{"old":{"type":"string","description":"Exact string to find"},"new":{"type":"string","description":"Replacement string"}},"required":["old","new"]}},"language":{"type":"string","enum":["bg","ca","cs","da","de","el","en","es","et","fi","fr","gl","hr","hu","id","is","it","ja","ko","lt","lv","nl","no","pl","pt","ro","ru","sk","sl","sr","sv","tr","uk","vi","zh"],"description":"ISO 639-1 (default en): furniture labels and authored fills follow it."},"include_preview":{"type":"string","enum":["none","small","default","full"],"description":"Inline-preview PAYLOAD only (not execution). Default: default (768px). none omits the inline image and returns just the URLs — it does NOT change sync/async. Use `wait` to control execution."},"detail":{"type":"string","enum":["compact","full"],"description":"Response verbosity. Default `compact`: status, form/variant, fidelity (verbatim|mixed|ai_completed), warnings[]/errors[] (only when present), urls, cost. `full` adds a debug object (engine internals, verify events, latency buckets)."},"verify":{"type":"string","enum":["off","lint","lint+vlm","full"],"description":"mode=code. Default `lint`: static geometry + content checks, no LLM. `lint+vlm` adds a VLM second look (~+3s); a blank render is then a $0 error, not a billed warning. `off` skips checks."},"wait":{"type":"string","enum":["auto","true","false"],"description":"AI-image slides block ~10-15s; `false` returns a job_id to poll, not block (mode=brief)."},"logo_id":{"type":"string","description":"Optional brand logo (from upload_asset purpose=logo) drawn as chrome on content slides; covers/section breaks stay clean."},"mode":{"type":"string","enum":["safe","brief","code","status"],"description":"Default: structured intent / brief. safe = validate-then-render in ONE call (renders + bills only if faithful; else $0 invalid report with the fix — recommended, no dry_run round-trip). code = python-pptx escape. status = poll."}}}},{"name":"manage_account","description":"SlideForge account for PowerPoint generation: balance, billing, job history, feedback, data controls. All free.\nActions: status (balance+plan), usage (spend breakdown), jobs (history), job (single job detail — slide jobs include `quality_warnings[]`; deck jobs add `slides_completed/slides_failed/failed_slides[]`), feedback (submit), feedback_list (read your reports back: status + resolution), onboarding (capabilities overview), topup (Stripe checkout link; wallet credits automatically), webhooks/webhook_add/webhook_remove/webhook_test (push endpoint instead of polling to terminal), download_url (fresh short-TTL PPTX link for an owned job — when a result carries no inline URL), security_status (retention + access-model + deletion posture), delete_job (irreversible: job + versions + files)\nAction delete_asset irreversibly deletes a user-owned uploaded/generated image asset.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"action":{"type":"string","enum":["status","usage","jobs","job","download_url","feedback","feedback_list","onboarding","topup","brand_report","reports","webhooks","webhook_add","webhook_remove","webhook_test","security_status","delete_job","delete_asset"],"description":"Operation (required). feedback → report a defect or request against a render; pass job_id so it is actionable, and ask the user before filing. feedback_list → read YOUR OWN filed reports back, with `status` and the `resolution` written when one was acted on: check it before working around a defect you reported earlier, because it may already be fixed. brand_report → the per-token fidelity report for one of your brand kits (pass theme_id). topup → mints a Stripe checkout link the user pays at directly (wallet credits automatically) — use when a render is refused for balance. reports → list report types; webhook_add registers a push endpoint instead of polling — see the url/events props. delete_job is irreversible. delete_asset is irreversible for user-owned image assets."},"job_id":{"type":"string","description":"Job ID (for action=job, action=download_url and action=delete_job)"},"limit":{"type":"integer","description":"Max rows (action=jobs default 10; action=feedback_list default 50, max 100)"},"status":{"type":"string","description":"Filter — action=jobs: queued/generating/complete/failed; action=feedback_list: open/resolved"},"include_children":{"type":"boolean","description":"For action=jobs: include deck child slides (each carries parent_deck_id) so a deck's slides are discoverable by listing. Default false (parents only). Deck rows roll child cost up to the deck."},"message":{"type":"string","description":"What went wrong or what you want, in the user's own words (for action=feedback)."},"category":{"type":"string","enum":["layout","typography","contrast","content","icons","images","theme","chrome","consistency","bug","feature_request","testimonial","general","other"],"description":"Feedback category (action=feedback to file under it, action=feedback_list to filter by it). The first nine are slide-quality categories — pair them with job_id."},"severity":{"type":"string","enum":["bug","quality","suggestion"],"description":"For action=feedback: `bug` = it is broken, `quality` = it rendered but reads poorly, `suggestion` = a request. Defaults to suggestion, so file real defects explicitly or they are triaged as wishes."},"days":{"type":"integer","description":"Lookback period (for action=usage, default 30)"},"amount":{"type":"number","description":"USD top-up amount (for action=topup, default 10, min 10, max 1000). Volume bonus: $50→+10%, $100→+15%, $200→+20%."},"detail":{"type":"boolean","description":"For action=status only: default false masks identity fields; true returns full email/user_id diagnostics for the authenticated user."},"include_preview":{"type":"string","enum":["none","small","default","full"],"description":"Preview (for action=job)"},"slug":{"type":"string","description":"Report slug (for action=reports — returns one report's full metadata; omit to list all)."},"url":{"type":"string","description":"HTTPS endpoint to receive events (for action=webhook_add). Must be public HTTPS (private/loopback rejected)."},"events":{"type":"array","items":{"type":"string"},"description":"Event types to subscribe to (for action=webhook_add; default all): job.completed, job.failed, deck.completed, deck.partial, deck.failed."},"webhook_id":{"type":"string","description":"Webhook subscription id (for action=webhook_remove / webhook_test)."},"asset_id":{"type":"string","description":"Image asset ID (for action=delete_asset). Logos are content-addressed/shared and are not deleted by this action."}},"required":["action"]}},{"name":"plan_slide","description":"Plan a PowerPoint slide before rendering (free): send a short brief, get ranked candidates + a separated verdict — route (which slide: selected|needs_confirmation|ambiguous), input (can it render: ready|extractable_from_brief|needs_structured_data) and next_action. Free (one embedding). Then call create_slide with the chosen form(+variant). route.confidence: calibrated = measured P(route correct) with label high/medium/low cut on it; retrieval_score/retrieval_margin = the raw family-aggregated classifier values (not probabilities; margin can be negative when families contest); source = classifier | structural_router (LLM-rescued). candidate_margin on the top candidate = literal gap between the two shown scores.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"brief":{"type":"string"},"top":{"type":"integer"},"escalate":{"type":"boolean","description":"Default true: on a low-confidence route the plan runs the SAME LLM rescue create_slide would (small COGS on that tail only), so plan and create always agree. Set false for a classifier-only, fully free plan (response then flags will_escalate + create_slide_behavior)."},"variant_policy":{"type":"string","enum":["best_semantic_match","production_safe"],"description":"production_safe: if the top routed variant is draft/beta, the family's demo-safe sibling leads and route reports both best_semantic and best_production_safe."}},"required":["brief"]}},{"name":"translate_deck","description":"Translate a PowerPoint (.pptx) deck preserving all formatting. $0.02/slide. Supports 35 languages (Latin, Cyrillic, Greek, Chinese, Japanese, Korean). Provide job_id (from a previous create_slide/create_deck), pptx_url, or pptx_base64.","write_action":false,"price_micros":0,"input_schema":{"type":"object","properties":{"target_language":{"type":"string","enum":["en","de","fr","es","it","pt","nl","sv","da","no","fi","is","pl","cs","sk","hu","ro","hr","sl","et","lt","lv","ru","uk","bg","sr","tr","ca","gl","id","vi","el","zh","ja","ko"],"description":"Target language (required)"},"source_language":{"type":"string","description":"Source language or 'auto' (default auto)"},"job_id":{"type":"string","description":"Source: previous slide/deck job ID (preferred — no file transfer needed)"},"pptx_url":{"type":"string","description":"Source: HTTPS URL to .pptx"},"pptx_base64":{"type":"string","description":"Source: Base64-encoded .pptx (max ~10 MB)"},"include_notes":{"type":"boolean","description":"Translate speaker notes (default false)"},"include_tables":{"type":"boolean","description":"Translate table cells (default true)"},"concise_mode":{"type":"boolean","description":"Prefer shorter translations for tight text boxes"},"name":{"type":"string","description":"Job name"},"include_preview":{"type":"string","enum":["none","small","default"],"description":"Wait+embed preview (default=wait)"}},"required":["target_language"]}},{"name":"upload_asset","description":"Upload assets for PowerPoint (.pptx) generation: company template, logo, image, or document — or AI-generate an image.\n\nPurposes:\n• logo — company logo for chrome (PNG/JPG/SVG, max 5MB) → logo_id\n• image — image for the Image component (max 10MB) → asset_id\n• theme — company template PPTX → theme_id; slides with it render NATIVELY on the template (masters/layouts/chrome)\n• generate_image — AI-generate via `prompt` → asset_id ($0.05)\n• translate — PPTX to translate → deck job_id ($0.02/slide; requires `target_language`)\n• pdf — PDF → editable slides; pass `target_language` to also translate\n• recreate — image OF a slide → editable PPTX slide ($0.10; honest annotate/preserve fallback, refusals free). Use `image` to just place a picture\n\nFiles >3MB (pdf/translate/theme) — and recreate on chat hosts — omit `data`: a drop-zone appears in the result card; bytes never pass through the agent.","write_action":true,"price_micros":0,"input_schema":{"type":"object","properties":{"purpose":{"type":"string","enum":["logo","image","theme","brand","generate_image","translate","pdf","recreate"],"description":"Asset type (required). brand = a .pptx/.potx corporate template imported as your brand kit (theme is the same thing under its old name)."},"data":{"type":"string","description":"Base64-encoded file content. Required for logo/image/theme/translate. Optional for pdf — omit to get a drop-zone (recommended for files >3MB)."},"filename":{"type":"string","description":"Original filename (for type detection)"},"prompt":{"type":"string","description":"Image description (required when purpose=generate_image)"},"size":{"type":"string","enum":["1024x1024","1792x1024","1024x1792"],"description":"Image dimensions for generate_image (default 1024×1024)"},"quality":{"type":"string","enum":["draft","balanced","premium"],"description":"draft = Flux Schnell. balanced (default) = Gemini Flash Image. premium = GPT Image 2. Overridden by `model`."},"model":{"type":"string","description":"Explicit gateway model ID. Overrides `quality`."},"position":{"type":"string","description":"Logo position: top-left / top-right / bottom-left / bottom-right"},"theme_name":{"type":"string","description":"Name for extracted theme (purpose=theme)"},"theme_id":{"type":"string","description":"For purpose=recreate: the brand kit or built-in theme to render the recreated slide in — your kit slug, `slug@version`, or a built-in id. Omit to keep the look of the source image."},"job_id":{"type":"string","description":"For purpose=brand: keep the look a recreate rendered in — pass that recreate's job_id and its exact kit is saved as yours (no upload, no charge)."},"target_language":{"type":"string","enum":["en","de","fr","es","it","pt","nl","sv","da","no","fi","is","pl","cs","sk","hu","ro","hr","sl","et","lt","lv","ru","uk","bg","sr","tr","ca","gl","id","vi","el","zh","ja","ko"],"description":"Required for purpose=translate. Optional for purpose=pdf — chains pdf→pptx→translate in one call."}},"required":["purpose"]}}],"scan":{"score":80,"grade":"B","scanned_at":"2026-09-20T20:58:00.968Z","report":{"scannerVersion":"0.1.9","scannedAt":"2026-09-20T20:58:00.942Z","components":{"code":{"score":25,"max":25,"notes":["10 source files scanned"]},"reliability":{"score":20,"max":20,"notes":["remote reachable in 1680ms"]},"poisoning":{"score":13,"max":15,"notes":["7 tool descriptions checked"]},"auth":{"score":3,"max":15,"notes":["open endpoint exposes 3 write-action tools with no auth"]},"maintenance":{"score":15,"max":15,"notes":["last push 21 days ago"]},"identity":{"score":4,"max":10,"notes":["namespace and repository owner differ"]}},"findings":[{"id":"auth.open-write","severity":"high","component":"auth","title":"Write-action tools reachable without authentication"},{"id":"poison.long-description","severity":"low","component":"poisoning","title":"Unusually long tool description (over 2,000 characters)","evidence":"tool create_slide: …Create one PowerPoint slide (.pptx, native, editable) from a structured intent in ONE call: pick a `form` from the menu and put your content in the typed fields (placed on the slide as given), or pass a `brief` and let the server route it. Fields tagged (per-form) bind only where the form has that slot — ignored-with-warning elsewhere; see each form's `binds` in browse_catalog. BLOCKED ($0)? If an error has `can_autofix:true`, merge its `patch` into the args at `patch_target`. Unchanged retries repeat the block. New form: browse_catalog(type=schema) first. FORM MENU: agenda_list: an ordered list of sections/topics or learning objectives to walk through bar_rank_chart: bars comparing magnitudes across categories calendar_grid: events on a real calendar - week planner (day x hour) or month grid with event chips (data.events) card_grid: several equal, unordered peer blocks (features, options, pillars, a concept's defined parts, rules/guidelines/common mistakes) case_story: one named story told as evidence: challenge, action, measured result comparison_matrix: options x criteria grid: data.columns x data.rows cycle_flow: a closed loop of ordered stages where the last feeds the first (recurring process) data_table: a plain factual table of records by fields editorial_split: two side-by-side halves: contrast (before/after, problem/solution) or copy/numbered steps beside a picture (image_src) exercise_prompt: an exercise/practice/discussion prompt: instruction + hints; optional problem items with blank answer boxes funnel: a quantity narrowing through ordered stages gantt_plan: tasks as bars across named periods on a schedule grid gauge_score: one score on a dial against a scale hero_statement: a statement slide: covers (title/image-led/exec), from->to/thesis-quote transitions, statement/contact/next-steps closings; supporting points -> takeaway_stack, contacts -> data.contacts, next steps -> data.next_steps hub_spoke: one central element with several elements connected around it image_story: a picture shown WHOLE (uncropped) + prose and up to 4 labelled blocks beside it, or a 1-6 picture/placeholder gallery (data.images) kpi_metrics: a metrics dashboard: headline metric cards; data.sections (Highlights/Risks/Asks) makes it an exec summary / QBR snapshot layer_stack: stacked layers where higher sits on, and depends on, lower linear_flow: ordered process stages read left to right (or inputs to process to outputs) maturity_staircase: ascending levels climbing to a higher state nested_magnitude: nested containment - each level contains the next org_structure: a reporting hierarchy / org tree position_map: items placed by two axes - named 2x2 cells or scatter positions pyramid_hierarchy: a triangle of stacked tiers, foundation to apex ramp_curve: a continuous rising wedge split into phases - effort or value accumulating over time section_divider: a section-break: big section number + title; blocks = agenda progress chips (emphasis=primary = current) segment_wheel: a wheel of equal segments around a center - peer categories in the round (composition, not flow) status_dashboard: initiatives/workstreams tracked by status, owner, progress strategic_fork: one origin splitting into two mutually exclusive paths, one recommended swimlane_flow: actor/function lanes by phases, task cells, handoffs across lanes swot: the four-quadrant strengths / weaknesses / opportunities / threats grid system_flow_map: architecture/system components: panels with internals (edges optional) or nodes wired by directed arrows takeaway_stack: a title plus a few supporting points, each with one line of detail (executive summary, key findings); optional closing ask timeline_roadmap: milestones/phases laid out along a time axis trend_chart: one or more series plotted over time value_chain: support bands over primary activity columns flowing into a goal arrowhead (data.support = the bands) visual_showcase: one dominant screenshot/image with numbered callouts pointing into it waterfall_bridge: a start value bridged to an end value by plus/minus contributions Exact per-form data shapes: browse_catalog(type=schema, family=<form>) — the generated,always-current JSON Schema + a worked example. (List-shaped forms take `blocks`: [{\"label\",\"sub\",\"detail\":[str],\"emphasis\"}]; structured forms take typed `data`.) Escape modes: mode=code (caller-supplied python-pptx in sandbox, $0.05 — use for forms the menu cannot express: calendars, custom diagrams); mode=status (poll a job, free). Image-led asks (photo covers, full-bleed visuals): hero_statement + image_prompt (+$0.05) or image_src.…"}],"inputs":{"probes":[{"url":"https://api.slideforge.dev/mcp/","reachable":true,"authRequired":false,"latencyMs":1680,"serverInfo":{"name":"slideforge","version":"5.0.0"}}],"packages":[{"registryType":"pypi","identifier":"slideforge-mcp","version":"5.9.0","found":true,"weeklyDownloads":52,"license":"MIT","dependencyCount":6,"publishedAt":"2026-08-30T11:05:34.473437Z","repositoryUrl":"https://github.com/smartdatabrokers/slideforge-mcp"}],"repo":{"found":true,"owner":"smartdatabrokers","repo":"slideforge-mcp","archived":false,"pushedAt":"2026-08-30T11:10:26Z","stars":4,"forks":1,"openIssues":2,"ownerType":"Organization","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/272607747?v=4","ownerCreatedAt":"2026-03-31T18:20:10Z","license":"MIT"},"icon":{"url":"https://slideforge.dev/icon.svg?icon.0.bb.epkeb4_7.svg","source":"site"},"presence":{"stars":4,"forks":1,"downloadsWeek":52,"license":"MIT","lastPushAt":"2026-08-30T11:10:26.000Z","score":35}}}},"grade_history":[],"reviews":[]}