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us.limner/limner

MCPB · LIMNER-MCP.MCPB · 2 COMPONENTS · SCANNED AUG 3

AI visual generation agent: multi-pipeline rendering, prompt crafting, and image composition.

+2 this week 43 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security14
  • Malware scan not yet available for this package.Unverified
  • CVE data not yet available for this package.Unverified
  • No install/post-install scripts declared.Pass
  • Only part of the dependency tree could be resolved (101 of 106), so this covers what we could see, not the whole tree. View diagnostics → Partial
Provenance & Transparency45
Schema Quality & AI Usability78
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 1969 tokens (~93/item across 21 items; 18 tools + 3 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage90
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 70% of tool parameters carry a description.Partial
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Unverified: 1 category

A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

mcpb · limner-mcp.mcpb

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Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +29
    • Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
    • Dependency health: partial → unverified functional
    • Security disclosure: fail → unverified functional
    • Schema quality: unverified → good functional
    • MCP protocol: unverified → pass functional
    • Tool coverage: unverified → 100 functional
    • Schema quality: unverified → 100 functional
  • 1 Aug 26 −23
    • Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
    • Schema quality: 100 → unverified functional
    • Capabilities: pass → unverified functional
    • Tool coverage: 100 → unverified functional
    • Dependency health: unverified → partial functional
    • Maintenance: unverified → pass functional
  • 31 Jul 26 −4
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 −2
    • Maintenance: pass → unverified functional
  • 28 Jul 26 +2
    • Maintenance: unverified → pass functional
  • 27 Jul 26 41

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed mcpb/https://github.com/vinsonconsulting/limner/releases/download/mcpb-v1.0.1/limner-mcp.mcpb

Provenance none

Ecosystem: mcpb · Outcome: none

Dependencies 101 packages

101 packages in the resolved dependency tree · 97 deprecated · 29 stale.

The dependency tree was only partially resolved, so these counts may be incomplete.

MCP tools — 18 exposed · ~1,870 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
limner_compose ~480

Hybrid V8 composition stack. Wraps photon-ops, jsquash-codecs, satori-text, and cf-images-transform behind a single op-discriminated input. Inputs/outputs are base64-encoded image bytes (PNG default). cf-images ops require the Workers transport (IMAGES binding).

NameTypeReqDescription
backgroundstringcfBackgroundFill background color/spec.
basestringbase64 base image. Used by: watermark, cfOverlay.
deltanumberbrightness delta.
factornumbercontrast factor.
fitstringresize fit mode: cover (only supported mode).
fontsarrayrenderText: built-in fonts by id (optional; defaults to ibm-plex-sans).
formatstringUsed by: encode, decode (jpeg|png|webp|avif).
fromconvert source format.
heightintegerUsed by: resize, crop, renderText, cfSmartCrop, cfBackgroundFill.
inputstringbase64 image bytes. Used by: resize, crop, brightness, contrast, blur, sharpen, decode, convert, cfTransform, cfBlur, cfSmartCrop, cfBackgroundFill.
jsxrenderText: JSX-shaped object literal { type, props }.
leftintegerUsed by: cfOverlay.
opstringyesComposition op. The required fields differ per op (see each field).
optsobjectcfTransform: transform options (width/height/fit/blur/brightness/contrast/background).
outputFormatstringcfTransform output format.
overlaystringbase64 overlay image. Used by: watermark, cfOverlay.
qualityintegerencode/convert quality, 1-100.
radiusnumberUsed by: blur, cfBlur.
rawobjectencode: raw RGBA source.
toconvert target format.
topintegerUsed by: cfOverlay.
widthintegerUsed by: resize, crop, renderText, cfSmartCrop, cfBackgroundFill.
xintegerUsed by: crop, watermark.
yintegerUsed by: crop, watermark.

No output schema declared.

No examples provided.

limner_create_project ~65

Create a project so notes and context can be attached to it. Returns the new project (id + timestamps). Names are unique.

NameTypeReqDescription
descriptionstring
metadataobject
namestringyesUnique project name (the human-facing key).

No output schema declared.

No examples provided.

limner_forget ~37

Delete a memory entry by id. Returns { deleted: boolean }.

NameTypeReqDescription
idstringyesMemory entry id (ULID).

No output schema declared.

No examples provided.

limner_generate_dalle ~223

Generate or edit an image via OpenAI Images API (gpt-image-1 default; pass `image` to restyle a source). Paid API — each call bills your OpenAI account.

NameTypeReqDescription
backgroundstringtransparent requires outputFormat png/webp.
imagestringSource image URL for a likeness-preserving edit/restyle (gpt-image-1 image-edits). Pass a fetchable URL — e.g. an artifact URL from a prior generate — not inline base64.
modelstringOpenAI gpt-image model id. Defaults to gpt-image-1.
outputFormatstringOutput image format. Defaults to png server-side.
promptstringyes
qualitystringDetail vs. cost/latency: low|medium|high|auto. Sent only when set.
sizestringOutput size, e.g. "1024x1024", "1024x1536", "1536x1024", or "auto".

No output schema declared.

No examples provided.

limner_generate_midjourney ~227

Compose a Midjourney prompt string (prompt-only; no image generation; downstream tool runs the HITL step). Supports image-prompt + --sref/--oref reference URLs.

NameTypeReqDescription
aspectRatiostringe.g. "16:9", "1:1", "9:16"
chaosinteger
imagestringImage-prompt URL, composed at the start of the prompt. Use a fetchable URL.
imageWeightnumberMidjourney --iw image weight, 0-3 (default 1). Applies to `image`.
modelVersionstringe.g. "6", "7"
omniRefstringOmni-reference URL (v7 subject/character consistency) → --oref.
promptstringyes
seedinteger
styleRefstringStyle-reference URL → --sref.
stylizeintegerMidjourney --stylize value, 0-1000. Default 100.

No output schema declared.

No examples provided.

limner_generate_recraft ~201

Generate or restyle an image via Recraft's REST API (external.api.recraft.ai; pass `image` for image-to-image). Paid API — each call bills your Recraft account.

NameTypeReqDescription
imagestringSource image URL for image-to-image. Pass a fetchable URL, not inline base64.
modelstringe.g. "recraftv3", "recraftv2".
promptstringyes
sizestringe.g. "1024x1024", "1365x1024", "1024x1365".
strengthnumberImage-to-image strength 0-1 (lower = closer to the source). Default 0.5. Used only with `image`.
stylestringe.g. "realistic_image", "digital_illustration", "vector_illustration".
substylestring

No output schema declared.

No examples provided.

limner_get_project_context ~60

Return a project plus its recent notes. Identify by projectId or name.

NameTypeReqDescription
namestring
noteLimitintegerNumber of recent notes to include. Defaults to 10.
projectIdstring

No output schema declared.

No examples provided.

limner_health ~20

Server health snapshot — bindings flavor, timestamp, version.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

limner_list_categories ~19

Return all memory categories with their entry counts.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

limner_list_pipelines ~34

List the pipelines registered with this server. For each pipeline returns id, displayName, kind, and required secrets.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

limner_list_projects ~44

Return projects matching the given filters.

NameTypeReqDescription
limitinteger
offsetinteger
qstringSubstring match against project.name.

No output schema declared.

No examples provided.

limner_pipeline_capabilities ~67

Describe a specific pipeline's capability surface. Returns kind + transport + required secrets + the input options shape (heuristic; not a strict zod export).

NameTypeReqDescription
idstringyesPipeline id (e.g. "dalle", "midjourney", "recraft").

No output schema declared.

No examples provided.

limner_recall ~78

List memory entries matching the given filters.

NameTypeReqDescription
categorystring
limitinteger
offsetinteger
qstringSubstring match against memory.content.
sinceintegerUnix epoch (ms). Filter to entries created at/after.
untilinteger

No output schema declared.

No examples provided.

limner_record ~66

Persist a new memory entry. Returns the assigned id + timestamps.

NameTypeReqDescription
categorystring
contentstringyes
metadataobject
sourceIdstringIdempotency key — re-recording with the same sourceId upserts.

No output schema declared.

No examples provided.

limner_record_project_note ~49

Append a note to a project. Returns the new note (id + timestamp).

NameTypeReqDescription
contentstringyes
metadataobject
projectIdstringyes

No output schema declared.

No examples provided.

limner_upscale ~104

Upscale a raster image (crisp: sharpen + enlarge toward print scale) via Recraft's REST API. Returns a larger raster image (PNG or WebP, depending on what the endpoint returns; the output mime reflects the actual bytes). Paid API — each call bills your Recraft account.

NameTypeReqDescription
imagestringyesSource image URL to upscale. Pass a fetchable URL (e.g. an artifact URL from a prior generate), not inline base64.

No output schema declared.

No examples provided.

limner_vectorize ~77

Vectorize a raster image into a scalable SVG via Recraft's REST API. Returns an SVG. Paid API — each call bills your Recraft account.

NameTypeReqDescription
imagestringyesSource raster image URL to vectorize. Pass a fetchable URL (e.g. an artifact URL from a prior generate), not inline base64.

No output schema declared.

No examples provided.

limner_version ~19

Return the @limner/mcp server version.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.