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Glama

Server Details

Semantic SVG icon search and recommendations for AI coding agents.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
curlymolelabs/supericons
GitHub Stars
0
Server Listing
supericons

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MCP server

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Tool DescriptionsA

Average 4.3/5 across 5 of 5 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clearly distinct purpose: search_icons for conceptual search, get_icon for exact retrieval, list_libraries for library enumeration, preview_icons for visual output, and recommend_icons for set recommendations. No overlap or ambiguity.

Naming Consistency5/5

All tool names follow a consistent verb_noun pattern (e.g., search_icons, get_icon), using snake_case throughout. The pattern is predictable and clear.

Tool Count5/5

With 5 tools, the server is well-scoped for its purpose of icon search, retrieval, preview, and recommendation. Neither too few nor too many; each tool earns its place.

Completeness5/5

The tool surface covers the full expected workflow: discovering libraries, searching by concept, retrieving exact icons, previewing results, and getting recommendations. There are no obvious gaps for a read-only icon service.

Available Tools

5 tools
get_iconGet IconAInspect

Retrieve one exact SVG icon when the icon ID and library are already known. Use search_icons first if the user only described a concept. Returns SVG code, explicit public library labels, visual preview URL, and public semantic guidance for the exact icon.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesExact icon ID without the library prefix, for example "database", "user-circle", "brain-circuit", or "arrow-down".
styleNoOptional style preference. Material Symbols supports outline and solid. Other hosted libraries report their verified styles in list_libraries.any
libraryYesRequired library key for the exact icon. Supported values include si (Supericons AI and developer tool logos), lucide, tabler, phosphor, heroicons, bootstrap, iconoir, ionicons, material, simpleicons (Simple Icons brand logos), and mingcute.

Output Schema

ParametersJSON Schema
NameRequiredDescription
iconNoExact matching icon when found.
errorNoRecoverable error message when no exact icon is found.
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description implies a read-only retrieval operation with the word 'Retrieve', but annotations set readOnlyHint to false, indicating potential side effects. No additional behavioral traits (e.g., side effects, mutation, or rate limits) are disclosed, and the contradiction reduces transparency.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description consists of two front-loaded sentences with no wasted words. Every sentence is informative: the first states the primary purpose and prerequisite, the second provides an alternative and lists return values.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of an output schema and three parameters, the description covers the key aspects: what the tool does, when to use it, and what it returns. It mentions a sibling tool for context. It could mention other siblings or error conditions, but it is largely complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds no extra meaning beyond the schema, merely echoing that id and library are needed. It does not provide any new context about the parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses the specific verb 'Retrieve' and the resource 'exact SVG icon', clearly indicating the tool's function. It distinguishes from the sibling tool search_icons by stating the prerequisite that the icon ID and library are already known.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly states when to use this tool ('when the icon ID and library are already known') and when to use the alternative ('Use search_icons first if the user only described a concept'). This provides clear guidance on tool selection.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_librariesList LibrariesA
Read-onlyIdempotent
Inspect

List the free icon libraries available through the hosted Supericons MCP server. Use this before filtering by library or when a user asks which icon libraries are supported.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
librariesYesFree icon libraries available through this hosted MCP server.
publicRecordCountYesNumber of public semantic icon records searchable through the hosted MCP server.
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. The description adds no extra behavioral context, but is consistent with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, front-loaded with main purpose. Every sentence adds value with no wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given zero parameters, rich annotations, and an output schema, the description fully covers the tool's purpose and usage context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

No parameters exist, so schema coverage is 100%. The description adds no parameter details, but none are needed. Baseline for 0 params is 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'List' and the resource 'free icon libraries', distinguishing it from sibling tools that deal with icons rather than libraries.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit guidance: 'Use this before filtering by library or when a user asks which icon libraries are supported.' This tells when to invoke it, though it doesn't explicitly mention when not to use it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

preview_iconsPreview IconsA
Read-onlyIdempotent
Inspect

Refine an icon result set or preview known icon refs. Use search_icons first for normal icon requests. Long icon lists are accepted and safely truncated to 12. Returns a hosted preview page, direct PNG image URL, ready-made Markdown image snippet, and, when requested, an MCP image contact sheet.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoRequested inline icon count. Values outside 1 to 12 are safely clamped with a warning. Numeric strings are accepted.
queryNoOptional search query to preview visually, for example "license plate recognition camera scan car".
styleNoOptional style preference. Unsupported values are ignored with a warning.any
localeNoOptional locale for multilingual search terms. Supported values: zh-Hans, zh-Hant, ja, ko, es, de, pt, ar, hi, vi, th. Unsupported values are ignored with a warning.
libraryNoOptional library key. Supported values include si (Supericons AI and developer tool logos), lucide, tabler, phosphor, heroicons, bootstrap, iconoir, ionicons, material, simpleicons (Simple Icons brand logos), and mingcute.
icon_refsNoOptional fixed icon refs in library:id format. Arrays, a single ref, and comma-separated refs are accepted. Up to 100 are accepted, 24 appear on the browser preview, and 12 are rendered inline. Larger lists are safely truncated with a warning.
include_imageNoWhen true, include a PNG contact sheet as MCP image content. Boolean strings are accepted. A preview_url is always returned.

Output Schema

ParametersJSON Schema
NameRequiredDescription
errorNoRecoverable error message when preview inputs are missing or invalid.
queryNoSearch query used for the visual preview, if any.
resultsYesIcons included in the visual preview.
warningsNoUnsupported optional inputs that were safely ignored.
image_urlNoDirect PNG URL for clients or Markdown renderers that can show remote images.
next_stepYesUseful next action for the caller.
preview_urlYesBrowser URL for visual inspection.
image_includedYesWhether this response includes MCP image content.
markdown_imageNoReady-made Markdown image snippet for final answers in clients that render remote Markdown images.
rendered_countYesNumber of icons rendered in the inline preview.
truncated_fromNoOriginal icon ref count when the input was truncated.
client_display_noteYesPlain-language note for clients that do not render images inline.
browser_preview_countYesNumber of accepted icon refs available at preview_url.
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Describes return types (preview page, PNG URL, Markdown snippet, MCP image) and conditions (when requested), adding context beyond annotations. No contradictions with readOnlyHint or idempotentHint.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences: first covers purpose and output, second delivers actionable usage guidance. No extraneous text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers main purpose, output types, and output usage. With annotations covering safety and output schema likely covering structure, it feels complete; minor gap on error handling.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with parameter descriptions already present; description adds minimal additional semantics beyond summarizing that it supports query or icon_refs.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it creates a visual preview for icon search results or a fixed icon list, distinguishing it from sibling tools like get_icon or search_icons.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides practical guidance on when to use markdown_image vs image_url or preview_url, but does not explicitly contrast with alternatives or state when not to use the tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

recommend_iconsRecommend IconsAInspect

Recommend a coherent icon set for up to 20 named UI slots in one call. Uses task context to narrow ambiguous meanings. When context is insufficient, returns needs_clarification with labeled interpretation options instead of guessing. Invalid inputs and service failures return a plain-language reason and a next step instead of a bare protocol error. Returns one recommendation and optional alternatives for each resolved slot, with explicit public library labels and visual preview URLs where available. Library key si means Supericons, not Simple Icons.

ParametersJSON Schema
NameRequiredDescriptionDefault
taskNoOverall UI task, for example "choose icons for an AI dashboard sidebar" or "select bottom navigation icons for a finance app". Missing task text returns a structured recovery message.
slotsNoList of 1 to 20 UI slots to fill, for example ["model", "prompt", "dataset", "evaluation"]. A single string is accepted as one slot. Larger lists return a structured split instruction.
styleNoOptional style preference. Unsupported values are ignored with a warning.any
localeNoOptional locale for multilingual slot labels. Unsupported values are ignored with a warning.
libraryNoOptional library key when the user wants a consistent icon family. Supported values include si (Supericons AI and developer tool logos), lucide, tabler, phosphor, heroicons, bootstrap, iconoir, ionicons, material, simpleicons (Simple Icons brand logos), and mingcute.
response_modeNoResponse size mode: plan, assets, or full. Unsupported values use plan with a warning.plan
limit_per_slotNoNumber of choices per slot. Values outside 1 to 5 are clamped with a warning. Numeric strings are accepted.
include_query_frameNoOptional public-safe diagnostics for query understanding. Boolean strings are accepted. Leave false for normal compact responses.

Output Schema

ParametersJSON Schema
NameRequiredDescription
codeNoStable error code for programmatic recovery.
hintNoPlain-language recovery instruction.
taskYesOriginal UI task.
errorNoPlain-language reason the recommendation did not complete.
styleNoStyle preference used for recommendations.
statusNoHTTP status from a hosted dependency failure.
detailsNoStructured limits or failure details.
libraryNoLibrary filter used for recommendations, if provided.
resultsYesRecommended icon choices grouped by requested UI slot.
warningsNoUnsupported optional inputs that were safely ignored or clamped.
next_stepNoUseful next action for the caller.
retryableNoWhether a corrected or later request may succeed.
slot_countYesNumber of UI slots requested.
preview_urlNoBrowser URL for visual inspection of the recommended icon set.
query_frameNoOptional public-safe query understanding diagnostics for the task.
response_modeYesResponse size mode used for this recommendation.
search_runtimeNoSearch execution path used for this recommendation.
all_slots_resolvedYesWhether every requested slot received a recommendation without clarification.
clarification_slotsYesSlots that need the caller to choose an interpretation.
needs_clarificationYesWhether one or more ambiguous slots require more context.
retry_after_secondsNoSeconds to wait before retrying a rate-limited recommendation.
fallback_recommendedYesWhether the caller should consider direct search or clarification.
low_confidence_slotsYesSlots whose result is missing or has low confidence.
suggested_response_markdownNoPlain-language explanation suitable for the agent response.
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Discloses key behaviors: returns needs_clarification when context insufficient, provides preview URLs, clarifies library key 'si' meaning. Annotations do not contradict; description adds value beyond structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Single concise paragraph with no filler. Front-loaded with purpose, covers ambiguity handling, output format, and a key disambiguation. Every sentence contributes.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers main behavioral aspects and output expectations. Output schema exists, so return values not needed. Could mention error handling or rate limits, but not critical for effective use.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with parameter descriptions. Description adds extra context like how task narrows ambiguity, response_mode options, and library key nuance. Exceeds baseline of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states it recommends a coherent icon set for named UI slots, differentiating from siblings like get_icon (single icon) or search_icons (search). Uses specific verb 'recommend' and describes scope with examples.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explains when to use (for coherent sets) and how ambiguity is handled (returns needs_clarification). Does not explicitly list alternatives but context implies differentiation from sibling tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

search_iconsSearch IconsAInspect

Use this as the main icon tool. Search 20,000+ curated SVG icons across 11 libraries by meaning, label, visual description, tags, and synonyms. When matches exist, the response includes a paste-ready suggested answer, a direct preview image, and Markdown that can show the image in the final reply. When no supported match exists, it returns an honest structured no-result with a next step and no fabricated icon. Library key si means Supericons, not Simple Icons.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum number of icons from 1 to 50. Numeric strings are accepted.
queryYesIcon concept or search phrase, for example "database", "user profile", "chill", "trash", "upload cloud", "AI model", or "beautiful".
styleNoOptional style preference. Unsupported values are ignored with a warning.any
localeNoOptional locale for multilingual search terms. Supported values: zh-Hans, zh-Hant, ja, ko, es, de, pt, ar, hi, vi, th. Unsupported values are ignored with a warning.
libraryNoOptional library key. Supported values include si (Supericons AI and developer tool logos), lucide, tabler, phosphor, heroicons, bootstrap, iconoir, ionicons, material, simpleicons (Simple Icons brand logos), and mingcute.
library_modeNoLibrary behavior. Strict stays inside the requested library, prefer puts it first and includes labeled alternatives, and all searches every eligible library. Unsupported values are ignored with a warning.strict
include_query_frameNoOptional public-safe diagnostics for query understanding. Boolean strings are accepted. Leave false for normal compact responses.

Output Schema

ParametersJSON Schema
NameRequiredDescription
codeNoStable code for a structured no-result.
hintNoPlain-language recovery hint for a structured no-result.
errorNoPlain-language error for a structured no-result.
statusNoHTTP status from an upstream search failure.
detailsNoStructured rate-limit or upstream failure details.
resultsYesMatching icons with SVG code and semantic guidance.
warningsNoUnsupported optional inputs that were safely ignored.
image_urlNoDirect PNG URL when usable icons exist.
next_stepYesUseful next action for the caller.
retryableNoWhether changing the query or filters may produce a result.
limit_scopeNoAllowance scope reported by a rate limit.
preview_urlNoBrowser URL for visual inspection of this search result set.
query_frameNoOptional public-safe query understanding diagnostics.
library_modeYesLibrary behavior used for this search.
markdown_imageNoReady-made Markdown image when usable icons exist.
search_runtimeNoSearch execution path used for this request.
requested_libraryYesPreferred or required library, when supplied.
retry_after_secondsNoSeconds to wait before retrying a rate-limited search.
suggested_response_markdownYesCompact answer that accurately reflects this response.
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations are all false (no hints). Description adds transparency by detailing return values (SVG code, semantic guidance, library labels, preview URLs) and clarifying the 'si' library key. No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Concise (3-4 sentences), front-loaded with purpose, then usage, then return info. No unnecessary text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 7 parameters with 100% schema coverage and output schema present, description covers purpose, usage, return fields, and a key clarification. Complete for agent decision-making.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, baseline 3. Description adds value by clarifying the 'si' library key meaning and providing example queries. Schema descriptions are already detailed, but description enhances context.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states it searches 20,000+ curated SVG icons across 11 libraries by meaning, label, visual description, tags, and synonyms, with explicit examples. Distinguishes from siblings like get_icon and list_libraries.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides clear usage guidance with examples like 'database', 'user profile', and explicit use case: 'when the user describes an icon concept'. Does not explicitly state when not to use, but sibling tools imply alternatives.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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