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Bikefuchs — Bike Parts Price Comparison

Server Details

Price comparison & cart optimizer for bike parts across German & Austrian shops

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
bikefuchs/bikefuchs-mcp-stub
GitHub Stars
0
Server Listing
bikefuchs-mcp-stub

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Tool DescriptionsA

Average 4.3/5 across 7 of 7 tools scored.

Server CoherenceA
Disambiguation2/5

The tools 'find_alternatives_for_product' and 'get_best_price' have nearly identical descriptions, both retrieving price and availability for a product by EAN. This creates confusion and likely causes misselection. Other tools are distinct, but this overlap significantly reduces clarity.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern (e.g., get_best_price, resolve_product, search_product). No mixing of conventions or irregular naming.

Tool Count5/5

With 7 tools, the set is well-scoped for a bike parts price comparison server. Each tool serves a clear purpose in the shopping workflow, and the count is neither excessive nor insufficient.

Completeness4/5

The tool surface covers the core workflow: searching, resolving URLs, looking up by EAN, obtaining shipping info, and optimizing cart splits. The only minor gap is the redundancy between two nearly identical tools, but no essential operations are missing.

Available Tools

7 tools
find_alternatives_for_productFind Alternative ShopsA
Read-onlyIdempotent
Inspect

Given a product's EAN barcode, return every shop that carries it with prices and availability, sorted cheapest-first.

ParametersJSON Schema
NameRequiredDescriptionDefault
eanYesEAN barcode (8–14 digits, e.g. '4524667749493')
countryNoCountry for pricing (DE or AT, default DE)DE

Output Schema

ParametersJSON Schema
NameRequiredDescription
eanYes
alternativesYes
product_nameYes
Behavior3/5

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

Annotations already indicate read-only and idempotent behavior. The description adds that results are 'sorted cheapest-first' and includes 'prices and availability', which provides useful context beyond annotations. However, it does not detail error handling, pagination, or limitations, keeping it at a moderate level of 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 is a single concise sentence that is front-loaded with the key action and context. Every word adds value, with no redundancy.

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?

With a full output schema present, the description does not need to explain return values. It covers purpose, input format (EAN), and behavioral ordering (cheapest-first). The tool is simple with only 2 params, and the description covers the essential aspects adequately.

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 good descriptions for both parameters. The description adds that the EAN is a barcode and country is for pricing, but these are restatements of schema. No additional semantic value beyond what the schema provides.

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 (return), resource (shops carrying a product), and sorting (cheapest-first). It distinguishes from siblings like get_best_price, which likely returns only the best price, and search_product, which may handle non-EAN queries.

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?

The description explicitly states the trigger condition: 'Given a product's EAN barcode.' It implies when to use by specifying the required input. However, it does not mention when not to use or provide alternatives, leaving some room for misinterpretation.

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

get_best_priceGet Best Price by EANA
Read-onlyIdempotent
Inspect

Look up a single product by its EAN barcode and return the price at every shop that carries it, sorted cheapest-first, with stock status and direct purchase links.

ParametersJSON Schema
NameRequiredDescriptionDefault
eanYesEAN barcode (8–14 digits, e.g. '4524667749493')
countryNoCountry for pricing (DE or AT, default DE)DE
reference_shopNoShop id or display name to compare against. When set, the response states how much cheaper the cheapest shop is vs. this shop.

Output Schema

ParametersJSON Schema
NameRequiredDescription
eanYes
pricesYes
next_stepNo
product_nameYes
cheapest_shopYes
cheapest_priceYes
reference_comparisonNo
Behavior4/5

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

Annotations already indicate readOnlyHint=true, idempotentHint=true, and destructiveHint=false. The description adds meaningful behavioral context (sorted cheapest-first, stock status, links) beyond annotations. No contradictions. Slightly lower due to lack of detail on rate limits or other constraints.

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 sentence with 18 words, front-loaded with action and resource, then efficiently lists key output details (sorted, stock, links). No unnecessary words or redundancy.

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?

The description fully covers the tool's purpose, input (by EAN), output (prices, stock, links, sorted), and is complete given the presence of output schema and annotations. No missing information for an agent to use the tool correctly.

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% with detailed descriptions for each parameter (ean pattern, country enum, reference_shop). The tool description does not add new parameter-specific information, so it does not exceed the 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?

Description uses specific verb 'Look up' and resource 'single product by its EAN barcode', and clearly states the output format (prices sorted cheapest-first, stock status, purchase links). This distinguishes it from sibling tools like search_product (fuzzy search) and get_shipping_breakdown (shipping details).

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?

Description clearly implies usage for looking up a specific product by EAN, which distinguishes it from search-oriented siblings. However, it does not explicitly state when not to use it or mention alternatives, leaving room for slight ambiguity.

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

get_shipping_breakdownGet Shipping CostA
Read-onlyIdempotent
Inspect

Return the exact shipping cost for a specific shop, country, and cart value, including all shipping tiers and how much more is needed to reach the next free-shipping threshold.

ParametersJSON Schema
NameRequiredDescriptionDefault
shopYesShop name or ID (e.g. 'rosebikes', 'boc24', 'bike24', 'fahrradteile', 'Rose Bikes')
countryYesCountry (DE or AT)
cart_valueYesTotal cart value in EUR (e.g. 49.99)

Output Schema

ParametersJSON Schema
NameRequiredDescription
shopYes
countryYes
currencyYes
cart_valueYes
shipping_costYes
free_shipping_thresholdNo
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, ensuring safety. The description adds value by specifying the output includes shipping tiers and next free-shipping threshold, going beyond 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?

Single sentence front-loaded with the verb and resource, no wasted words. Every part earns its place.

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 the presence of an output schema and rich annotations, the description fully covers what the agent needs to know: the parameters are clear, the return includes tiers and thresholds, and safety is assured.

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 descriptions for all three parameters. The description does not add new parameter details beyond what the schema already provides, meeting the 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?

The description clearly states 'Return the exact shipping cost' with specific resources (shop, country, cart value) and distinguishes from siblings by focusing on shipping breakdown, not product prices or shop info.

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

Usage Guidelines3/5

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

The description implies usage for querying shipping costs but does not explicitly state when to use this tool versus alternatives like get_best_price or optimize_cart. No exclusions or when-not-to-use guidance.

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

get_shop_infoGet Shop OverviewA
Read-onlyIdempotent
Inspect

Return an overview of the supported shops, including their shipping cost tiers, free-shipping thresholds, and supported countries (DE and AT).

ParametersJSON Schema
NameRequiredDescriptionDefault
countryNoFilter output to a specific country (optional — omit for both DE and AT)

Output Schema

ParametersJSON Schema
NameRequiredDescription
shopsYes
Behavior4/5

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

Annotations already indicate readOnlyHint, idempotentHint, and destructiveHint false, so the safety profile is clear. The description adds value by specifying the output content (shipping tiers, thresholds, countries) and scope (optional country filter), which is beyond what annotations convey.

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 is a single, well-structured sentence that conveys the purpose key details without any fluff. Every word serves the goal of describing the tool's function.

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, the description does not need to detail return values. It covers the high-level purpose and key parameters sufficiently. A minor gap is lack of mention of the output schema or example, but overall adequate for a read tool.

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?

The input schema has 100% coverage with a clear description for the only parameter. The description reinforces that DE and AT are supported but does not add new semantics beyond what the schema already provides.

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 tool returns an overview of supported shops, listing specific contents (shipping cost tiers, free-shipping thresholds, supported countries). This distinguishes it from sibling tools that focus on products, prices, or shipping breakdowns.

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

Usage Guidelines3/5

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

The description implies when to use (to get shop overview) but does not explicitly state when not to use or how it differs from alternatives like get_shipping_breakdown or search_product. No exclusions or selection criteria are provided.

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

optimize_cartOptimize Shopping CartA
Read-onlyIdempotent
Inspect

Find the cheapest way to buy multiple products together: computes the optimal split across shops — which items to order from which shop — accounting for each shop's shipping costs and free-shipping thresholds, and returns the lowest achievable total including shipping. Takes an array of EAN barcodes. For accurate results, call get_best_price for each EAN first, then call optimize_cart.

ParametersJSON Schema
NameRequiredDescriptionDefault
eansYesArray of EAN barcodes (8–14 digit numbers as strings, e.g. '4524667749493'). NOT URLs.
countryNoCountry for pricing and shipping (DE or AT, default DE)DE

Output Schema

ParametersJSON Schema
NameRequiredDescription
optimizationYes
savings_infoNo
stale_cache_warningNo
Behavior5/5

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

Annotations indicate read-only, idempotent, non-destructive. Description reinforces this by describing a computation that does not modify state, and adds behavioral context (dependency on prior pricing calls). No contradiction.

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 tightly packed with essential information: function, input, and prerequisite. No redundancy or unnecessary details.

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?

Combined with annotations and schema, the description provides all necessary context: what the tool does, when to call it, and what it needs. Output schema covers return values, making the description 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 covers 100% of parameters with descriptions. The description adds minor clarification (e.g., 'NOT URLs') but does not significantly enhance understanding beyond the schema.

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 explicitly states the tool computes the optimal split across shops to minimize total cost, including shipping. It specifies input (EAN barcodes) and clearly distinguishes from sibling tools by prescribing a prior call to get_best_price.

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 guidance: call get_best_price for each EAN first. Suggests appropriate usage context (after pricing) but does not explicitly state when not to use or list alternatives.

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

resolve_productResolve Product URLA
Read-onlyIdempotent
Inspect

Turn a product page URL from a supported shop into structured product data — EAN barcode, price, stock status, and a purchase link — so the EAN can then be used with get_best_price or optimize_cart. Multi-variant product families return a labeled candidate list (size/colour, price, EAN per variant): ask the user to pick a variant, then use that exact variant's EAN with the other tools.

ParametersJSON Schema
NameRequiredDescriptionDefault
urlYesProduct page URL from a supported shop (e.g. 'https://www.bike24.de/p2462871.html')
countryNoCountry for pricing (DE or AT, default DE)DE

Output Schema

ParametersJSON Schema
NameRequiredDescription
eanNo
axisNoVariant axis of the options: 'size', 'colour', 'mixed', 'size_name' or 'name'.
shopYes
brandNo
priceNo
statusNo'not_resolved' when the exact variant could not be determined; 'pick_variant' when labeled variant options are returned to choose from.
messageNo
optionsNoVariants of ONE product. Ask the user to pick one, then use that variant's EAN.
resolvedNo
family_urlNoBranded /go/ link to the product family page so the user can pick the variant.
product_nameYes
affiliate_urlNoAffiliate link for this product.
Behavior5/5

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

Annotations already declare readOnlyHint and idempotentHint; description adds context like returning labeled candidate lists for variants and that it is a safe read operation. No contradiction.

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 function, then multi-variant guidance. No redundancy, every sentence earns its place.

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?

Fully covers input, output, and edge cases (multi-variant) despite presence of output schema. Agent has all needed information to use tool correctly.

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 descriptions; description adds meaning by explaining 'supported shop' for URL and 'pricing' for country. Also contextualizes multi-variant handling beyond schema.

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 a specific verb ('Turn a product page URL') and resource ('structured product data') with clear outputs (EAN, price, stock, purchase link). It distinguishes from siblings by explaining the EAN usage with other tools like get_best_price or optimize_cart.

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?

Explicitly states when to use: to get EAN for downstream tools. For multi-variant products, it instructs to ask user to pick a variant and use that EAN with other tools, providing clear alternatives.

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

search_productSearch Bike ProductsA
Read-onlyIdempotent
Inspect

Search for bicycle parts, components, accessories, and cycling clothing by name, brand, or model number. Returns matching products sorted cheapest-first, each with its price, stock status, EAN barcode, and a direct purchase link. Supports DE and AT pricing. If you already have a product's EAN, use get_best_price instead.

ParametersJSON Schema
NameRequiredDescriptionDefault
qYesSearch keyword, min 2 chars. Multi-word queries use AND logic across product name, description, and specifications (e.g. 'shimano xt bremsbeläge')
shopNoRestrict results to a single supported shop (by id or name)
countryNoCountry for pricing (DE or AT, default DE)DE
categoryNoFilter by merchant category (partial match, e.g. 'Fahrräder' or 'Bremsen')
in_stockNoOnly return in-stock products (default true)
max_priceNoUpper price bound in EUR (inclusive)
max_resultsNoMax results (1–20, default 10)

Output Schema

ParametersJSON Schema
NameRequiredDescription
queryYes
resultsYes
next_stepsNo
total_resultsYes
Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true. Description adds sorting (cheapest-first), return fields (price, stock, EAN, link), and pricing support for DE/AT, providing behavioral details beyond 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?

Three sentences covering purpose, output, and alternative. Front-loaded and no redundant information. Every sentence earns its place.

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 7 parameters and output schema, description covers purpose, usage, output, and sibling tool. Lacks mention of error handling or pagination, but with max_results and schema coverage, 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 coverage is 100% with descriptions for all 7 parameters. Description restates some (name, brand, model, DE/AT) but adds no new semantic meaning beyond schema. Baseline score applies.

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 uses specific verb 'Search' and resource 'bicycle parts... by name, brand, or model number'. It also distinguishes from sibling tool get_best_price by noting alternative use when EAN is available.

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?

Explicitly states when to use search (by keyword) and when to use alternative (get_best_price with EAN). Mentions supported countries (DE/AT). Could add more exclusions but provides clear context.

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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