Agent Decision & Evidence Tools (MCP + x402): tool descriptions scored io.github.PatrickPi1312/eu-compliance

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://mcp.eucompliance.tools/mcp
Homepage: eucompliance.tools
Repository: github.com/PatrickPi1312/eucompliance-tools
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Agent Decision & Evidence Tools (MCP + x402) (io.github.PatrickPi1312/eu-compliance)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/io.github.PatrickPi1312/eu-compliance

Average score: 51.3 / 100Cloudy
Tools: 41
Near-identical descriptions: 1

Across the server

Major
41 tools. Above 40, models choose less accurately.too_many_tools
Minor
The server's instructions are 2637 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.instructions_long

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
agentllm_basic	agentllm_plus	0.76	0.33

Tools

check_counterparty_eu

36 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name, vat, iban, country, own_country, relationship, type, b2b.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument b2b is unclear.vague_boolean

agentllm_micro

39 / 100Rain

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: prompt, system, max_tokens.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

lookup_company_eu

40 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: country, name, id.param_no_description
Minor
String arguments with no constraint or example: country.loose_string_param

invoice_to_pay_dossier_eu

41 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: buyer_country, expected_amount, expected_currency, trusted_payee_iban, invoice_xml, document_base64, filename, expected_supplier_vat, expected_supplier_name, expected_buyer_vat, purchase_order_reference, supply_type, b2b.param_no_description
Minor
String arguments with no constraint or example: expected_amount, trusted_payee_iban.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument b2b is unclear.vague_boolean

agent_spend_statement

42 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: wallet, days, format.param_no_description
Minor
String arguments with no constraint or example: wallet.loose_string_param

ai_act_disclosure

42 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: content, content_sha256, model, model_provider, deployer, kind, language.param_no_description
Minor
No `required` list, so every argument is optional.no_required

contract_info

42 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: address, chain.param_no_description

validate_iban

42 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: iban.param_no_description

screen_sanctions_eu

43 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 8 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name, country, threshold, lists.param_no_description
Minor
String arguments with no constraint or example: name.loose_string_param

prepare_invoice_to_pay_eu

44 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 9 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: buyer_country, expected_amount, expected_currency, trusted_payee_iban, invoice_xml, document_base64, filename, expected_supplier_vat, expected_supplier_name, expected_buyer_vat, purchase_order_reference, supply_type, b2b.param_no_description
Minor
String arguments with no constraint or example: expected_amount, trusted_payee_iban.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
The meaning of the boolean argument b2b is unclear.vague_boolean

read_url

45 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: url, format.param_no_description

validate_einvoice_eu

45 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: xml.param_no_description

spot_price

46 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: symbol.param_no_description
Minor
No `required` list, so every argument is optional.no_required

agentllm_basic

49 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: prompt, system, max_tokens.param_no_description
Minor
Its description is nearly the same as agentllm_plus's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use agentllm_plus instead.confusable_pair
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

agentllm_plus

49 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: prompt, system, max_tokens.param_no_description
Minor
Its description is nearly the same as agentllm_basic's (similarity 0.76); only the names and schemas tell them apart. Say in this description when to use agentllm_basic instead.confusable_pair
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

coin_positioning_brief

49 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: symbol.param_no_description
Minor
No `required` list, so every argument is optional.no_required

counterparty_dossier_eu

49 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: name, vat, iban, country, registration_id, require_register.param_no_description
Minor
The meaning of the boolean argument require_register is unclear.vague_boolean

market_data

49 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: product.param_no_description
Minor
No `required` list, so every argument is optional.no_required

must_verify_before_pay

49 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: payee_name, payee_vat, payee_iban, country, amount, currency.param_no_description
Minor
String arguments with no constraint or example: payee_name, payee_vat, payee_iban.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

wallet_balance

49 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: address, chain.param_no_description

gas_estimate

51 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: chain, sender, to, data, value_native.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

eu_vat_rules

52 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: supplier, customer, b2b, type, customer_vat_valid, above_oss_threshold.param_no_description
Minor
String arguments with no constraint or example: supplier, customer.loose_string_param
Minor
The meaning of the boolean argument b2b is unclear.vague_boolean

perp_market_data

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: coin, top.param_no_description
Minor
No `required` list, so every argument is optional.no_required

prepare_x402_purchase_guard

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: payment_required.param_no_description

token_status

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: token, owner, chain, spender.param_no_description

tx_status

52 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: tx_hash, chain.param_no_description

verify_compliance_receipt

52 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: document_json.param_no_description

validate_vat

53 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: vat_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: vat_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

prepare_agentllm

55 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: prompt, tier, system, max_tokens.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

prepare_agentllm_micro

55 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: prompt, system, max_tokens.param_no_description

rpc_read_batch

58 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: requests, requests[].jsonrpc.param_no_description

prepare_us_import_readiness

59 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 12 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: dispatch_country, product_name, product_description, material_or_composition, intended_use, customs_value_usd, quantity, importer_use, merchant_forwarding_policy, risk_answers, risk_answers.battery, risk_answers.food_or_supplement, risk_answers.drug_or_medical_device, risk_answers.cosmetic, risk_answers.plant_seed_or_animal_product, risk_answers.chemical_or_hazmat, risk_answers.alcohol_or_tobacco, risk_answers.weapon_or_weapon_part, risk_answers.counterfeit_or_unlicensed_replica, risk_answers.radio_transmitter, risk_answers.childrens_product, destination_country, brand, model.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

recommend_agent_tool

59 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 12 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: goal, category, country, chain, max_price_usdc, max_results, prefer_free.param_no_description
Minor
The meaning of the boolean argument prefer_free is unclear.vague_boolean

recover_us_import_readiness

59 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: job_id, recovery_secret.param_no_description
Minor
String arguments with no constraint or example: recovery_secret.loose_string_param
Minor
Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

tx_preflight

60 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: sender, to, chain, data, value_eth, token, amount, spender.param_no_description

us_import_readiness_guard

60 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: dispatch_country, product_name, product_description, material_or_composition, intended_use, customs_value_usd, quantity, importer_use, merchant_forwarding_policy, risk_answers, risk_answers.battery, risk_answers.food_or_supplement, risk_answers.drug_or_medical_device, risk_answers.cosmetic, risk_answers.plant_seed_or_animal_product, risk_answers.chemical_or_hazmat, risk_answers.alcohol_or_tobacco, risk_answers.weapon_or_weapon_part, risk_answers.counterfeit_or_unlicensed_replica, risk_answers.radio_transmitter, risk_answers.childrens_product, destination_country, brand, model.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

open_social_search

62 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: query, limit.param_no_description
Minor
String arguments with no constraint or example: query.loose_string_param

market_history

64 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 7 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: product, days, resolution.param_no_description
Minor
String arguments with no constraint or example: product.loose_string_param

market_decision_pack

67 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

x402_purchase_guard

69 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 9 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: payment_required, resource_url, resource_method, max_price_usdc, allowed_networks, expected_pay_to.param_no_description
Minor
String arguments with no constraint or example: expected_pay_to.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

soft_commodity_stress

70 / 100Clear

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 25 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

All scored servers