# ca.veilpoint/opportunity-exchange: tool descriptions scored - tools/list taken: 2026-11-02 (UTC) - From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ca.veilpoint%2Fopportunity-exchange/versions/latest) - Connected to: https://veilpoint.ca/mcp - Homepage: https://veilpoint.ca/agents - Scoring rules: v2 - Tools: 72 - Average: 40.2 / 100 (Cloudy) - Near-identical pairs: 0 This page shows how ca.veilpoint/opportunity-exchange'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. ## Across the server - Major: 72 tools. Above 40, models choose less accurately. - Minor: The server's instructions are 4402 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. ## Tools - `get_business_health_markdown`: 17 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `get_emerging_signals`: 17 / 100 - Major: The description is too short (4 words). - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: limit, offset. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_business_health`: 20 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `get_health_action_history`: 20 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, checkId. - Minor: String arguments with no constraint or example: businessId, checkId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `set_website_domain`: 20 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, domain. - Minor: String arguments with no constraint or example: businessId, domain. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `report_health_action_complete`: 23 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, checkId. - Minor: String arguments with no constraint or example: businessId, checkId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId, checkId. Name the tool or the place that returns it, or models look it up first. - `start_health_action`: 23 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, checkId. - Minor: String arguments with no constraint or example: businessId, checkId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId, checkId. Name the tool or the place that returns it, or models look it up first. - `update_business_record`: 23 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, name, description, address, category, phone. - Minor: String arguments with no constraint or example: businessId, name, description, address, category, phone. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `explain_confidence`: 24 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: confidence. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_generated_asset`: 27 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: businessId, assetId. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId, assetId. Name the tool or the place that returns it, or models look it up first. - `get_sector`: 28 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `grant_business_consent`: 30 / 100 - Major: Arguments without a description: businessId, consentClass. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `run_business_study_markdown`: 30 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `explain_truth_state`: 31 / 100 - Major: Says nothing about when to use it, or when not to. - Major: Arguments without a description: truthState. - Minor: No `required` list, so every argument is optional. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_entity`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: type. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `get_role`: 32 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `check_opportunity_readiness`: 33 / 100 - Minor: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `get_evidence`: 34 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `rank_communities`: 34 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_entity_context`: 35 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: type. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `traverse_relationships`: 36 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: truthStates, minimumConfidence. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_business_evidence`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `get_community_profile`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `get_economic_signal`: 37 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first. - `find_connected_entities`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: truthStates, minimumConfidence. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_wage_evidence`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_wages`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_roles`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_sectors`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `search_entities`: 39 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `compare_outcomes`: 40 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `get_real_estate`: 40 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - `resolve_citation`: 40 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `search_employers`: 41 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `search_hiring_activity`: 41 / 100 - Minor: String arguments with no constraint or example: region, municipality. - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `compare_roles`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: ids. Name the tool or the place that returns it, or models look it up first. - `get_community_economy`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_data_providers`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_data_sources`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_labour_demand`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_trade_overview`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - `list_sandbox_businesses`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `search_businesses`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: q. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: municipalityId. Name the tool or the place that returns it, or models look it up first. - `search_licensed_businesses`: 42 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: String arguments with no constraint or example: q. - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `investigate_economic_question`: 43 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: Arguments without a description: entities[].type, entities[].id, minimumConfidence. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_rents`: 44 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_source_provenance`: 44 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `recheck_business_health`: 44 / 100 - Minor: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: Says nothing about what it returns. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `inspect_procurement_activity`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No `required` list, so every argument is optional. - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `summarize_credential_demand`: 46 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `assess_workforce_demand`: 47 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_economic_signals`: 47 / 100 - Minor: No `required` list, so every argument is optional. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_noc_groups`: 47 / 100 - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `resolve_entities`: 47 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `compare_communities`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_economy_overview`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `get_municipality_evidence_coverage`: 49 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `inspect_knowledge_frontier`: 49 / 100 - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `create_sandbox_business`: 50 / 100 - Minor: String arguments with no constraint or example: address, phone. - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `list_health_capabilities`: 50 / 100 - Minor: Says nothing about what it returns. - `run_business_study`: 50 / 100 - Minor: Arguments without a description: businessId. - Minor: String arguments with no constraint or example: businessId. - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `find_potential_customers`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `find_potential_suppliers`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - Minor: Required identifiers whose description does not say where the value comes from: businessId. Name the tool or the place that returns it, or models look it up first. - `get_knowledge_graph_status`: 52 / 100 - Major: Says nothing about when to use it, or when not to. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `check_business_health`: 53 / 100 - Minor: Arguments without a description: address, phone. - Minor: String arguments with no constraint or example: name, address, phone. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `check_comparability`: 54 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `query_knowledge_graph`: 54 / 100 - Minor: Arguments without a description: truthStates, minimumConfidence. - Minor: No `required` list, so every argument is optional. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `resolve_entity`: 54 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `compare_municipalities`: 55 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: Says nothing about what it returns. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `evaluate_pathways`: 56 / 100 - Minor: No `required` list, so every argument is optional. - `assess_procurement_relevance`: 57 / 100 - Minor: The description mentions none of its 3 or more arguments. - Minor: No constraints, side effects, auth or rate limits described, and no annotations. - `explain_business_claim`: 62 / 100 - Minor: No `required` list, so every argument is optional. 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