# com.lvlltd/skill-market: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.lvlltd%2Fskill-market/versions/latest)
- Connected to: https://lvlltd.com/api/mcp
- Homepage: https://lvlltd.com/
- Repository: https://github.com/lvlltd/lvlltd-agent-marketplace
- Scoring rules: v2
- Tools: 59
- Average: 24.3 / 100 (Rain)
- Near-identical pairs: 2

This page shows how com.lvlltd/skill-market'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: 59 tools. Above 40, models choose less accurately.

## Tools

- `event_list`: 6 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: topic, limit.
  - Minor: String arguments with no constraint or example: topic.
  - 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.
- `a2a_tasks_cancel`: 9 / 100
  - Major: The description only restates the name (9 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: task_id.
  - Minor: String arguments with no constraint or example: task_id.
  - 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: task_id. Name the tool or the place that returns it, or models look it up first.
- `get_skill_details`: 9 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `memory_forget`: 9 / 100
  - Major: The description only restates the name (7 words).
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: key, namespace.
  - Minor: String arguments with no constraint or example: key, namespace.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Major: It may be destructive, but destructiveHint is not set.
- `quote_skill`: 9 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `a2a_tasks_get`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: task_id, history_length.
  - Minor: String arguments with no constraint or example: task_id.
  - 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: task_id. Name the tool or the place that returns it, or models look it up first.
- `get_commerce_signals`: 13 / 100
  - Major: The description is too short (7 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: sort, limit, skill_id.
  - Minor: String arguments with no constraint or example: sort, skill_id.
  - Minor: No `required` list, so every argument is optional.
  - 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.
- `get_eval_score`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `get_pack_meta`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `get_security_scan`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `intent_search`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: q, limit.
  - Minor: String arguments with no constraint or example: q.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `memory_recall`: 13 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: key, namespace.
  - Minor: String arguments with no constraint or example: key, namespace.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_sandbox`: 14 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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_judges`: 14 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id, limit.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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.
- `long_running_cancel`: 16 / 100
  - Major: The description is too short (6 words).
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: task_id.
  - Minor: String arguments with no constraint or example: task_id.
  - 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: task_id. Name the tool or the place that returns it, or models look it up first.
- `long_running_status`: 16 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: task_id.
  - Minor: String arguments with no constraint or example: task_id.
  - 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: task_id. Name the tool or the place that returns it, or models look it up first.
- `bankr_quote`: 17 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `get_payment_challenge`: 17 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `lookup_agent_identity`: 17 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: address.
  - Minor: String arguments with no constraint or example: address.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `verify_unlock`: 18 / 100
  - Major: Arguments without a description: skill_id, tx_hash.
  - Minor: String arguments with no constraint or example: skill_id, tx_hash.
  - 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_proof`: 19 / 100
  - Major: Arguments without a description: skill_id, limit.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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.
- `receipt_mint`: 19 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: decision_point, reason_code, reason_message, actor_id, inputs, policy_version.
  - Minor: String arguments with no constraint or example: decision_point, verdict, reason_code, reason_message, actor_id, policy_version.
  - 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.
- `event_trigger`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: topic, payload.
  - Minor: String arguments with no constraint or example: topic.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `memory_remember`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: key, value, namespace, ttl_sec.
  - Minor: String arguments with no constraint or example: key, namespace.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `post_intent`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: title, description, success_criteria, bounty_usd, tags, poster.
  - Minor: String arguments with no constraint or example: title, description, poster.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `quote_price`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `search_skills`: 20 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: q, category, max_price_usd, tag, limit.
  - Minor: String arguments with no constraint or example: q, category, tag.
  - 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.
- `sco_challenge`: 21 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: target_cid, counter_proof, stake_usd, challenger_id, challenge_cid, reason.
  - Minor: String arguments with no constraint or example: action, target_cid, challenger_id, challenge_cid, reason.
  - Minor: No `required` list, so every argument is optional.
  - 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.
- `memory_list`: 22 / 100
  - Major: Arguments without a description: namespace, limit.
  - Minor: String arguments with no constraint or example: namespace.
  - 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.
- `sco_reputation`: 22 / 100
  - Major: Arguments without a description: oracle_id.
  - Minor: String arguments with no constraint or example: oracle_id.
  - 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: oracle_id. Name the tool or the place that returns it, or models look it up first.
- `verify_skill`: 22 / 100
  - Major: Arguments without a description: skill_id, tx_hash.
  - Minor: String arguments with no constraint or example: skill_id, tx_hash.
  - 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.
- `event_register`: 23 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: topic, handler_hint, ttl_sec.
  - Minor: String arguments with no constraint or example: topic, handler_hint.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `sco_canary`: 23 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: oracle_id, query.
  - Minor: String arguments with no constraint or example: oracle_id.
  - 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: oracle_id. Name the tool or the place that returns it, or models look it up first.
- `meter_budget`: 24 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: wallet, skill_id, spend_cap_usd.
  - Minor: String arguments with no constraint or example: wallet, skill_id.
  - 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.
- `check_access`: 25 / 100
  - Major: Arguments without a description: wallet, skill_id.
  - Minor: String arguments with no constraint or example: wallet, skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `purchase_skill`: 26 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: skill_id, tx_hash.
  - Minor: String arguments with no constraint or example: skill_id, tx_hash.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `subscribe_plan`: 26 / 100
  - Major: Arguments without a description: plan_id, wallet, tx_hash.
  - Minor: String arguments with no constraint or example: plan_id, wallet, tx_hash.
  - 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: plan_id. Name the tool or the place that returns it, or models look it up first.
- `install_skill_payload`: 27 / 100
  - Major: Arguments without a description: skill_id, tx_hash, agents.
  - Minor: String arguments with no constraint or example: skill_id, tx_hash, agents.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `list_all_skills`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: category.
  - Minor: String arguments with no constraint or example: category.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `long_running_start`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: goal, skill_id, actor, ttl_sec.
  - Minor: String arguments with no constraint or example: goal, skill_id, actor.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `a2a_message_send`: 28 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: context_id.
  - Minor: String arguments with no constraint or example: text, context_id.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `esp_cycle`: 29 / 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.
- `install`: 30 / 100
  - Major: Arguments without a description: skill_id, tx_hash, agents.
  - Minor: String arguments with no constraint or example: skill_id, tx_hash, agents.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `get_fleet`: 31 / 100
  - Major: The description only restates the name (9 words).
  - 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.
- `esp_evaluate`: 32 / 100
  - Major: Arguments without a description: skill_id.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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: skill_id. Name the tool or the place that returns it, or models look it up first.
- `list_recurring_plans`: 32 / 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.
- `a2a_discover`: 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_capability_info`: 35 / 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.
- `paid_api_call`: 37 / 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.
- `sco_consensus`: 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.
- `get_escrow_meta`: 38 / 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.
- `bankr_rails`: 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.
- `get_networks`: 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.
- `sco_eval`: 42 / 100
  - 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: oracle_id. Name the tool or the place that returns it, or models look it up first.
- `receipt_verify`: 43 / 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.
- `a2a_bridge_info`: 44 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `esp_discover`: 49 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_ready`: 49 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `sco_discover`: 49 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.

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