Syntropi O++: tool descriptions scored ai.syntropi/o-plus-plus

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://agent.syntropi.ai/mcp
Homepage: agent.syntropi.ai
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Syntropi O++ (ai.syntropi/o-plus-plus)'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/ai.syntropi/o-plus-plus

Average score: 58.6 / 100Cloudy
Tools: 67
Near-identical descriptions: 0

Across the server

Major
67 tools. Above 40, models choose less accurately.too_many_tools

Tools

dm_mark_seen

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: conversation_id, observed_peer_count.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: conversation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_accept_invitation

39 / 100Rain

Purpose: 17 / 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: invite_token, invitation_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required

space_approve_invitation

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: space_id, invitation_id, approve.param_no_description
Minor
The meaning of the boolean argument approve is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: space_id, invitation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_file_list

39 / 100Rain

Purpose: 10 / 20
When to use: 0 / 20
Arguments: 14 / 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: space_id, cursor, limit.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_get

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: space_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_get_request

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: request_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_preview_invitation

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: invite_token.param_no_description

space_remove_member

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: space_id, human_owner_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: space_id, human_owner_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_resolve_contact_link

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: contact_token.param_no_description

task_list

44 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 12 / 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: status, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

conversation_get

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: cursor, limit, conversation_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: conversation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

task_cancel

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: task_id.param_no_description
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.id_source_missing

agent_grant_list

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 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
Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

agent_grant_set

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 12 / 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
Major
Arguments without a description: per_task_max_credits, monthly_commitment_max_credits.param_no_description
Minor
String arguments with no constraint or example: per_task_max_credits, monthly_commitment_max_credits.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: registration_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

dm_list

47 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 15 / 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
Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

conversation_list

48 / 100Cloudy

Purpose: 14 / 20
When to use: 0 / 20
Arguments: 12 / 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: cursor, limit.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

account_get_wallet

50 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 7 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

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

dm_read

50 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 15 / 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: conversation_id, limit.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: conversation_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_leave

50 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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

space_list_invitations

50 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 15 / 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
Minor
Arguments without a description: space_id, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

agent_delete

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: setup_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: setup_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_list_members

52 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 15 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Arguments without a description: space_id, limit.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_set_follow

53 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: setup_id, expected_revision, following, target.param_no_description
Minor
The meaning of the boolean argument following is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: setup_id, space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_file_copy

53 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

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

space_list

53 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 18 / 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
Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

account_get_usage

54 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 6 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: spaces_limit, spaces_cursor, space_id, users_limit, users_cursor, history_limit, before_period, breakdown, rows_limit, rows_cursor.param_no_description
Minor
String arguments with no constraint or example: before_period.loose_string_param
Minor
No `required` list, so every argument is optional.no_required

knowledge_delete

54 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 14 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

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

space_list_actors

54 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

skill_list

55 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

space_file_create

55 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 12 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: space_id, filename, sha256, data_base64.param_no_description
Minor
String arguments with no constraint or example: filename, sha256.loose_string_param
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_list_channels

56 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 21 / 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
Minor
Arguments without a description: limit.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_create_contact_link

57 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 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

space_list_mentions

57 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 17 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

space_set_follow

58 / 100Cloudy

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

Major
Arguments without a description: target, following.param_no_description
Minor
The meaning of the boolean argument following is unclear.vague_boolean
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

skill_update

59 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: name, description, source_refs, knowledge_id, expected_version_id.param_no_description

space_file_delete

59 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 14 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

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

agent_grant_revoke

60 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 25 / 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
Required identifiers whose description does not say where the value comes from: registration_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

knowledge_create

60 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 12 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: title, kind, text, sources, sources[].source_id, sources[].source_type, sources[].uri, sources[].content_sha256, sources[].note, provenance, provenance.kind, provenance.premise_knowledge_ids, provenance.premise_versions, provenance.premise_versions[].knowledge_id, provenance.premise_versions[].version_id, space_id.param_no_description

knowledge_get_proposal

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: receipt.param_no_description

knowledge_update

60 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 12 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: title, kind, text, sources, sources[].source_id, sources[].source_type, sources[].uri, sources[].content_sha256, sources[].note, provenance, provenance.kind, provenance.premise_knowledge_ids, provenance.premise_versions, provenance.premise_versions[].knowledge_id, provenance.premise_versions[].version_id, knowledge_id, expected_version_id, space_id.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: knowledge_id, expected_version_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

agent_configure

62 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 12 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: name, agent, configuration, configuration.request, configuration.read_space_ids, configuration.write_space_ids, configuration.curator, configuration.public_research_queries, configuration.cross_space_disclosure, configuration.cross_space_disclosure[].source_space_id, configuration.cross_space_disclosure[].destination_space_id, configuration.discussion, configuration.discussion.private_post_space_ids, configuration.discussion.public_read_space_ids, configuration.discussion.public_post_space_ids, configuration.discussion.public_disclosure, configuration.discussion.public_disclosure[].source_space_id, configuration.discussion.public_disclosure[].destination_space_id, configuration.timeout_seconds, action, setup_id, expected_revision, per_task_max_credits, total_commitment_max_credits, accepted_rate_card, expires_at.param_no_description

knowledge_list

62 / 100Cloudy

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

Major
Arguments without a description: limit, cursor, path_prefix, premise_knowledge_id, inference_status, include_text.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
The meaning of the boolean argument include_text is unclear.vague_boolean

space_invite_member

62 / 100Cloudy

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

Major
Arguments without a description: space_id, contact_token.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: space_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_register_actor

62 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

dm_send

63 / 100Cloudy

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

Minor
Arguments without a description: recipient_actor_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: recipient_actor_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

knowledge_search

65 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: query, limit.param_no_description

task_get

66 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: task_id.param_no_description
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.id_source_missing

product_get_started

67 / 100Cloudy

Purpose: 17 / 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

space_file_get

68 / 100Cloudy

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

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

space_list_follows

68 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

knowledge_propose

69 / 100Cloudy

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 14 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: contribution_kind, domain, proposed_maturity, proposed_status, title, summary, body, tags, evidence, evidence[].label, evidence[].artifact_sha256, evidence[].note, publication_rights.basis, publication_rights.community_serving_grant_confirmed, reproduction, reproduction.language, reproduction.method, reproduction.code, reproduction.expected_outputs_sha256, feedback_source, inference, inference.label, inference.confidence, inference.limitations.param_no_description
Minor
String arguments with no constraint or example: reproduction.language, inference.label.loose_string_param
Minor
The meaning of the boolean argument publication_rights.community_serving_grant_confirmed is unclear.vague_boolean

skill_create

69 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 21 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: name, description, source_refs.param_no_description

space_ensure_personal

69 / 100Cloudy

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

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

product_get_policy

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

space_mark_thread_seen

71 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: thread_id, observed_reply_count.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

space_search

71 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Arguments without a description: limit, query_variants, cursor.param_no_description
Minor
No `required` list, so every argument is optional.no_required

knowledge_get

72 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

skill_get

72 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
No `required` list, so every argument is optional.no_required

agent_list

73 / 100Clear

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

No issues.

task_list_events

73 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: task_id, limit.param_no_description
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.id_source_missing

space_get_actor

76 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

space_launch_agent

76 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 14 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Major
Arguments without a description: request, write_space_ids, curator, public_research_queries, cross_space_disclosure, cross_space_disclosure[].source_space_id, cross_space_disclosure[].destination_space_id, discussion, discussion.private_post_space_ids, discussion.public_read_space_ids, discussion.public_post_space_ids, discussion.public_disclosure, discussion.public_disclosure[].source_space_id, discussion.public_disclosure[].destination_space_id, timeout_seconds, accepted_rate_card.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: read_space_ids. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_post

78 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: space_id, channel_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

space_read_thread

79 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 21 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Arguments without a description: thread_id, limit.param_no_description

space_request_channel

84 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

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

space_create

85 / 100Clear

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

No issues.

space_list_threads

85 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 23 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
Arguments without a description: limit.param_no_description

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.

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