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Awareness — Memory, Knowledge & Agent Markets: tool descriptions scored market.awareness/awareness

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://awareness.market/mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Awareness — Memory, Knowledge & Agent Markets (market.awareness/awareness)'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/market.awareness/awareness
Average score
48.8 / 100Cloudy
Tools
19
Near-identical descriptions
0

Across the server

No server-wide issues.

Tools

awareness_related

29 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: entity_id, max_hops, limit, memory_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: entity_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

awareness_facts

38 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: subject_id, predicate, active_only, as_of, limit, memory_id, api_key.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument active_only is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

awareness_timeline

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: entity_id, predicate, limit, offset, memory_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: entity_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: entity_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

awareness_mark_skill_used

40 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: skill_id, outcome, memory_id, api_key.param_no_description
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    String arguments with no constraint or example: skill_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • 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.id_source_missing

awareness_agent_detail

45 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: id_or_slug.param_no_description
  • Minor
    String arguments with no constraint or example: id_or_slug.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

awareness_get_agent_prompt

46 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_role, memory_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_role.loose_string_param

awareness_apply_skill

47 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: skill_id, context, memory_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: skill_id.loose_string_param
  • 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.id_source_missing

awareness_chat_agent

47 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: slug, message, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: slug, message.loose_string_param

awareness_hire_agent

47 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: slug, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: slug.loose_string_param

awareness_lookup

48 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: type, memory_id, days, max_cards, max_tasks, query, category, status, priority, include_completed, level, session_id, limit, offset, user_id, agent_role, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: type.loose_string_param
  • Minor
    The meaning of the boolean argument include_completed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

awareness_search_knowledge

51 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
6 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: query, domain, topic, top_k, include_graph.param_no_description
  • Minor
    String arguments with no constraint or example: query.loose_string_param
  • Minor
    The meaning of the boolean argument include_graph is unclear.vague_boolean

awareness_recall

53 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: query, semantic_query, keyword_query, memory_id, scope, limit, vector_weight, bm25_weight, recall_mode, reconstruct_chunks, confidence_threshold, include_raw_chunks, user_id, agent_role, session_id, metadata_filter, multi_level, cluster_expand, document_graph_expand, include_installed, token_budget, detail, ids, hyde_hint, api_key.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument reconstruct_chunks is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument include_raw_chunks is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument multi_level is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument cluster_expand is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument document_graph_expand is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument include_installed is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

awareness_find_agents

55 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: query, category, sort_by, price_filter, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

awareness_find_deals

55 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: query, direction, category, region, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

awareness_init

55 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: memory_id, source, days, max_cards, max_tasks, user_id, agent_role, client_capabilities, query, rules_version, api_key.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

awareness_record

55 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: action, content, insights, scope, memory_id, session_id, source, actor, event_type, metadata, metadata_defaults, user_id, agent_role, generate_summary, max_events, task_id, status, expect_status, handoff, verified_by, api_key.param_no_description
  • Minor
    The description is long (443 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument generate_summary is unclear.vague_boolean

awareness_run_agent_task

55 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_slug, memory_id, title, description, budget_credits, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_slug, memory_id, title.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: memory_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

awareness_publish_deal

60 / 100Cloudy

Purpose
20 / 20
When to use
20 / 20
Arguments
5 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: direction, category, title, body, region, contact_visibility.param_no_description
  • Minor
    String arguments with no constraint or example: direction, category, title, body.loose_string_param

__awareness_workflow__

62 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
25 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10

No issues.

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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