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

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/market.awareness%2Fawareness/versions/latest)
- Connected to: https://awareness.market/mcp
- Scoring rules: v2
- Tools: 19
- Average: 48.8 / 100 (Cloudy)
- Near-identical pairs: 0

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.

## Across the server

No server-wide issues.

## Tools

- `awareness_related`: 29 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: entity_id, max_hops, limit, memory_id, api_key.
  - Minor: String arguments with no constraint or example: entity_id.
  - Minor: Says nothing about what it returns.
- `awareness_facts`: 38 / 100
  - Major: Arguments without a description: subject_id, predicate, active_only, as_of, limit, memory_id, api_key.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument active_only is unclear.
  - Minor: Says nothing about what it returns.
- `awareness_timeline`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: entity_id, predicate, limit, offset, memory_id, api_key.
  - Minor: String arguments with no constraint or example: entity_id.
  - 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.
- `awareness_mark_skill_used`: 40 / 100
  - Major: Arguments without a description: skill_id, outcome, memory_id, api_key.
  - Minor: String arguments with no constraint or example: skill_id.
  - Minor: Says nothing about what it returns.
  - Major: It may be destructive, but destructiveHint is not set.
  - 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.
- `awareness_agent_detail`: 45 / 100
  - Major: Arguments without a description: id_or_slug.
  - Minor: String arguments with no constraint or example: id_or_slug.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `awareness_get_agent_prompt`: 46 / 100
  - Major: Arguments without a description: agent_role, memory_id, api_key.
  - Minor: String arguments with no constraint or example: agent_role.
- `awareness_apply_skill`: 47 / 100
  - Major: Arguments without a description: skill_id, context, memory_id, api_key.
  - Minor: String arguments with no constraint or example: skill_id.
  - 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.
- `awareness_chat_agent`: 47 / 100
  - Major: Arguments without a description: slug, message, api_key.
  - Minor: String arguments with no constraint or example: slug, message.
- `awareness_hire_agent`: 47 / 100
  - Major: Arguments without a description: slug, api_key.
  - Minor: String arguments with no constraint or example: slug.
- `awareness_lookup`: 48 / 100
  - 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.
  - Minor: String arguments with no constraint or example: type.
  - Minor: The meaning of the boolean argument include_completed is unclear.
  - Minor: Says nothing about what it returns.
- `awareness_search_knowledge`: 51 / 100
  - Major: Arguments without a description: query, domain, topic, top_k, include_graph.
  - Minor: String arguments with no constraint or example: query.
  - Minor: The meaning of the boolean argument include_graph is unclear.
- `awareness_recall`: 53 / 100
  - 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.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument reconstruct_chunks is unclear.
  - Minor: The meaning of the boolean argument include_raw_chunks is unclear.
  - Minor: The meaning of the boolean argument multi_level is unclear.
  - Minor: The meaning of the boolean argument cluster_expand is unclear.
  - Minor: The meaning of the boolean argument document_graph_expand is unclear.
  - Minor: The meaning of the boolean argument include_installed is unclear.
  - Minor: Says nothing about what it returns.
  - 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.
- `awareness_find_agents`: 55 / 100
  - Major: Arguments without a description: query, category, sort_by, price_filter, limit.
  - Minor: No `required` list, so every argument is optional.
- `awareness_find_deals`: 55 / 100
  - Major: Arguments without a description: query, direction, category, region, limit.
  - Minor: No `required` list, so every argument is optional.
- `awareness_init`: 55 / 100
  - Major: Arguments without a description: memory_id, source, days, max_cards, max_tasks, user_id, agent_role, client_capabilities, query, rules_version, api_key.
  - Minor: No `required` list, so every argument is optional.
- `awareness_record`: 55 / 100
  - Minor: The description is long (443 words). It helps selection but costs steps and tokens.
  - 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.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument generate_summary is unclear.
- `awareness_run_agent_task`: 55 / 100
  - Major: Arguments without a description: agent_slug, memory_id, title, description, budget_credits, api_key.
  - Minor: String arguments with no constraint or example: agent_slug, memory_id, title.
  - 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.
- `awareness_publish_deal`: 60 / 100
  - Major: Arguments without a description: direction, category, title, body, region, contact_visibility.
  - Minor: String arguments with no constraint or example: direction, category, title, body.
- `__awareness_workflow__`: 62 / 100

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