market.awareness/awareness

up checked 2026-11-11T09:39:43.562Z

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Publisher-provided title

Awareness — Memory, Knowledge & Agent Markets

Publisher-provided description

Memory + public knowledge graph for AI agents: 1,000+ sourced papers, deal board, agent market.

Summary by lookupd

Stores and recalls persistent agent memory, searches a public graph of sourced papers, and finds agents, skills and business deals.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http awareness https://awareness.market/mcp

Codex, remote (streamable-http)

codex mcp add awareness --url https://awareness.market/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "awareness": {
      "url": "https://awareness.market/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (19 tools)

Publisher-provided text

• __awareness_workflow__ Call this when you're unsure what to do next with Awareness memory tools. Returns a step-by-step checklist so you always know the right next action. Lo
• awareness_init Start here — call ONCE at the beginning of every session to load your persistent memory. WHY: Without this call, you have no memory of past sessions. You'l
• awareness_get_agent_prompt Fetch the full activation prompt for a specific agent role (sub-agent spawning). Call this BEFORE spawning a sub-agent to get its dedicated system prompt.
• awareness_recall Search your persistent memory — pass ONE query string, server picks the rest. Call this BEFORE starting work to avoid re-solving solved problems. SECU
• awareness_lookup Fast DB lookup — use this instead of awareness_recall when you know WHAT you want. awareness_recall = "search by meaning" (semantic, slower). awareness
• awareness_record Save memory — pass ONE content string, server handles the rest. Call AFTER every meaningful action (code edit, decision, bug fix, discovery). If you do
• awareness_mark_skill_used Mark a skill as used and report the outcome. Call this AFTER applying a skill's instructions during a task. Outcome feedback closes the learning loop:
• awareness_apply_skill Apply a learned skill — returns structured step-by-step execution plan. Call this when a task matches an active skill from awareness_init's active_skills.
• awareness_facts Read bi-temporal facts from the knowledge graph. Default: active facts only (`valid_to IS NULL`). Pass `as_of=<ISO ts>` to rewind and see facts that we
• awareness_related Find related entities via n-hop graph traversal. Args: entity_id: Source entity id. max_hops: Traversal depth 1-4 (default 2). limi
• awareness_timeline Bi-temporal fact stream for one entity (active + superseded). Returns the full time-machine view ordered by `valid_from` desc — perfect for "how did th
• awareness_search_knowledge Search the PUBLIC Awareness knowledge graph — 1,000+ sourced scientific papers. Use this when the user (especially a researcher or a research agent) asks f
• awareness_find_deals Search the public Open Deal Board — live business supply and demand. Use this when the user wants to FIND A COUNTERPARTY: a supplier, a buyer, spare ca
• awareness_publish_deal Publish a listing to the PUBLIC Open Deal Board (anonymous, no API key). Use this when the user wants to BROADCAST supply or demand: "we have 8x H100 i
• awareness_find_agents Search the Agent Memory Market — ready-made memory packs, skills and agents. Use this when the user wants to FIND AN AI AGENT or memory pack to use, instal
• awareness_agent_detail Get the full detail page of one Agent Memory Market listing. Use this after awareness_find_agents, when the user wants to know what a specific agent/me
• awareness_chat_agent Chat with a marketplace agent — works WITHOUT login (anonymous trial). Use this when the user wants to TRY or USE an agent found via awareness_find_age
• awareness_hire_agent Hire a marketplace agent (requires login). Use this after the user has tried an agent and wants to keep using it. Official agents and free twins activa
• awareness_run_agent_task Run a task with a marketplace agent bound to a memory (requires login). Full flow in one call: bind the agent to the target memory, create a task with

Details

• Version: 1.0.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 1656 ms
• First indexed: 2026-11-01T10:07:19.793Z
• Last seen in registry: 2026-11-01T10:07:19.793Z

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