Calera Infinite Context (ICX) — Persistent Memory

Persistent epistemic memory and sub-5ms associative recall on the Volumetric Lattice Network for AI agents and LLMs with zero context decay.

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What it can do

  • Icx Inspect Space: Audits and retrieves real-time telemetry for a partitioned memory space on the Volumetric Lattice Network (active node count, total synapses, response map facts, memory byte size, a
  • Icx Quote Slot: Deterministic zero-LLM verbatim register quoting by document family and ordinal slot index. Returns exact character-for-character stored bodies (e.g. quote exact contract amendment or
  • Icx Recall Scoped: Performs geodesic associative recall across the Volumetric Lattice Network to retrieve exact Grounded Facts, citations, and provenance records without needle loss or context compres

What data it sees

Do you need an account

No: the server works without sign-in

Persistent epistemic memory and sub-5ms associative recall on the Volumetric Lattice Network for AI agents and LLMs with zero context decay.

Key Capabilities:

  • Reduce Context windows up to 90%
  • Sub-5ms Recall: $O(1)$ topological associative recall across infinite context.
  • Zero Attention Decay: Ingest documents and conversations into permanent simplicial lattice nodes without loss.
  • Deterministic Quotes: Verbatim quote retrieval without LLM token diffusion.
  • 6 Certified Tools: icx_remember, icx_recall_scoped, icx_search_facts, icx_quote_slot, icx_inspect_space, icx_reset_session.

How to connect

How to connect Calera Infinite Context (ICX) — Persistent Memory to Claude

The server address to paste into Claude settings:

https://icx-mcp--calera-labs.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect Calera Infinite Context (ICX) — Persistent Memory to ChatGPT

The server address to paste into ChatGPT settings:

https://icx-mcp--calera-labs.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect Calera Infinite Context (ICX) — Persistent Memory to Cursor

The server address to paste into Cursor settings:

https://icx-mcp--calera-labs.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (6)

Raw names from tools/list. Only developers need these.

icx_inspect_spaceAudits and retrieves real-time telemetry for a partitioned memory space on the Volumetric Lattice Network (active node count, total synapses, response map facts, memory byte size, and contradiction alerts).
icx_quote_slotDeterministic zero-LLM verbatim register quoting by document family and ordinal slot index. Returns exact character-for-character stored bodies (e.g. quote exact contract amendment or code revision without AI rewriting).
icx_recall_scopedPerforms geodesic associative recall across the Volumetric Lattice Network to retrieve exact Grounded Facts, citations, and provenance records without needle loss or context compression.
icx_rememberIngests text, documents, code snippets, or conversational facts directly into the Volumetric Lattice Network memory manifold. Automatically forms simplicial pathways with sub-5ms crystallization and zero context window decay.
icx_reset_sessionResets conversational dialogue history for a session while strictly preserving all underlying crystallized knowledge, learned facts, and document weights in the memory space.
icx_search_factsSearches simplicial lattice nodes and decoded facts by partial query overlap and manifold proximity across the active memory space.