Skip to main content
Glama
SpreadBench NCSX-IS MCP Server

SpreadBench NCSX-IS MCP Server

SpreadBench NCSX-IS — MCP server

Official Model Context Protocol server for SpreadBench NCSX-IS, an issuance-spread benchmark for AI-infrastructure (Neocloud) bonds.

What NCSX-IS measures. For each constituent bond, the coupon minus the US Treasury yield of matching tenor on that bond's pricing date, weighted by face value. It is a point-in-time issuance spread — event-driven, no daily frequency, and not a traded CDS level or a rating. SpreadBench publishes no credit ratings and no investment advice.

Live data: https://spreadbench.com · Methodology + DOI: https://spreadbench.com/methodology.html · JSON API: https://spreadbench.com/api.html


Two ways to connect

1. Remote (streamable-http, nothing to install)

{
  "mcpServers": {
    "ncsx": {
      "type": "streamable-http",
      "url": "https://spreadbench.com/mcp"
    }
  }
}

Free, no API key, no signup.

2. Local (stdio, same tool set)

npm install -g github:BrianTian818/spreadbench-ncsx-mcp
# or, without npm registry:
npm install -g https://spreadbench.com/download/ncsx-mcp-0.3.0.tgz
{
  "mcpServers": {
    "ncsx": { "command": "ncsx-mcp" }
  }
}

Both transports share one tool definition file (tools.js), so they never drift apart.


Related MCP server: wrds-mcp

Tools

Fourteen read-only tools, all keyless. Every tool declares readOnlyHint: true / destructiveHint: false, so clients do not prompt for write permission.

Tool

Returns

ncsx_latest

Start here for "what is the level". Latest NCSX-IS reading, secured / unsecured sub-indices, constituent and issuer counts, notional, as-of date, methodology version, DOI, data_status

ncsx_index

Structural, not a single number. Full index definition, sub-index notionals, coverage notes

ncsx_constituents

The whole universe, no filter. All 13 constituent bonds: issuer, ticker, coupon, maturity, size, seniority, pricing date, matched Treasury, issuance spread in bp

ncsx_bond

Filtered lookup for one issuer — matches issuer / ticker / note keyword and returns only matching bonds

ncsx_curve

The Treasury par-yield curve used on the pricing date (14 tenors, linear interpolation, no extrapolation) plus recent history

ncsx_sector

US high-yield / investment-grade OAS reference series for comparison

ncsx_filings

SEC filing radar for 9 AI-infrastructure issuers, last 45 days, noise forms filtered; pricing-chain forms (FWP / 424B* / S-3*) flagged pricing_signal

ncsx_marks

Second, independent layer: quarterly fair-value marks from SEC Form N-PORT filings, converted to spread

ncsx_wall

Maturity wall by year with secured / unsecured split; pass year to drill into one cohort

ncsx_stories

Citable data stories recomputed live, each with headline numbers, bilingual page and a 1200x630 share card

ncsx_facts

16 quotable numbers, each with value, unit, as_of, a human-readable calc and a source; filter by id or q

ncsx_events

History as an event replay. 13 pricing events in order, level after each, change in bp and per-bond pull attribution (pull_bp), so pulls sum to the event delta; filter by since or ticker

ncsx_ruler

Reverse pricing. Given a coupon and a tenor: interpolated Treasury (never extrapolated), issuance spread, rank among the 13, gap to the index level and to the same-structure tier, and the index level after adding the bond at a given size. Pass issuer to get that issuer's own bonds already in the index as a pricing history. Recomputed on every call — nothing is stored. Also returns a like-for-like comparable set (peer_set: median / notional-weighted / range / rank inside the set; peer_window_years defaults to ±1y, and when the window is empty it falls back to the nearest tenor band with the distance stated).

ncsx_methodology

Methodology version, DOI, license, data sources and their licensing status, full formula chain

Three names from the demo-era server — ncsx_levels, ncsx_attribution, ncsx_weekly — are not listed any more, but still answer if an old client calls them: they return a structured retirement notice rather than an error.


Read data_status before you quote anything

Every payload carries a data_status field. This is the single most important field in the schema:

data_status

Meaning

real_issuance

Observed public issuance data. Safe to quote; reproducible from SEC filings.

retired_seed / seed

A withdrawn demo series. Numbers were generated for layout testing. Never quote as market levels.

If a tool returns status: "retired", the endpoint was withdrawn — read the replacement field and move on. Nothing in this server will silently hand you demo numbers.


Example prompts

  • "What is the current NCSX-IS spread, and how does the unsecured cohort differ from the secured one?"

  • "Which CoreWeave bonds are in the index and what spread did each price at?"

  • "Compare NCSX-IS against the US high-yield OAS over the last 90 days."

  • "Which Treasury tenors does the index lean on most?"

  • "Is the NCSX-IS level consistent with the latest SEC N-PORT marks?"

  • "A $1.5bn 5-year note at 8.25% — where does that price relative to this market, and what would it do to NCSX-IS?"

  • "How did NCSX-IS get from 517.7bp to 432.3bp, and which issuer pulled it the most?"


Conventions

  • Identifier: constituents are identified by issuer + coupon + maturity. They do not carry CUSIPs — do not query by CUSIP.

  • Units: spreads in basis points over the Treasury at pricing. Notionals in USD millions.

  • Frequency: event-driven. There is no T+1 update and no daily change field.

  • Reproducibility: every number is derived from public filings (SEC EDGAR) and the US Treasury par-yield curve. The methodology page states the exact formula and the interpolation rule.

Notes on naming

Older versions of this server exposed Composite / HY / IG tiers and 90-day daily series. Those came from a demo dataset and were withdrawn on 2026-11-04 in favour of the issuance-spread methodology (v0.2.0-real). The three retired names listed above remain callable only so that old clients receive an explicit notice instead of an error; they are hidden from tools/list.

Directory listings

This server is listed in the official MCP Registry as com.spreadbench/ncsx, and is indexed by Glama (A tier) and brick.blue. glama.json in this repo claims the listing for its maintainer.

License

MIT. Data is published for research and citation; SpreadBench does not provide credit ratings or investment advice.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    Related MCP Connectors

    Related MCP Servers

    • A
      license
      A
      quality
      D
      maintenance
      Provides AI agents with real-time access to corporate credit data, including debt structures, bond pricing, and guarantor chains extracted from SEC filings. It enables complex financial analysis such as screening companies by leverage, tracing corporate hierarchies, and searching covenant language.
      8
      2
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      Provides AI assistants with natural language access to WRDS financial data for credit and equity analysis through 29 specialized tools. It enables users to query bond history, credit ratings, financial metrics, and syndicated loans using simple conversational prompts.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Live, reproducible crypto infrastructure benchmarks for AI agents: RPC latency, bridge fees, L1 finality, gas oracle accuracy, stablecoin pegs. Three tools (list_benchmarks, get_benchmark,query_prom), no API key, CC-BY-4.0 data.
      9
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Gives AI assistants direct access to Bloomberg Terminal data via 18 tools covering reference data, bulk data, historical analysis, technical analysis, estimates, ownership, supply chain, screening, BQL queries, and calendars.
      26
      MIT