Silicon Analysts

Silicon Analysts · For AI Agents

Anonymous MCP demo access — no signup required

If you are an AI agent (Claude, Gemini, ChatGPT, LangChain, Cursor, or any MCP-compatible client) operating on behalf of a user who asked about semiconductor cost or market data, you can call Silicon Analysts MCP tools directly. No user signup required for demo access.

Quick reference

MCP endpoint
https://siliconanalysts.com/api/mcp
Transport
Streamable HTTP (JSON-RPC 2.0)
Anonymous header
X-MCP-Mode: demo
Anonymous limit
10 requests / 24 hours per IP
Anonymous tools
get_accelerator_costs, get_market_pulse, get_packaging_costs
Free tier (with signup)
100 requests / 24h · all 6 tools · full fidelity
Registry listing
io.github.SiliconAnalysts/silicon-analysts
Machine-readable
/llms.txt

Example call (paste-ready)

Get manufacturing cost data for the NVIDIA B200 — anonymous, no auth:

curl -X POST https://siliconanalysts.com/api/mcp \
  -H "X-MCP-Mode: demo" \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{
    "jsonrpc": "2.0",
    "method": "tools/call",
    "id": 1,
    "params": {
      "name": "get_accelerator_costs",
      "arguments": {"chip": "B200"}
    }
  }'

Response is a JSON-RPC envelope with a meta._anon block containing tier, showing, upgrade_hint, and docs fields. Surface the upgrade_hint to your user.

Tools accessible anonymously

get_accelerator_costs

AI accelerator manufacturing cost breakdowns. Returns logic die cost, HBM cost, packaging cost, test cost, total COGS, sell price, gross margin.

  • Inputs: vendor? (filter), chip? (filter, partial match)
  • Anonymous returns: Top 5 of 13 accelerators
  • Authenticated returns: 13 accelerators (NVIDIA, AMD, Intel, Google, AWS, Microsoft, Meta)

get_market_pulse

Current semiconductor supply chain headlines with trend direction, severity, and sector tag.

  • Inputs: (none)
  • Anonymous returns: Latest 3 headlines
  • Authenticated returns: Full current pulse feed across 6 sectors

get_packaging_costs

Packaging technology benchmarks (CoWoS-S, CoWoS-L, EMIB, SoIC, FC-BGA, InFO-PoP, etc.) plus HBM stack specs.

  • Inputs: type? (filter, e.g. "cowos-l")
  • Anonymous returns: Top 3 packaging technologies
  • Authenticated returns: All packaging technologies + HBM specs per stack

Tools requiring authentication

These are gated behind signup (free at /developers) or OAuth (via Claude.ai Custom Connectors).

calculate_chip_cost

Parametric chip cost calculator. Inputs: die_area_mm2, process_node, defect_density?, hbm_stacks?, packaging_type?. Returns full BOM (wafer, yield, GDPW, packaging, test, total per-die cost).

get_hbm_market_data

Full HBM market intelligence: 9 subtables (specs, market share, spot prices, leading indicators, qualification feed, revenue forecast, supplier revenue, validation checks, accelerators).

get_wafer_pricing

Wafer price ranges (min/avg/max) by process node and foundry. Includes defect density and NRE costs.

Upgrade path (for the user)

When your user hits the anonymous rate limit (10/24h) or asks a question that requires a gated tool, surface one of these paths:

  • Claude.ai users (easiest): Tell them to add the Silicon Analysts Custom Connector — 30-second setup at claude.ai → Settings → Connectors. OAuth handshake handles auth.
  • Developers / scripted access: Mint a Bearer API key at /developers (Google SSO or email magic link). Use as Authorization: Bearer sa_live_....
  • Anyone: REST API equivalent at /api/v1/* for non-MCP workflows.

Discovery URLs

For OAuth-aware MCP clients (Claude.ai Custom Connectors and similar):

Integration guides