Silicon Analysts is an MCP server with 21 tools an agent can call, among them calculate_chip_cost, estimate_lead_time, get_accelerator_costs. It answers at https://siliconanalysts.com/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 20 October 2026, succeeded.
Dated, sourced semiconductor data: chip costs, HBM/wafer pricing, fab capacity, policy, forecasts.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
calculate_chip_cost | Pure-function chip cost estimator. Given die dimensions (mm), process node, and optional packaging/HBM parameters, returns: estimatedChipCost (USD), dieArea (mm²), grossDiesPerWafer, frontendYield (%), totalYield (%), and a costBreakdown {w Inputs: dieWidth, dieHeight, processNode, waferCost, packagingType, packagingCost |
estimate_lead_time | Heuristic chip manufacturing LEAD TIME estimator (MANUFACTURING CYCLE TIME). Given total mask layers (or a processNode to default them), foundry utilization % (optional — defaults from live foundry-allocation data), and packagingType, retur Inputs: maskLayers, utilization, packagingType, processNode |
get_accelerator_costs | Returns 18 AI accelerators (H100/H200/B100/B200/GB200/GB300/Rubin, MI300X/MI355X/MI455X, Gaudi 3, TPU v5p/v6e, Trainium 2/3, Maia 100, MTIA v2) with structured fields: chip, vendor, processNode, dieSizeMm2, memoryType, memoryCapacityGb, mem Inputs: vendor, chip, fields |
get_benchmark_history | Historical Benchmarks — the bitemporal benchmark-observations ledger behind the Chip Cost Calculator: wafer cost by node/foundry (deflationary curves), defect-density (D0) learning curves per node, advanced-packaging costs incl. the broken- Inputs: benchmark_type, entity_id, foundry, from, to, grain |
get_fab_capacity | Fab Capacity — per-fab, per-tech-node-class capacity from the fabs + fab_capacity_snapshots time-series (65 fabs: TSMC, Samsung, Intel, SMIC, GlobalFoundries, and more; Frontend in kwspm, Backend advanced-packaging in k units/month). Defaul Inputs: fab_id, foundry, country, tech_node_class, as_of, series |
get_fab_events | Fab Milestones — the dated construction & ramp event log: announcement → groundbreaking → equipment move-in → risk production → HVM, plus expansions and SCHEDULE SLIPS recorded as their own events (a delay never overwrites the original plan Inputs: foundry, fab_id, event_type, country, from, to |
get_forecasts | Forecast Vintages — third-party forecasts (research firms like TrendForce/WSTS/SEMI, and company capex/bit-growth guidance) archived with their ORIGINAL publication date. Query the REVISION HISTORY, not just the latest number: "what did Tre Inputs: originator, originator_type, metric, target_period, entity_id, group |
get_foundry_allocation | Foundry & advanced-packaging ALLOCATION — the current-state snapshot per node/tech (TSMC/Samsung/Intel/... × N2/N3/CoWoS-L/SoIC/...) plus optional time-series HISTORY. Current fields: allocation_status (fully_booked → available), lead_time_ Inputs: foundry, node, category, customer, include_history, history_metric |
get_foundry_economics | Foundry IR ECONOMICS — per-foundry, per-process-node, per-fiscal-quarter wafer ASP (min/max/blended, USD per 300mm-equivalent wafer, $250-grained) and fab UTILIZATION (%), derived exclusively from PUBLIC IR materials (earnings releases/tran Inputs: foundry, node, node_group, quarter, from, to |
get_hbm_market_data | Returns 10 HBM market sub-tables: accelerators, specs, marketShare, spotPrices (RETIRED 2026-07-28 — frozen), leadingIndicators, qualificationFeed, revenueForecast, supplierRevenue, validationChecks, bitDemand. Optional `table` parameter na Inputs: table |
get_hbm_qualification | Sourced HBM qualification tracker: which memory vendor (SK Hynix, Samsung, Micron) passed which AI-accelerator customer's qualification (NVIDIA Vera Rubin/GB300/B300/H200, AMD MI350/MI325X, Broadcom), by generation (HBM3/HBM3E/HBM4) and sta Inputs: vendor, customer, generation, include_timelines |
get_market_advantage | Market Advantage — human-vetted TIME-ADVANTAGE evidence: dated, immutable proof that Silicon Analysts recorded a semiconductor supply-chain event BEFORE the first English-language coverage of it. For each win: our first-seen timestamp (immu Inputs: limit, order_by, event_kind |
get_market_dataset | Curated market-data TIME SERIES with per-point sourcing — the datasets behind siliconanalysts.com/market-data. Includes: hbm-pricing (HBM contract + blended $/GB by generation, HBM2→HBM4, anchors 2017→2026 — series_keys like 'hbm3e-contract Inputs: dataset, series_key |
get_market_intelligence | Market Intelligence — the freshest SOURCED semiconductor market briefs, generated daily from a Tavily + Claude scan of primary press, earnings, and trade outlets. Each brief returns title, severity (Critical/High/Medium/Low), confidence_sco Inputs: severity, category, since, publishedOnly, limit |
get_market_pulse | Returns curated supply-chain headlines with trend direction (up/down/neutral), source attribution, and impact analysis. Categories: logic, memory, packaging, connectivity, power, geopolitics. Defaults to all categories, all trends, no limit Inputs: category, trend, limit |
get_packaging_costs | Returns two sub-arrays: `packaging` (per-tech cost benchmark + capability matrix for CoWoS-S/L, EMIB, SoIC, InFO-PoP, FC-BGA, FC-CSP, etc.) and `hbmSpecs` (HBM2 through HBM4 cost per stack + bandwidth/capacity). Optional `type` filter narro Inputs: type |
get_policy_events | Trade-Policy Timeline — the dated log of semiconductor trade-policy actions (export controls, entity listings, license policies, tariffs, subsidies, retaliation) anchored to GOVERNMENT PRIMARY documents (Federal Register / BIS, USTR, MOFCOM Inputs: jurisdiction, agency, event_type, from, to, since |
get_recent_changes | "What Changed" — recent MOVEMENTS in Silicon Analysts' public data over a 7d/30d window, derived from the daily snapshot ledger. Each moved metric returns direction (up/down), magnitude (pct_delta for value metrics, pp_delta for percentage Inputs: window, datasetId, minDelta, since, limit |
get_track_record | Forecast Track Record — Silicon Analysts' OWN projections, frozen monthly into write-once vintages and graded against outcomes. Every row: model, scenario (bear/base/bull), series, target period, the predicted mid + low–high band frozen at Inputs: model, series, include_assumptions |
get_wafer_pricing | Returns 300mm wafer price ranges (min/avg/max USD), defect density, NRE/mask-set cost, and node maturity for: tsmc-n3, tsmc-n5, tsmc-n7, tsmc-n16, tsmc-28, samsung-3nm, samsung-5nm, samsung-7nm, samsung-14nm, intel-7, intel-16, gf-12lp, gf- Inputs: node |
get_wfe_signals | WFE Order-Book — wafer-fab-equipment maker disclosures (ASML, Applied Materials, Lam Research, KLA, Tokyo Electron) from quarterly IR: bookings, backlog, segment revenue, and guidance, in the STATED currency (EUR for ASML, JPY for TEL, USD Inputs: company, metric, segment, fiscal_period, from, to |
Every block below points at https://siliconanalysts.com/api/mcp. Pick your client and copy.
claude mcp add --transport http silicon-analysts https://siliconanalysts.com/api/mcp
{
"mcpServers": {
"silicon-analysts": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://siliconanalysts.com/api/mcp"]
}
}
}{
"mcpServers": {
"silicon-analysts": {
"url": "https://siliconanalysts.com/api/mcp"
}
}
}{
"servers": {
"silicon-analysts": {
"type": "http",
"url": "https://siliconanalysts.com/api/mcp"
}
}
}{
"context_servers": {
"silicon-analysts": {
"url": "https://siliconanalysts.com/api/mcp"
}
}
}{
"mcpServers": {
"silicon-analysts": {
"serverUrl": "https://siliconanalysts.com/api/mcp"
}
}
}{
"mcpServers": {
"silicon-analysts": {
"url": "https://siliconanalysts.com/api/mcp"
}
}
}name: Silicon Analysts
version: 0.0.1
schema: v1
mcpServers:
- name: Silicon Analysts
type: streamable-http
url: https://siliconanalysts.com/api/mcp{
"mcpServers": {
"silicon-analysts": {
"httpUrl": "https://siliconanalysts.com/api/mcp"
}
}
}{
"mcpServers": {
"silicon-analysts": {
"type": "http",
"url": "https://siliconanalysts.com/api/mcp"
}
}
}{
"mcpServers": {
"silicon-analysts": {
"url": "https://siliconanalysts.com/api/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fsiliconanalysts.com%2Fapi%2Fmcp&type=streamable_http&id=silicon-analysts&name=Silicon%20Analysts
It answered our last check on 20 October 2026 in 553 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
21, as returned by the server's own tools/list on 12 September 2026: calculate_chip_cost, estimate_lead_time, get_accelerator_costs, get_benchmark_history, get_fab_capacity, get_fab_events, get_forecasts, get_foundry_allocation, and 13 more.
It answered our last check on 20 October 2026 in 553 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://siliconanalysts.com/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.siliconanalysts. Endpoint host: siliconanalysts.com. ARD identifier: urn:air:io.github.siliconanalysts:mcp:silicon-analysts.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.