Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add controlguy-ys/electronic-parts-finder-mcp --skill parts-sourcinggit clone --depth 1 https://github.com/controlguy-ys/electronic-parts-finder-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/controlguy-ys/electronic-parts-finder-mcp/parts-sourcing)<a href="https://agentmods.dev/skills/controlguy-ys/electronic-parts-finder-mcp/parts-sourcing"><img src="https://agentmods.dev/badge/skills/controlguy-ys/electronic-parts-finder-mcp/parts-sourcing/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/controlguy-ys/electronic-parts-finder-mcp/parts-sourcing"><img src="https://agentmods.dev/badge/skills/controlguy-ys/electronic-parts-finder-mcp/parts-sourcing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00039 | $0.01051 |
| Opus 5 | $0.00019 | $0.00526 |
| Sonnet 5 | $0.00008 | $0.00210 |
| Haiku 4.5 | $0.00004 | $0.00105 |
Grade A, and why
parts-sourcing scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Parts Sourcing
Use the bundled parts-finder MCP server for read-only sourcing work.
Workflow
- Extract hard constraints first: part family, electrical ratings, package, connector keying, cable length, motor voltage/power, interface, temperature range, stock, price, MOQ, and compliance.
- If a missing constraint could materially change the answer, ask one concise question. Otherwise search with explicit assumptions.
- Prefer authorized distributors such as Mouser and DigiKey for production or reliability-sensitive recommendations.
- Use AliExpress only when marketplace-style sourcing is appropriate, such as modules, cables, harnesses, adapters, motors, prototyping accessories, or low-cost long-tail candidates. Pass
marketplaceAllowed: trueexplicitly. - Keep all actions read-only. Do not place orders, create carts, call dropshipping APIs, or mutate supplier accounts.
Tool Selection
- Use
lookup_partwhen the user provides a likely exact MPN, supplier part number, or top marking. - Use
search_partswhen the user gives a rough description, category, visual hints, or incomplete part number. - Use
compare_partswhen choosing between known candidates. - Use
suggest_alternateswhen stock, lifecycle, price, lead time, or second-source risk is the reason for searching. - Use
enrich_bomfor multiple BOM rows instead of many separate single-part calls.
Pass hard requirements into constraints rather than only putting them in free text. Useful constraints include manufacturer, mustHave, mustNotHave, inStockOnly, maxUnitPrice, maxMoq, rohsOnly, and marketplaceAllowed.
Korean field wording is acceptable for common part terms. The MCP normalizes phrases such as 2핀, 커넥터, 패널마운트, 방수, 기어모터, and 엔코더 into supplier-friendly English query variants, but exact English terms or visible markings still improve results.
If visualHints are omitted, the MCP still infers common connector and motor hints from the query text, including pin count, row count, pitch, connector family, mounting style, color, wire count, encoder, and gearhead clues.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 77 lines · 39 tokens per session scan A 40d05ade3cdc
parts-sourcing is a skill published in the GitHub repository controlguy-ys/electronic-parts-finder-mcp (0 stars, last pushed 2mo ago), licensed MIT. It adds 39 tokens to every session and 1,051 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
gke-compute-classes
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine families, restricting ComputeClass access, or debugging pending pods related to node pool auto-creation. Do not use for cluster-level Node Auto…
jetson-diagnostic
Read-only Jetson health snapshot for identity, memory, GPU, thermal, power, storage, services, and top processes.
doca-socket-relay
Use this skill when the operator is driving the DOCA Socket Relay to bridge a socket-oriented host application onto a BlueField DPU peer without rewriting it — picking the deployment shape (in-process, sidecar, or BlueField service container), configuring the host-side socket and the DPU-side forwarding endpoint…
offensive-z-wave
Z-Wave attack methodology — sniffing with Z-Force / EZ-Wave / RTL-SDR + ZniffMobile, S0 (legacy) network-key derivation flaw and key reuse, S2 (modern) ECDH commissioning analysis, replay/injection on unauthenticated nodes, default-key brute-force on test deployments, and home-automation hub pivots. Use when targeting…
hsb-flash
Flash the FPGA on an HSB board connected to an NVIDIA devkit. Supports HSB Lattice boards (FPGA versions 2407, 2412, 2507, 2510) and Leopard Imaging VB1940 "all-in-one" cameras (FPGA versions 2507, 2510). Uses release-specific YAML manifests and board-type-specific program commands. Lattice and VB1940 commands must…
jetson-validate-image
Use after jetson-flash-image to run static BSP checks, on-target smoke/regression tests on a flashed DUT, or both. Not for build or flash steps. Triggers: validate bsp, on-target validation.