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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

Agentic Fabrication Network (AFN)

Turn designs into shipped parts: quote 3D printing, CNC, and decals, then check out.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
973 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
14

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 973 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name ufp.

  • Pass
    Lists tools

    tools/list returned 14 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 973 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 973 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    135 of 159 parameters have a description (85%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-08-07T18:18:36.945995Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Agentic Fabrication Network (AFN)

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http agentic-fabrication-network-afn https://agenticfabricationnetwork.ai/mcp

Capabilities

Tools 14

check_offer

Run the shop's manufacturability check on ONE offer whose manufacturability_check.status is "unchecked" (the price stands from the shop's own pricing, but no shop was asked for that material / finish yet) or still "checking". The network asks that shop once for exactly this option — its material, gauge, finish, quantity and the quote's destination — and lands the answer on the SAME offer: passed (orderable at the shown price), repriced (the shop priced it higher; the detail says so), or failed (the shop declined it). Call it when the user settles on such an offer and before create_checkout (checkout refuses an unchecked offer). Waits up to wait_s (default 45) for the shop; pending: true means the shop is still answering — re-read the quote shortly. Nothing else on the quote changes.

Discovered
create_checkout

Create the order and get a hosted payment link for a chosen offer. Call this as soon as the user picks an offer + shipping speed. This tool takes NO personal details: never ask for — and never pass — a name, address, email, or phone; the secure payment page collects the shipping address, email, and phone (and billing) itself, even when the user volunteered them in chat. Returns checkout_url — AFN's order page (what is being made, by which shop, the all-in price) with a Continue to payment button to the secure hosted payment page; give the link to the user. UFP places the vendor order automatically after payment. An offer whose manufacturability_check.status is still "checking" is refused (offer_not_ready, with retry_after_s): the price is set; the shop is confirming it can make the part as drawn — wait for the check to pass before calling, and never call this on a checking offer. An offer whose status is "unchecked" (no shop asked for that option yet — the price stands) needs check_offer first; check out once it reads passed or repriced.

Discovered
finalize_quote

ONLY for the case where a quote response came back with an EMPTY board and told you to call this: waits for the vendors to answer (up to ~40s) and returns their offers as a full board. Call with just quote_id, immediately, and say nothing substantive before it. NEVER call it on a response that already listed offers — that board is final, and this would add nothing.

Discovered
get_fabrication_quote

Get fabrication price and delivery offers for a design file or an existing AFN part number. Supports 3D printing, CNC machining, sheet metal, decals, print, and apparel. If the user just provides a file and asks for a price, omit process so AFN can route it to suitable makers. Provide the design as design_file (an attachment or generated file) or file_url (a public URL). For a reorder, pass the UFP part number as part_number instead of a file; locked parts also require share_key from the owner's share link. A .ufp part container is accepted as a design file, and its saved specification applies unless the user changes it. Some offers carry manufacturability_check: the price is set; the shop is confirming it can make the part as drawn (status "checking" for about expected_s seconds, then passed, repriced, or failed) — present them as real prices and never call create_checkout on one while it is still checking.

Discovered
get_material_guide

Honest, cited material intelligence for material-choice / strength / durability / heat / outdoor questions ("my PLA part broke, what's stronger?", "will this survive outdoors?"). Returns caveats-FIRST facts: published specs (tensile, heat-deflection, UV/outdoor, chemical) each tagged vendor-cited vs general engineering knowledge, "stronger/tougher/hotter than X" ladders (PLA→PETG→ABS/ASA→nylon/PC→metals), and finish/coating options. Call it BEFORE answering such a question, then relay the facts. It supplies FACTS ONLY — comparative specs and vendor-admitted caveats, never a fitness-for-purpose or safety guarantee (that stays your judgment boundary); name express vendor claims "advertised", not "certified".

Discovered
get_network_capabilities

The LIVE catalog of what the fabrication network can do RIGHT NOW — no quote needed. Returns the services ledger (tapping, inserts, welding, bending, finishes… with each shop's own size/material/thickness windows), the network's sheet gauge ladder, the stocked hardware combinations (species x thread) with stocked lengths and shop counts — the most-stocked length is the steering default for an unspecified length — the finish options with their stocked color menus, and per-process manufacturability rules. This is live state, not a spec sheet: it changes as connectors join, leave, or have capability branches toggled, so call it fresh when the user asks what's possible (materials, gauges, hardware, colors, services) rather than answering from memory.

Discovered
get_order_status

Check status, ETA and tracking for a UFP order.

Discovered
get_price_curve

How the per-unit price moves with quantity for a quote you already have: for every shop on the board, the item price per unit at each quantity (default 1, 2, 5, 10, 25, 50, 100, 250, 500, 1000; pass up to 16 of your own in 1..10000) from that shop's own pricing with the network's markup included, plus its arrival window — instant, no shop is contacted, nothing changes on the quote. Call it when the user asks what more or fewer pieces would cost ("what would 50 run me?", "any price breaks?"). The board's quoted price stays the ceiling at the chosen quantity (each option's `live` row); a null cell means that shop's pricing does not cover that quantity — refine_quote with the new quantities gets the real number. Present these as the shops' own pricing, never as an estimate; every order still passes the manufacturability check.

Discovered
get_shop_gauges

Every sheet thickness (gauge) ONE named shop stocks right now, per material — read live off the shop's declared catalog, no quote needed. Call it when the user asks what thicknesses/gauges a specific maker carries ("what thicknesses does SendCutSend have in mild steel?"). For the whole network's ladder use get_network_capabilities instead. Never answer a gauge question from memory.

Discovered
leave_review

Record the user's verified-purchase review of how a UFP order turned out. YOUR JOB IS TO STRUCTURE THE FEEDBACK: turn what the user actually said into stars (1-5 overall) and facet scores — "the cut was sloppy" -> quality, "parts arrived 2 days late" -> timeliness, "wrong color" -> accuracy. Keep the optional comment to a short factual summary of their words; never embellish. ALWAYS draft the review (stars, facets, comment) and confirm it with the user BEFORE calling this tool — e.g. "I'll rate this 2 stars with timeliness 1 because it arrived 2 days late — send it?". One review per order: submitting again updates the existing review. If you do not have the order id from this conversation, ask the user for it (it is on their receipt email and order page); never guess one.

Discovered
poll_quote

INTERNAL — the offer board calls this to refresh itself while vendors finish pricing. Never call this yourself. The board you were given is already final for its turn; do not reach for refine_quote to look at it again either, that paints a duplicate board. An offer's manufacturability_check (status checking → passed | repriced | failed, expected_s) means the price is set; the shop is confirming it can make the part as drawn; the board renders it.

Discovered
preview_quote

INTERNAL client rail — the routing half of refine_quote with NOTHING committed: takes the same arguments as refine_quote and answers how many distinct fabricators (and which process lanes) the network WOULD ask for the refined part, plus the exclusion notes, without creating a child quote, asking any vendor, superseding in-flight work, or logging demand. An expectation, never a promise — lanes can still decline once asked. Never call this to look at prices; it carries none. Use refine_quote to actually re-price.

Discovered
refine_quote

Narrow an existing quote with new constraints (destination ZIP the user just provided, deadline, outdoor/waterproof/heat/food-safety requirements, budget, vendor reliability, verbatim requirements terms, drawing callouts, a process filter — "no, I meant in sheet metal" → processes — a ship-from country filter — "only US vendors" → ships_from — or a vendor filter — "only show A3D Manufacturing" → vendors) — or CHANGE its spec: material, color, or quantities. Changing material/quantity is a spec change, not a narrowing — pass it via the material/color/quantities args, NOT as a requirements term; the affected lanes re-price with the new spec through warm vendor sessions. For side-by-side comparisons ("how does carbon steel compare?"), add a scenario label — labeled refines coexist instead of replacing each other (max 4). "Organize by" ("sort by cheapest", "soonest arrival on top", "most green first") is also this tool: sort_by for objective orders, sort_order + sort_label for orders you judged yourself from the previews — presentation only, instant, nothing re-prices. GOING BACK is also this tool: undo_last_step ALONE takes back exactly one refine step (the quote's steps[] names each step, newest first — the network restores the previous stored state exactly); clear removes whole constraints ("drop the deadline" → clear ["deadline"]); remove_requirements takes back individual requirements terms. Call with ONLY quote_id to re-read the quote (e.g. to pick up preview images that finished rendering).

Discovered
reply_to_maker

Send the user's answer to a question the maker (vendor) asked about a UFP order — get_order_status surfaces an open question when one is waiting. Confirm the answer with the user before sending. The network relays it: the maker sees plain text from the network account with the user's contact details and links stripped, so never include emails, phone numbers, or URLs the answer depends on.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected973 ms14