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Agent Fabrication Network (UFP)

REMOTE · AGENTICFABRICATIONNETWORK.AI · SCANNED AUG 3

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

+1 this week 59 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security46
Transport & Reachability100
Schema Quality & AI Usability61
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • Context-footprint check failed: tool/resource definitions use about 8633 tokens (~784/item across 11 items; 9 tools + 2 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage94
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 82% of tool parameters carry a description.Partial
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
  • Supports UI / widget rendering.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · agenticfabricationnetwork.ai

# add to Claude Code
claude mcp add --transport http ai-agenticfabricationnetwork-ufp https://agenticfabricationnetwork.ai/mcp
# ~/.codex/config.toml
[mcp_servers.ai-agenticfabricationnetwork-ufp]
url = "https://agenticfabricationnetwork.ai/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-agenticfabricationnetwork-ufp": {
      "type": "remote",
      "url": "https://agenticfabricationnetwork.ai/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add ai-agenticfabricationnetwork-ufp --url https://agenticfabricationnetwork.ai/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  ai-agenticfabricationnetwork-ufp:
    url: "https://agenticfabricationnetwork.ai/mcp"
// mcp.json
{
  "mcpServers": {
    "ai-agenticfabricationnetwork-ufp": {
      "type": "http",
      "url": "https://agenticfabricationnetwork.ai/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 2 Aug 26 −1
    • Authorization: Authorisation not fully verified: no authorisation is required to call this server, and 9 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. security
    • Endpoint reachability: unreachable → reachable functional
    • MCP protocol: unverified → pass functional
    • Stability: unverified → 0.23 functional
    • Tool coverage: unverified → 100 functional
    • Schema quality: unverified → 100 functional
    • Schema quality: excellent → good functional
  • 1 Aug 26 0
    • Endpoint reachability: reachable → unreachable security
    • Stability: 0.17 → unverified security
    • Authorization: Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the tool list to see what that exposes. security
    • Schema quality: 100 → unverified functional
    • Capabilities: pass → unverified functional
    • Tool coverage: 100 → unverified functional
  • 31 Jul 26 −2
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +2
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

  • 28 Jul 26 0
    • The server rewrote its instructions, which are the text every model session reads security
  • 27 Jul 26 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://agenticfabricationnetwork.ai/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=agenticfabricationnetwork.ai CN=YE1,O=Let's Encrypt,C=US 23 Jul 2026 21 Oct 2026 ECDSA 256 ECDSA-SHA384 6135257606248b7c7832f9fccfa2f7ab746
SANs: agenticfabricationnetwork.ai
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of agenticfabricationnetwork.ai. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ai. present 3799 8 Verified
agenticfabricationnetwork.ai. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://agenticfabricationnetwork.ai/mcp Verified 200
http (plaintext) http://agenticfabricationnetwork.ai/mcp Inconclusive 406
MCP tools — 9 exposed · ~4,945 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
create_checkout ~375

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 — do NOT ask for their address first: the secure payment page collects the shipping address and email. Only pass address fields if the user already volunteered them. Returns checkout_url — give it to the user to pay; UFP places the vendor order automatically after payment.

NameTypeReqDescription
billing_citystring
billing_namestringBilling address, only when the buyer answered the billing question (e.g. said it differs from shipping, or a checkout UI's 'same as shipping' checkbox — then send the shipping values verbatim). Never…
billing_statestringTwo-letter US state
billing_street1string
billing_street2string
billing_zipstring
citystring
emailstringBuyer email (only if the user provided it)
namestringRecipient full name (only if the user provided it)
offer_idstringyes
phonestring
return_urlstringExact URL of the page the user is on right now, IF the client application knows it (a web app embedding this tool passes its own page URL). The post-payment page shows a 'Return to <site>' button poi…
shipping_option_idstringyesOne of the offer's shipping option ids
statestringTwo-letter US state
street1stringStreet address (only if the user provided it)
street2string
zipstring

No output schema declared.

No examples provided.

finalize_quote ~81

Step 2 after a quote response says the board is still filling: waits for the remaining vendors to answer (up to ~40s) and returns the final board and offers. Call with just quote_id, immediately after the response that told you to. Never call it otherwise.

NameTypeReqDescription
quote_idstringyesQuote id from the still-quoting response

No output schema declared.

No examples provided.

get_fabrication_quote ~2,283

Get ranked, purchasable offers (price, ETA, preview image) for fabricating a physical item from a design file. process=fdm_print for 3D printing a model (STL/OBJ/PLY/3MF/AMF/STEP/IGES), process=cnc or process=sheetmetal for machined/bent metal parts (STEP, IGES, DXF), process=decal for stickers/decals from artwork (any common image or design file — PNG/JPG/HEIC/TIFF/GIF/BMP/WEBP/AVIF/SVG/PDF/AI/EPS/PSD/CDR, auto-converted). A .ufp file (UFP part container: the design plus saved spec/constraints in one) is accepted anywhere a design file is — its saved intent applies automatically and anything the user states now wins. If the user just drops a file and asks for a price, omit process — UFP routes it. Provide the design either as design_file (an image/file the user attached or you generated — preferred) or file_url (a public URL). REORDERS: if the user has a UFP part number (from a receipt email or a previous session, looks like UFP-… or part_…), pass it as part_number INSTEAD of any file — the stored design and spec are reused and re-shopped across all current vendors. Locked parts additionally require share_key (from the owner's share link). Returns offers across vendors like Google Flights returns flights.

NameTypeReqDescription
attachment_urlsarrayAdditional files for the SAME part — the PDF drawing next to the STEP, spec sheets, BOMs. Pass everything the user gave you; UFP works out which file is the part and which are supporting documents.
bend_countnumberNumber of bends in the design (bend lines must be in the file). Prices CNC bending; omit for flat parts
calloutsarrayDimensions you read off the user's drawing that matter ("hole_diameter 6.5mm ±0.1"). The tightest tolerance prunes vendors that cannot hold it.
colorstringfdm_print: Filament color for fdm_print (e.g. black, red); resin_print: Resin color for resin_print (e.g. gray, white, black); print: Print color ask ("full color", "black and white"). Vendors that o…
cutstringDecal cut style — pass the user's words verbatim ("triangle", "die cut", "circle"). Known: contour|square|oval|kiss_cut; anything else gets closest-match offers with a substitution note. Omit to comp…
deadlinestringLatest acceptable delivery date, ISO YYYY-MM-DD
design_fileThe design file itself (user-attached or generated image/STL). ChatGPT supplies the file reference automatically when the user attached a file — just bind the attachment here. Other clients may pass…
file_urlstringPublic URL of the design file — only when the design lives at a URL
finishstringcnc: CNC surface finish: standard|anodized|polished|bead_blasted (default standard); sheetmetal: as_cut (default) | deburred | powder_coat — powder coat protects mild steel for outdoor use
food_safebooleanMust be vendor-certified food safe
height_innumberDecal height in inches (default 3)
high_tempbooleanMust tolerate sustained heat (vendor heat-resistance claim)
materialstringfdm_print: pla|petg|asa (free-form — "abs", "polycarbonate" asks resolve to the closest stocked filament with a substitution note); resin_print: standard|tough|high_temp|high_detail resin (free-form…
max_budget_usdnumberHard budget cap in USD, all-in
metal_alloystringMetal AM alloy: stainless_316l|stainless_17_4ph|titanium_ti64|aluminum_alsi10mg|inconel_718|cobalt_chrome|tool_steel_h13|copper (free-form asks like "Ti-6Al-4V" resolve to the closest stocked powder)
metal_finishstringMetal AM post-processing: as_printed|bead_blast|machined_critical|polished|heat_treated (as_printed keeps support witness marks)
metal_technologystringMetal AM process: laser_powder_bed (SLM/DMLS/LPBF)|binder_jet|ebm. Omit to let the vendor pick its default for the alloy
min_vendor_reviewsintegerOnly vendors with at least this many verified-purchase reviews
min_vendor_starsnumberOnly vendors whose displayed review rating is at least this many stars (1-5). Vendors with no reviews yet are excluded — the filter demands demonstrated quality
outdoor_ratedbooleanMust survive outdoor exposure
paperstringPaper stock — free-form ("matte", "glossy", "recycled", "14pt"). Resolved to the closest stock the vendor runs
part_numberstringUFP part number from a previous paid order (UFP-… or part_…). Reorders: replaces design_file/file_url entirely; any other fields provided override the stored spec
placementstringPrint placement for apparel: front (default) | back | front_back
processstringWhat to fabricate. If the user just drops a file and asks for a price, OMIT this — UFP detects the file type (artwork, mesh — STL/OBJ/PLY/3MF/AMF, BREP — STEP/IGES, DXF) and routes it to every proces…
processesarrayOnly quote these fabrication processes — a constraint that narrows the auto-routing fan. Friendly terms accepted ("sheet metal", "3d printing", "cnc", "laser"); unmappable terms are reported, never a…
productstringprint: Print product kind: business_cards|flyers|posters. Omit to quote every kind the artwork fits; apparel: apparel: t_shirt|hoodie|long_sleeve|tank_top (free-form — "tee", "crewneck" resolve to th…
proven_spec_ordersintegerOnly vendors with at least N completed orders for this exact process+material — "a vendor that prints PC reliably"
quantitiesarrayQuantities the user actually wants — pass [1] or [2] if that's the ask. Vendors with a higher minimum quote AT their minimum and the offer notes it (requested_quantity). Default: 25 for decals, 1 for…
requirementsarrayVerbatim context terms from the user — materials, finishes, certifications, tolerances ("UV resistant", "anodized: red", "iso 13485", "tolerance: 0.1mm"). UFP applies what it can and reports what it…
share_keystringShare key for a LOCKED part — the k=… value from the owner's share link (…/part/UFP-…?k=KEY). Required with part_number when the part is locked; omit otherwise
ship_to_zipstringDestination US ZIP code, exactly as the user stated it. OMIT if the user has not given one — NEVER guess or invent a ZIP. Without it, prices come back all-in with shipping to an assumed central-US de…
ships_fromarrayOnly vendors that ship from these countries/regions ("only US vendors", "keep it domestic") — an INCLUDE list. Friendly terms accepted ("US", "Europe", "Germany", "China", "UK"); unmappable terms are…
sidesstringsingle|double sided printing (defaults: cards double, flyers/posters single)
sizestringPrint size — pass the user's words verbatim ("letter", "24x36", "half letter"). Cards are 3.5x2; flyers 8.5x5.5|8.5x11|11x17; posters 12x18 through 36x48. Unknown sizes get closest-match offers
submersiblebooleanMust survive submersion in water
thickness_innumbersheetmetal: Sheet thickness in inches (e.g. 0.063 = 14 ga aluminum). Quoted at the nearest stocked thickness; omit for ~16 ga default; laser_cut: Nominal thickness in inches; quoted at the vendor's n…
unitsstringsheetmetal: DXF drawing units: "mm" (default) or "in". STEP files carry their own units; laser_cut: DXF drawing units: "mm" (default) or "in"
width_innumberDecal width in inches (default 3)

No output schema declared.

No examples provided.

get_material_guide ~293

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".

NameTypeReqDescription
materialstringA material the user named or you are weighing ("PLA", "6061 aluminum", "stainless") — free-form; a family ask like "stainless" returns the whole family
processstringA UFP process to scope to ("fdm_print", "resin_print", "cnc", "sheetmetal", "laser_cut") — lists the materials that process makes
questionstringThe user's raw question — mined for intent (stronger/tougher, heat/hot, outdoor/UV) so the right ladder is surfaced

No output schema declared.

No examples provided.

get_order_status ~29

Check status, ETA and tracking for a UFP order.

NameTypeReqDescription
order_idstringyes

No output schema declared.

No examples provided.

leave_review ~296

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. Use list_orders first if you need to resolve which order they mean.

NameTypeReqDescription
claimsobjectCHECKABLE claims from the user's feedback — the network stamps each against its own records (the ordered spec, polled tracking + delivery events) and attaches evidence chips to the review. Only pass…
commentstringShort factual summary of the user's feedback, in their spirit — optional
facetsobjectScore only the facets the user actually spoke to
order_idstringyesThe UFP order being reviewed (ord_…) — see list_orders
starsintegeryesOverall rating the user confirmed, 1-5

No output schema declared.

No examples provided.

list_orders ~75

List this agent's recent UFP orders (newest first): order id, what was made, vendor, status, total, ETA, created date. Use it to resolve vague references — "my sticker order", "that order from 6 days ago" — to a concrete order_id before calling get_order_status or leave_review.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

poll_quote ~56

INTERNAL — the offer board calls this to refresh itself while vendors finish pricing. Never call this yourself: to pick up new offers, use refine_quote with just quote_id.

NameTypeReqDescription
quote_idstringyesQuote id the board is watching

No output schema declared.

No examples provided.

refine_quote ~1,457

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 — or a ship-from country filter — "only US vendors" → ships_from) — 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. Call with ONLY quote_id to re-read the quote (e.g. to pick up preview images that finished rendering).

NameTypeReqDescription
calloutsarrayDimensions you read off the user's drawing that matter ("hole_diameter 6.5mm ±0.1"). The tightest tolerance prunes vendors that cannot hold it.
colorstringNew color for this part (spec change — lanes requote)
deadlinestringLatest acceptable delivery date, ISO YYYY-MM-DD
finishstringNew surface finish ("powder coat", "anodized", "bead blasted") — a spec change: finish-capable lanes (sheet metal, CNC, metal print) requote WITH it; 3D-print lanes have no coating step, so they igno…
food_safeboolean
high_tempboolean
materialstringNew material for this part ("I need it in PLA" → "pla"). A spec change: lanes requote with this material through warm vendor sessions; an explicit material here replaces the quote's material fan-out.…
max_budget_usdnumber
min_vendor_reviewsintegerOnly vendors with at least this many verified-purchase reviews
min_vendor_starsnumberOnly vendors whose displayed review rating is at least this many stars (1-5); vendors with no reviews yet are excluded
outdoor_ratedboolean
processesarrayNarrow this quote to specific fabrication processes ("no, I meant in sheet metal" → ["sheet metal"]). A CONSTRAINT, not a new quote: excluded lanes drop while warm vendor sessions survive, and furthe…
proven_spec_ordersintegerOnly vendors with at least N completed orders for this exact process+material — "a vendor that prints PC reliably"
quantitiesarrayNew quantities the user wants (spec change — lanes requote at the new quantity). Same rules as on get_fabrication_quote: pass the real ask, never inflate it
quote_idstringyes
requirementsarrayVerbatim context terms from the user — materials, finishes, certifications, tolerances ("UV resistant", "anodized: red", "iso 13485", "tolerance: 0.1mm"). UFP applies what it can and reports what it…
scenariostringComparison lane label. A labeled refine sits SIDE BY SIDE with the quote's other offers instead of replacing them: refines with the same label replace that scenario, different labels coexist (max 4 p…
ship_to_zipstringDestination US ZIP code, exactly as the user stated it — use this when the user provides their ZIP after a quote priced to the assumed central-US destination (routing.ship_to); the refined prices bec…
ships_fromarrayOnly vendors that ship from these countries/regions ("only US vendors", "just European shops", "keep it domestic") — an INCLUDE list naming where the user DOES want vendors from. A CONSTRAINT like pr…
sort_bystring"Organize by": re-order the quote's offer cards ("sort by cheapest" → "price"; "soonest arrival first" → "arrival"; "best rated" → "rating"; "total_price" = part + cheapest shipping; "recommended" re…
sort_directionstringFlip a sort_by ordering: "desc" reverses the key's natural direction ("most expensive first" = sort_by "price" + "desc"). Only meaningful with sort_by
sort_labelstringShort human wording for a sort_order, displayed on the board ("most green first") — required with sort_order, since only you know what your order means
sort_orderarrayEXPLICIT card order for asks only you can judge ("sort the most green to the top"): look at the offers' preview images, decide the order yourself, and pass the offer ids first-on-top. Offers you leav…
submersibleboolean

No output schema declared.

No examples provided.