bots.st/axis-iliad-codebase-intelligence-for-agentic-com
Axis Iliad - Codebase Intelligence For Agentic Commerce
Generate structured commerce artifacts from code and docs
2621 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-03-26
- Tools listed
- 44
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://api.iliad.trustfabric.ai/mcp
What it can do
| Tool | What it says it does |
|---|---|
analyze_files | Analyze source files directly and generate the full 152-artifact AXIS bundle without using GitHub. Returns snapshot_id plus artifact listing; use this for local, generated, or unsaved code. Requires Authorization: Bearer <api_key>. Pricing: $3.00 standard, $25 engineer per run (same tiers as… |
analyze_repo | Analyze a GitHub repository and generate 152 structured AXIS artifacts across 21 programs. Returns snapshot_id plus an artifacts listing; use get_artifact to read files and get_snapshot to re-enumerate outputs without re-running analysis. Requires Authorization: Bearer <api_key>. Use this when the… |
assemble_ce3_evidence | Assemble a Visa Compelling Evidence 3.0 packet + eligibility verdict for a disputed card-absent-fraud (reason code 10.4) transaction using the real assembleCe3 engine: finds prior undisputed transactions in the caller-supplied history that share >=2 qualified data elements (device_id / ip_address… |
assemble_representment | Turn a webhook-ingested dispute (charge.dispute.* events persist DisputeRecords server-side) into a Stripe representment: qualifies CE 3.0 priors from your supplied transaction history (assembleCe3), builds the Stripe `evidence` hash (buildStripeRepresentment), walks the dispute state machine… |
axis_compare | Compare two avatar contracts; returns similarity score and section-level diffs. Status: **planned_proxy** — an estate-flagged proxy is planned (see discover_estate_tools for the sibling's own direct endpoint and price today). Calls return a planned-capability envelope pointing at AXIS Foundry… |
axis_inspect | Inspect an avatar's contract state and provenance chain. Status: **planned_proxy** — an estate-flagged proxy is planned (see discover_estate_tools for the sibling's own direct endpoint and price today). Calls return a planned-capability envelope pointing at AXIS Foundry… |
axis_manifest_verify | Verify an export manifest's integrity and optionally check content hash. Status: **planned_proxy** — an estate-flagged proxy is planned (see discover_estate_tools for the sibling's own direct endpoint and price today). Calls return a planned-capability envelope pointing at AXIS Foundry… |
axis_validate | Validate an avatar mesh against 38 rules; returns pass/warn/fail counts. Status: **planned_proxy** — an estate-flagged proxy is planned (see discover_estate_tools for the sibling's own direct endpoint and price today). Calls return a planned-capability envelope pointing at AXIS Foundry… |
build_ap2_mandate | Validate, canonically encode, and optionally Ed25519-sign an AP2 mandate (Intent / Cart / Payment) using the real @axis/ap2 codecs — schema validation (including cart-total arithmetic and intent cross-references), RFC 8785 JCS-style canonical JSON encoding, and detached-JWS EdDSA signing over… |
closer | Package an existing AXIS snapshot (create one first via analyze_repo, analyze_files, or prepare_agentic_purchasing) into complete professional packaging + marketplace certification artifacts so a 70-80%-complete project is ready to ship and sell. Requires Authorization: Bearer <api_key> on an… |
delete_snapshot | Permanently delete a snapshot and everything derived from it (context map, repo profile, generated artifacts, search index entries). Same account scoping as get_snapshot: an anonymous (never-authenticated) snapshot is freely deletable by any caller, but an account-owned one requires the same… |
deploy | Generate a zero-pipeline-minutes deploy bundle: stack-aware Dockerfile, .dockerignore, dev compose, render.yaml (Render existing-image), wrangler.pages.toml + wrangler.containers.toml + worker.ts (Cloudflare), bash/PowerShell push scripts, and a qualification report. The project builds locally in… |
discover_agentic_purchasing_needs | Discover the best AXIS workflow for a purchasing or compliance task. Free, no auth, and logs lightweight task metadata for intent analytics. Example: task_description='prepare for autonomous Visa checkout'. Use this when you need commerce-specific triage and next-step guidance. Use… |
discover_estate_tools | List sibling AXIS properties (payments via PAI'D, 3D avatar generation via AXIS Foundry, and more) — each entry gives its own MCP endpoint, auth mode, and vendored tool prices, so you can call them directly. Free, no auth, no side effects. Same data as GET /.well-known/axis-estate.json. Use this… |
get_artifact | Read one generated artifact by snapshot_id and path. Requires access to the snapshot and may return snapshot-not-found, invalid-path, or artifact-not-found errors. Example: snapshot_id=abc-123, path=AGENTS.md. Use this when you need the full text of one artifact. Use get_snapshot instead when you… |
get_install_manifest | Get AXIS install metadata, pricing, and a shareable manifest for onboarding a new integration — MCP endpoint, per-client config for Claude Desktop/Cursor/VS Code, and the full tool catalog with pricing. Free, no auth, and no mutation beyond read access. Example: call before wiring AXIS into an MCP… |
get_referral_code | Get or create the caller's AXIS referral token. Requires Authorization: Bearer <api_key>, has no usage charge, and may persist a new referral code if one does not exist yet. Example: call before sharing AXIS with another agent or workspace. Use this when you need the shareable token itself. Use… |
get_referral_credits | Get the caller's referral earnings, milestones, and free-call status. Requires Authorization: Bearer <api_key>, has no usage charge, and returns the current discount ledger without creating a new analysis. Example: call after a referral campaign to inspect earned credits. Use this when you need… |
get_snapshot | Retrieve status and the full artifact listing for a prior analysis by snapshot_id. Use this to re-enumerate artifact paths without re-running analysis. Snapshots created with an API key are scoped to that same account — pass the same Authorization: Bearer <api_key> used to create it, or retrieval… |
grade_compliance | Run the real 8-check AP2/Visa compliance grading engine (gradeCompliance — the same engine behind computeComplianceGrade and the commerce registry's verified_decisions block) over an inline file set. Each of the 8 validators (SCA/3DS2 readiness, AP2 mandate validity, tokenization posture, CE 3.0… |
iliad_analytics | AXIS-owned product analytics. Two operations: `capture` (insert events) and `query` (aggregations). Capture accepts a single `event` or a batch via `events[]` (max 500). Query kinds: `count` (total events), `count_by_event` (top events by frequency), `distinct_users` (unique user_id count)… |
iliad_code_sandbox | AXIS-owned secure code execution. Each call spawns a fresh ephemeral Docker container with hardened isolation: no network, read-only root filesystem, all Linux capabilities dropped, no-new-privileges, PID/memory/CPU limits, tmpfs /tmp only, runs as nobody:nobody. Container is force-removed after… |
iliad_document_parsing | AXIS-owned document → Markdown extractor. Accepts either `document_url` (https fetch + 50 MiB cap + 60s timeout) or `document_base64` (inline bytes, 50 MiB decoded cap) — exactly one. Optional `mime_type` hint (application/pdf… |
iliad_embeddings | Convert text into dense vectors. Accepts a single string or a batch (max 2048). Returns one vector per input. AXIS-owned in-process inference by default (node-llama-cpp + an embedding-capable GGUF at AXIS_EMBEDDING_MODEL_PATH — no upstream provider call); an optional OpenAI /v1/embeddings backend… |
iliad_hygiene | AXIS-owned workspace hygiene grader. Analyzes an inline file set [{path,content}] and returns a letter grade (A-F) across a closed set of dimensions plus structured findings. Two modes: mode='scan' (DEFAULT, FREE) returns grade + findings (committed-secret scan, .env/secret-file detection… |
iliad_llm_inference | AXIS-hosted LLM chat-completion via node-llama-cpp + a small GGUF model loaded in-process. Two input shapes accepted: `prompt` (single string) or `messages` (chat-style array of {role, content}). Sampling controls: `max_tokens` (≤2048), `temperature` (0-2), `top_k`, `top_p`, `seed` (threaded… |
iliad_network_tokenization | Network-tokenization capability. (1) `lifecycle`: an EXECUTABLE TAP-style token-lifecycle state machine (provision → activate → suspend → resume → delete; deleted is terminal; illegal transitions are rejected with an error, not silently accepted) — pure simulation, no real payment method involved… |
iliad_object_storage | AXIS-owned signed-URL minter backed by Cloudflare R2. Returns a pre-signed PUT or GET URL scoped to the calling account (keys are prefixed with `accounts/<account_id>/` server-side, so accounts can't reach each other's objects). Requires Authorization: Bearer <api_key>. Returns the URL plus… |
iliad_speech_to_text | AXIS-owned audio transcription via whisper.cpp + ffmpeg-static. Accepts either `audio_url` (https URL we fetch, max 100 MiB, 60s download timeout) or `audio_base64` (inline bytes, max 100 MiB decoded) — exactly one. Accepts any audio format ffmpeg can decode (mp3, wav, m4a, opus, ogg, flac); we… |
iliad_text_to_speech | AXIS-owned voice synthesis via Piper (rhasspy/piper) + ffmpeg-static. Accepts `text` (1-5000 chars), optional `voice` slug (filename without extension; defaults to AXIS_PIPER_DEFAULT_VOICE or the first available voice), optional `format` (wav | mp3 | opus; defaults wav), optional… |
iliad_transactional_email | Send a single transactional email. Requires Authorization: Bearer <api_key>. Provide either body_html, body_text, or both (Resend will pick the best variant per recipient). All emails ship from RESEND_FROM_ADDRESS — operator must verify that domain in Resend before sending. Returns the… |
iliad_vector_database | AXIS-owned vector store. Two operations: `upsert` (insert or replace vectors) and `query` (cosine top-k nearest neighbors). Namespaces are account-scoped server-side (`acct:<account_id>:<namespace>`), so tenants cannot read each other's vectors. Persistent across restarts via Postgres. Requires… |
iliad_web_research | Scrape a single URL with AXIS's owned crawler (SSRF-guarded fetch, robots.txt-aware, readability extraction — no third-party key) and return markdown-formatted content. Honest scope: fetches static HTML only, no JavaScript rendering, so client-rendered SPA pages may extract thin content. Returns… |
iliad_web_research_crawl | Crawl a domain with AXIS's owned crawler — a same-origin BFS frontier with robots.txt compliance and per-host politeness, no third-party key — and scrape multiple pages. Honest scope: static HTML only, no JavaScript rendering. Returns array of scraped pages with markdown content. Best for site… |
iliad_web_search | AXIS-owned BM25 search engine over the corpus YOUR account has indexed. NOT a Google/Bing scraper — agents build their own searchable index by first calling operation='index' with documents (often pages fetched via iliad_web_research), then querying with operation='search'. Five operations… |
improve_my_agent_with_axis | Analyze an agent codebase and return a prioritized AXIS hardening plan. Requires Authorization: Bearer <api_key> but has no usage charge on any tier — free and unmetered, unlike most AXIS tools. This creates a snapshot and may return auth, quota, file-limit, or validation errors. Example: pass… |
list_programs | Inventory mode. List all 21 AXIS programs, their generators, pricing tier, and artifact paths. Free, no auth, and no side effects. Use search_and_discover_tools instead when you only have a keyword, or get_install_manifest when you need install and onboarding metadata. |
ping_payment | Exercise the real x402 payment-flow loop at a nominal $0.01 — the cheapest metered call on this server, priced just above $0 so the probe can't be run up for free without limit. Call it once with no payment credential (no auth required) to receive a 402-style payment_required challenge (the exact… |
prepare_agentic_purchasing | Prepare a codebase for agentic purchasing and return a readiness score plus commerce artifacts. Requires Authorization: Bearer <api_key>; paid analysis records a new snapshot and may return auth, quota, payment, file-limit, or validation errors. Pricing: $3.00 standard, $1.00 lite budget mode… |
prepare_agentic_purchasing_preview | Compute a free Purchasing Readiness Score (0-100) and gap list for a codebase without generating artifacts. No auth, no charge, no snapshot persisted. Hard caps: 25 files / 50KB per file / 1MB total. Returns score, risk_level, top gaps, frameworks detected, and which AXIS programs would close… |
roblox_compliance_check | Run Roblox R15 compliance checks against a mesh. Status: **planned_proxy** — an estate-flagged proxy is planned (see discover_estate_tools for the sibling's own direct endpoint and price today). Calls return a planned-capability envelope pointing at AXIS Foundry… |
sca_exemption_decision | Decide the lighter-SCA path for a single transaction using AXIS's published 7-priority PSD2 exemption matrix (the same decideScaExemption engine that renders the SCA Exemption Decision Matrix in generated artifacts). Input: amount_eur (required, PSD2 thresholds are EUR-denominated — convert before… |
score_dispute_readiness | Score how ready a disputed transaction's EVIDENCE FILE is for representment, per Visa reason-code family, using the transparent scoreWinProbability heuristic (win-prob-v0: hand-set, documented logistic coefficients — exported, inspectable, monotonic in evidence). Input: reason_code + the evidence… |
search_and_discover_tools | Search AXIS programs by keyword and return ranked matches with artifact paths. Free, no auth, and no stateful side effects. Example: q=checkout returns commerce-relevant programs first. Use this when you know the outcome you want but not the right program. Use list_programs instead for the full… |
In its maker's words
Codebase intelligence for agents: 152 structured artifacts across 21 programs, one call.
- Website
- api.iliad.trustfabric.ai/for-agents
- Source
- github.com/lastmanupinc-hub/AXIS-iliad
- Publisher
- lastmanupinc-hub
- Listed from
- the official MCP Registry as
io.github.lastmanupinc-hub/axis-toolbox - Version
- 0.5.4, updated 14 Oct 2026
- Kinds of work
- Code and developer tools, Documents and files, AI models and agent tools
The domain it lives on
- trustfabric.ai
- registered 4 Apr 2026 (7 months ago), at Cloudflare, Inc., its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2621 ms | |
| Answered | 2351 ms | |
| Answered | 871 ms |
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