# AXIS Toolbox — Agentic Commerce Codebase Intelligence MCP server

Generate AGENTS.md, AP2 compliance docs, checkout rules, debug playbook & MCP configs from any repo.

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-lastmanupinc-hub-axis-toolbox
- Repository: https://github.com/lastmanupinc-hub/Toolbox

## Install
- Endpoint: https://axis-api-6c7z.onrender.com/mcp
- Auth: Auth required by registry metadata

## Setup notes
- Remote header: Authorization (secret)
- The upstream registry signals required auth or secrets.
- Remote endpoint: https://axis-api-6c7z.onrender.com/mcp
- Header: Authorization

## Tools
- analyze_repo - Analyze a GitHub repository and generate 140 structured AXIS artifacts across 20 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 source of truth is a GitHub repo URL. Pricing: $0.50 standard, $0.15 lite budget mode, $25 engineer per repo. Engineer mode (X-Agent-Mode: engineer — Living Architecture) adds a verified LLM specificity pass: a living-architecture.md whose every architectural claim is grounded in the repo's extracted facts or dropped. This is the paid path for full repo analysis and can return authentication, quota, payment-required, invalid-URL, or GitHub-fetch errors. private repos require a stored GitHub token. Use analyze_files instead for inline file payloads or list_programs/search_and_discover_tools when you are still selecting a workflow. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- analyze_files - Analyze source files directly and generate the full 140-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>. Use analyze_repo for GitHub URLs or improve_my_agent_with_axis for recommendation-first agent hardening. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- list_programs - Inventory mode. List all 20 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 discover_commerce_tools when you need install and onboarding metadata. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 persist and can be shared between agents to avoid duplicate analysis costs. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 first need the artifact list. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 which gaps. Use this to triage 'should I pay for the full hardening bundle?' before calling prepare_agentic_purchasing. The paid version generates the full artifact bundle including CE 3.0 dispute evidence, SCA exemption matrix, and TAP interop. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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. Example: submit checkout files with focus_areas=["sca","dispute"]. Use this when you need AP2/UCP/Visa, CE 3.0 dispute evidence, checkout, dispute, and negotiation hardening. Engineer mode (X-Agent-Mode: engineer — Commerce Integration, $250): also emits a deployable x402/AP2/PAI'D endpoint + a runnable sandbox test + a schema-validatable CE 3.0 pack + a transparent dispute-readiness score (a working integration, not just a score). Use discover_agentic_purchasing_needs instead when you only need workflow triage. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- closer - Take a 70-80% complete project directory and generate complete professional packaging + marketplace certification artifacts so it is ready to ship and sell. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 VSCode, pushes images to GHCR or via wrangler, and Render/Cloudflare just pulls — no GitHub Actions minutes, no Render build pipeline minutes, no CF build minutes. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 catalog, discover_commerce_tools for install metadata, or discover_agentic_purchasing_needs for purchasing-specific triage. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- discover_commerce_tools - Discover AXIS install metadata, pricing, and shareable manifests for commerce-capable agents. Free, no auth, and no mutation beyond read access. Example: call before wiring AXIS into Claude Desktop, Cursor, or VS Code. Use this when you need onboarding and ecosystem setup details. Use search_and_discover_tools instead for keyword routing or discover_agentic_purchasing_needs for purchasing-task triage. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- improve_my_agent_with_axis - Analyze an agent codebase and return a prioritized AXIS hardening plan. Requires Authorization: Bearer <api_key>; this creates a snapshot and may return auth, quota, file-limit, or validation errors. Example: pass your agent source files to see missing AGENTS.md, CLAUDE.md, and MCP config gaps. Use this when you want recommendations and missing-context detection. Use analyze_files instead when you want the full artifact bundle directly. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 search_and_discover_tools instead for non-commerce keyword routing across all programs. Endpoint: https://axis-api-6c7z.onrender.com/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 instead when you need balances, milestones, and discount status. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 balances and milestones. Use get_referral_code instead when you only need the shareable token. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- iliad_web_research - Scrape a single URL using Firecrawl and return markdown-formatted content. Returns markdown body, extracted metadata, and title. Best for research, documentation reading, or SEO analysis. Requires Authorization: Bearer <api_key>. Pricing: $0.10 standard, $0.05 lite per page. Use iliad_web_research_crawl for crawling multiple pages or link following. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- iliad_web_research_crawl - Crawl a domain and scrape multiple pages using Firecrawl. Returns array of scraped pages with markdown content. Best for site mapping, content audits, or bulk research. Requires Authorization: Bearer <api_key>. Pricing: $0.25 standard, $0.12 lite per page crawled (up to 100 pages per request). Use iliad_web_research for single-page scrapes. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 expires_at (ISO 8601), bucket, and scoped_key. Returns `{_not_configured: true, ...}` when the operator has not provisioned R2_* env vars (no crash, no leaked secrets). TTL is capped at 86400 seconds (24h). Engineer mode (X-Agent-Mode: engineer — Managed Bucket, $0.05): adds delete + list + copy (server-side, no bytes through the agent) operations, content-addressed dedup keys (content_sha256), and mint-time PUT policy (pin content_type / exact content_length as signed headers R2 enforces). Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 Authorization: Bearer <api_key>. Best for RAG retrievers, deduplication, and similarity search. Engineer mode (X-Agent-Mode: engineer — Managed Memory, $0.05): query runs a pgvector/HNSW ANN candidate pool with optional recency-decay reranking (recency_half_life_days — managed forgetting), RRF hybrid fusion (sparse_ids), and metadata filter; upsert applies intra-batch semantic-dedup (dedup_threshold). Endpoint: https://axis-api-6c7z.onrender.com/mcp
- iliad_embeddings - Convert text into dense vectors. Accepts a single string or a batch (max 2048). Returns one vector per input plus token usage. Currently proxies OpenAI /v1/embeddings (model: text-embedding-3-small by default, overridable via OPENAI_EMBEDDING_MODEL). Requires Authorization: Bearer <api_key> to call. When OPENAI_API_KEY is not provisioned, returns a structured `_not_configured: true` envelope. Pairs natively with iliad_vector_database — feed `vectors` from this tool's output into `vector` of the vector_database upsert/query calls. Engineer mode (X-Agent-Mode: engineer — Domain Embeddings, $0.08): pass `dimensions` (Matryoshka truncation → smaller vectors) and/or `corpus_adapter: true` (mean-center the batch to sharpen retrieval on your data); returns an `engineer` block with the fitted adapter_mean for query alignment. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 provider-assigned message_id plus the accepted recipient list. Returns a structured _not_configured envelope when RESEND_API_KEY or RESEND_FROM_ADDRESS is missing. Recipients capped at 50 per call; subject capped at 998 chars; bodies capped at 1 MB. Engineer mode (X-Agent-Mode: engineer — Deliverability, $0.50): instead of sending, pass a `domain` and get a full SPF/DKIM/DMARC setup (fresh DKIM keypair) + sender warmup schedule + verification checklist — no email sent, no ESP key needed. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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` (for reproducibility), `stop` (string[]). Inference is fully in-process — no upstream provider, no per-call API fee. Operator sets AXIS_LLM_MODEL_PATH to point at a Phi-3-mini / TinyLlama / Llama-3.2-1B GGUF; if missing, the tool returns a `_not_configured: true` envelope. Engineer mode (X-Agent-Mode: engineer — Constrained Inference, $0.10): pass a `json_schema` and decoding is grammar-constrained to it AND the output is validated against it (returns a `structured` block with valid + parsed + schema_errors) — guaranteed-valid structured output. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 each call. Supports python | node | bash via the multi-runtime image `nikolaik/python-nodejs:python3.12-nodejs22-slim` (operator can override via AXIS_CODE_SANDBOX_IMAGE). Returns stdout/stderr/exit_code/timed_out/duration_ms/image. Wall-clock timeout enforced via SIGKILL + force-remove. Source is fed via stdin (no fs write to the read-only root). Code body capped at 256 KiB; stdin at 1 MiB; timeout 1-600 seconds (default 30); stdout/stderr each capped at 1 MiB output. When no Docker daemon is reachable (Render standard services don't expose /var/run/docker.sock), returns a structured `_not_configured: true` envelope with remediation. Engineer mode (X-Agent-Mode: engineer — Verified Exec, $0.25): the result includes an Ed25519-signed attestation binding code-hash → output-hash + a per-account hash-chain entry, so another agent that pins AXIS's published key can verify the run without re-executing it. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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, application/vnd.openxmlformats-officedocument.wordprocessingml.document, text/html, text/markdown, text/plain); we sniff from magic bytes + URL extension when omitted. Format dispatch: PDF → pdfjs-dist text extraction (one block per page with `--- page N ---` separators); DOCX → mammoth → markdown (tables preserved); HTML → tag-strip with heading + list + entity handling (NOT a full HTML→MD converter — bring turndown if you need fancier); plain text + markdown → passthrough. Returns `{markdown, format_detected, byte_size, page_count, table_count, truncated}`. Output capped at 1 MiB markdown with a truncation marker. Engineer mode (X-Agent-Mode: engineer — Document Intelligence, $0.10): adds an `engineer` block with retrieval chunks (heading-aware, overlapping) + extract-to-caller-schema (pass `json_schema` → a grammar-constrained, validated typed object) + image OCR (image/* via document_base64) — typed data, not just markdown. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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: `index` (insert one or many documents), `search` (BM25 top-k ranked hits with snippet + score + metadata), `delete` (drop one doc), `delete_namespace` (drop all), `count`. Namespaces are account-scoped server-side (`acct:<id>:<namespace>`). Persistent across restarts via SQLite. Search supports `max_results` (default 10, max 100) and `site` (restrict to a single URL host, case-insensitive). Engineer mode (X-Agent-Mode: engineer — Answer Engine, $0.25): search also returns a grounded extractive answer with [n] citation spans over your corpus, reranked, refusing on weak evidence. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 `sentence_silence` (0-5 seconds, default 0.2). Returns `{audio_base64, format, voice_used, sample_rate, duration_seconds, byte_size}`. Inference is fully in-process — no upstream provider, no per-character fee. When operator hasn't installed piper or placed voice .onnx + .onnx.json files in AXIS_PIPER_VOICE_DIR (default models/piper/), returns `{_not_configured: true, reason, detail, remediation}`. format=mp3/opus additionally requires ffmpeg-static. Engineer mode (X-Agent-Mode: engineer — Brand Voice, $0.10): pass `brand_text` (a brand / voice-and-tone artifact) and AXIS auto-derives the voice persona (Piper voice slug + sentence pacing) and synthesizes in it; the persona is echoed in the response. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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 resample to 16 kHz mono WAV internally. Optional `language` (ISO-639-1 like "en" / "fr" / "ja", or "auto" — default). Optional `initial_prompt` (≤512 chars; biases spelling of rare names). Optional `word_timestamps` boolean. Returns `{text, segments: [{start, end, text}], language_detected, duration_seconds, model_used}`. When operator hasn't installed whisper-cli or placed the GGML model file at AXIS_WHISPER_MODEL_PATH (default `models/ggml-base.en.bin`), returns `{_not_configured: true, reason, detail, remediation}`. Engineer mode (X-Agent-Mode: engineer — Diarization, $0.10): the response adds `diarization` — speaker turns grouped from the segments by inter-segment pause gaps (tune with diarization_gap_seconds / max_speakers; this is pause-based turn segmentation, not acoustic speaker ID). Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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), `count_by_bucket` (time-series with minute/hour/day buckets). All queries support optional `event`, `from_ts`, `to_ts`, and `property_filter` filters. Namespaces are account-scoped server-side (`acct:<account_id>:<namespace>`). Persistent across restarts via SQLite. Requires Authorization: Bearer <api_key>. Best for funnels, cohorts, and retention on workloads up to ~1M events per account. Endpoint: https://axis-api-6c7z.onrender.com/mcp
- 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, .gitignore gaps for build/scratch artifacts, oversized blobs, stub/placeholder markers, byte-identical duplicate files, source test-peer coverage, TODO/FIXME debt); mode='fix' (METERED, paid) adds a prioritized remediation plan with ready-to-apply .gitignore additions and per-finding actions. Deterministic, dependency-free, never mutates your repo (fix returns a PLAN). Rules needing a live git checkout/toolchain (worktree pruning, build/vet, route-registration dup-handler analysis) are reported as repo_only_rules, not run. Engineer mode (X-Agent-Mode: engineer — Security Engineer, $5): the fix arrives as a git-applyable unified-diff patch + a SARIF 2.1.0 log for CI code-scanning. Requires Authorization: Bearer <api_key>. Endpoint: https://axis-api-6c7z.onrender.com/mcp

## Resources
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## Prompts
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## Metadata
- Owner: io.github.lastmanupinc-hub
- Version: 0.4.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Apr 13, 2026
- Source: https://registry.modelcontextprotocol.io