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Health: ActiveRecent health check succeeded.Last checked 9/23/2026, 3:17:11 AM

Deterministic

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View Repository1 GitHub StarsTotal stargazers on GitHub for the source repository (1 stars).Visit Website

Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "deterministic": {
      "url": "https://api.stripe.com/"
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Directory Badge Claim listing AlternativesπŸ’» More in Developer Tools

Documentation Overview

@archrad/deterministic

ArchRAD 0.7.2 running the zero-setup deterministic demo and scanning a repository into cited draft IR

Apache-2.0 no LLM no account

Your architecture drifts before you write a single line of code. archrad validate catches it β€” deterministically, in CI, before the PR merges.

Define your system as a graph. ArchRAD compiles it, lints it against architecture rules, and tells you exactly what's wrong β€” with rule codes, not opinions.

New in 0.7.x β€” archrad demo runs a full example with zero setup, and archrad scan drafts an IR from any repo with every node cited to file:line. Lint findings only decrease in this release; nothing that passed on 0.6.x can start failing. See the changelog.


Quick start (60 seconds)

Terminal
npm install -g @archrad/deterministic
archrad demo

No IR file, no flags, no config β€” runs from any directory. Lints a bundled example and shows you the findings:

Code
    orders-api (http)  ──▢  orders-db (postgres)

⚠️ IR-LINT-DIRECT-DB-ACCESS-002: API node "orders-api" connects directly to datastore node "orders-db"
   Fix: Introduce a service or domain layer between HTTP handlers and persistence.
⚠️ IR-LINT-MISSING-AUTH-010: HTTP entry node "orders-api" has no auth node or auth config …
⚠️ IR-LINT-NO-HEALTHCHECK-003: No HTTP node exposes a typical health/readiness path …

Then run it on your own repo

bash
archrad scan . --out draft.ir.json    # draft an IR β€” every node cited to file:line
archrad validate --ir draft.ir.json   # lint it

scan reads your Docker Compose, Kubernetes manifests, Terraform, OpenAPI, package manifests, and source code, then grades every node by confidence so you can see what was parsed versus guessed. The output is a normal IR file β€” review it, edit it, commit it.

Already have an OpenAPI spec or a Backstage catalog? Skip the scan:

bash
archrad ingest openapi --spec ./openapi.yaml --out ./graph.json
archrad ingest backstage --catalog . --out ./graph.json

Once a graph is committed, archrad validate is your CI gate β€” exit 1 blocks the merge.


What it does

ArchRAD is a blueprint compiler and governance layer. You define your architecture as an IR β€” nodes, edges, allowed connections β€” and ArchRAD validates it against a deterministic rule engine. The same IR, the same rules, the same inputs always produce the same findings.

CommandWhat it checksCodes
archrad validateGraph structure + architecture lintIR-STRUCT-* IR-LINT-*
archrad lintArchitecture lint only (fast inner-loop; skips structural)IR-LINT-*
archrad explain <code>Canonical rule guidance without running a passβ€”
archrad policies-sha256 --dir <policies>Generate a archrad-policy-pack.sha256 manifest for signed PolicyPacksβ€”
archrad validate-driftIR vs generated code on diskDRIFT-*
archrad scanDraft IR from a repo β€” topology, OpenAPI, manifests, code; every node cited + graded by confidenceβ€”
archrad reconstructDraft IR from source code alone (one of scan's four signal sources, usable standalone)β€”
archrad ingest openapiDerive IR from OpenAPI (local path or https URL for --spec; -H for URL auth headers)β€”
archrad ingest backstageBackstage catalog-info.yaml β†’ IR (Component, Resource, API, System; Location file targets)β€”
archrad fragment mergeMerge 2+ IR files β€” union by node.id (conflicts β†’ stderr); --prefix-fragments for disjoint unionβ€”
archrad exportCompile IR β†’ FastAPI or Express + Dockerβ€”

Ingest + merge workflows: docs/INGEST.md. All commands / flags: docs/CLI_REFERENCE.md. Codegen (export): docs/EXPORT.md.


Draft an IR from a real repo (archrad scan)

archrad scan points at a repository and emits a draft IR β€” never a final answer, always something to review and edit. It runs six extractors, graded by how much they have to guess:

SourceSignalConfidence
Topologydocker-compose.yml, Kubernetes manifestshigh β€” a declaration, parsed for real
InterfaceOpenAPI / Swaggermedium β€” documents a real surface, but only what's documented
Infrastructure-as-codeTerraform (*.tf)medium β€” a real declaration, but read via regex, not a true HCL parse
Manifestpackage.json, requirements.txt, go.mod, pom.xmllow β€” a driver dependency implies an edge, not proof it's used
Codepattern scan of source (Node.js/TS, Python, C#)low β€” regex over text, no semantic understanding

Every node and edge carries config.provenance[] β€” inferred_from: "file:line", a confidence, and which extractor found it β€” so nothing has to be taken on faith. When two extractors describe the same thing, scan merges them (keeping the highest-confidence body, unioning all provenance) instead of duplicating or erroring.

bash
archrad scan . --dry-run                       # print the draft, write nothing
archrad scan ./server --out draft.ir.json       # write it
archrad scan . --extractors compose,manifest    # only run specific extractors
archrad scan . --scope all                      # include tests, examples, docs, and demos

CLI scans default to --scope production so fixtures, documentation examples, Storybook stories, and test-only manifests do not become production findings. Use --scope all when those artifacts are the subject of the review. Library callers retain the backwards-compatible scope: 'all' default.

The output is a normal IR file β€” pipe it straight into archrad validate once you've reviewed it. Full flags: docs/CLI_REFERENCE.md.


Implementation governance (archrad reconstruct + --codebase)

"The IR looks clean β€” but is that what was actually shipped?"

The validation pipeline above checks your authored IR (the design contract). The --codebase flag bridges the gap to the real codebase by reconstructing an IR from source code and comparing them.

The "dummy IR" attack β€” and how to catch it

A developer can author a compliant IR (passes all IR-STRUCT-* and IR-LINT-* rules) while the actual code bypasses the documented architecture. The most dangerous pattern: an IR that shows a clean service layer but code that directly queries the database.

bash
# Catch discrepancies between the authored design and the shipped code
archrad validate --ir authored-ir.json --codebase ./src --report findings.html

When --codebase is provided, the pipeline runs three stages:

  1. IR-STRUCT-* structural validation on the authored IR
  2. IR-LINT-* architecture lint on the authored IR
  3. IR-DRIFT-IMPL-* comparison of authored IR vs reconstructed codebase IR

IR-DRIFT-IMPL-* rules

Implementation drift uses a separate exit threshold: --fail-on, --fail-on-warning, and --max-warnings apply only to IR-STRUCT-, IR-LINT-, and merged PolicyPack findings. IR-DRIFT-IMPL-* are gated solely by --impl-drift-fail-on (default: drift severities error fail the command).

CodeSeverityWhat it catches
IR-DRIFT-IMPL-000warningAuthored IR could not be parsed for drift comparison (fix structural issues first)
IR-DRIFT-IMPL-001warningIR declares HTTP-like entry nodes but reconstruction detected zero artifacts in --codebase
IR-DRIFT-IMPL-002warningHTTP / health routes in code but authored IR has no HTTP-like nodes
IR-DRIFT-IMPL-003errorDirect DB connection in code, no DB edge in authored IR
IR-DRIFT-IMPL-004errorHTTP route in code not present in authored IR
IR-DRIFT-IMPL-005warningService-to-service call in code, no edge in authored IR
IR-DRIFT-IMPL-006infoAuth middleware in code, no auth node in authored IR

IR-DRIFT-IMPL-003 is the critical one. An error there means the authored IR hides a direct DB dependency.

Reconstruct standalone

bash
# Just reconstruct β€” write the IR without comparing
archrad reconstruct --from ./src --output reconstructed-ir.json

# Force language detection
archrad reconstruct --from ./src --language python --output py-ir.json

# Print to stdout (dry-run)
archrad reconstruct --from ./src --dry-run

# Show every detected artifact
archrad reconstruct --from ./src --verbose

Supported languages

LanguageDetected patterns
Node.js / TypeScriptExpress, Fastify, NestJS routes + controllers; BullMQ workers, Agenda jobs, cron schedules; pg, Prisma, TypeORM, Sequelize, Mongoose, Redis, BullMQ, Firebase; Passport, express-jwt, NestJS guards, Auth0, Okta, Keycloak, Cognito; axios, got, node-fetch, gRPC; outbound HTTP URLs extracted per destination
PythonFlask, FastAPI, Django URLs, DRF @action; SQLAlchemy, psycopg2, asyncpg, PyMongo, motor, redis-py; login_required, jwt_required, FastAPI OAuth2; requests, httpx, aiohttp, gRPC
C#Minimal API MapGet/MapPost; ASP.NET Core [HttpGet]/[ApiController]; EF Core DbContext, Npgsql, Dapper; [Authorize], AddAuthentication, JWT bearer; HttpClient, gRPC, RestSharp

Service decomposition (Node.js)

The reconstructor detects service boundaries and creates one node per service rather than collapsing everything into a single gateway:

Read the full README β†’View source on GitHub β†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

GitHub stars
1
Stargazers on the source repository.
Last commit
21d ago
Most recent push to the default branch.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Deterministic

deterministic is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "deterministic": { "url": "https://api.stripe.com/" } }

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Technical Specs & Signals

CategoryπŸ’»Developer Tools
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TransportSSE (Remote)
Last updatedSep 3, 2026
5/9 checks healthy over the last 46d
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GitHub stars1
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Last commit21d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Sep 3, 2026
40Quality signal: Fair Β· 40/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools16/30
Adoption & activity4/15
Community engagement0/10

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