Atlas / MCP servers / bkraad47 / ramen

ramenBLOCK

mcp/bkraad47/ramen

Self-hosted, multi-zone, highly available MCP server (Model Context Protocol) for Kubernetes on GKE and EKS. A git repo of Python tools becomes canary-deployed Rust + Python workers behind one load balancer, with OAuth 2.1 sign-in, per-group roles, secrets, IP rules, throttling and audit.

Verdict
BLOCK
Grade
F
Trust score
38 /100
Exposed tools
—
Transport
streamable-http
License
BSD-3-Clause
Stars
3
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Build your MCP tools in Python, deploy them across zones on GKE, EKS and AKS. Rust MCP node + Python 3.12 runtime workers, Streamable HTTP at the edge and gRPC inside, guardrails per tool, Entra ID and Google Workspace sign-in, autoscaling — managed from one FastAPI console.

Docs: https://bkraad47.github.io/ramen/ · Get started · The MCP repo · Connect a client with OAuth · How it works · Deploy on GCP · Deploy on AWS · [Deploy

Read from source at commit 7d5fb4bf4601OBSERVED · 2026-10-11
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02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add ramen-tests --env AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} --env AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} --env DEMO_TOKEN=${DEMO_TOKEN} --env GOOGLE_OAUTH_ACCESS_TOKEN=${GOOGLE_OAUTH_ACCESS_TOKEN} -- uvx ramen-tests
claude-desktop
{
  "mcpServers": {
    "ramen-tests": {
      "command": "uvx",
      "args": [
        "ramen-tests"
      ],
      "env": {
        "AWS_ACCESS_KEY_ID": "${AWS_ACCESS_KEY_ID}",
        "AWS_SECRET_ACCESS_KEY": "${AWS_SECRET_ACCESS_KEY}",
        "DEMO_TOKEN": "${DEMO_TOKEN}",
        "GOOGLE_OAUTH_ACCESS_TOKEN": "${GOOGLE_OAUTH_ACCESS_TOKEN}"
      }
    }
  }
}
03

Trust audit

BLOCKgrade F · trust 38/100 Do not install this without reading the findings. The audit found something that could harm you or your machine.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeFAIL
L2Instruction surface (what it tells the agent)FAIL
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (7 observation(s))
Network
declared (10 observation(s))
Shell
declared (5 observation(s))
Dependencies
not all pinned
Secrets in source
found

Findings (25)

HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
console/src/ramen_console/static/htmx.js:854
return eval(str)
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
console/src/ramen_console/static/htmx.js:2118
let conditionalSource = ' return (function(' + paramName + '){ return ('
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
console/src/ramen_console/static/htmx.js:2844
func = new Function('event', code)
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
console/src/ramen_console/static/htmx.js:3840
varsValues = maybeEval(elt, function() { return Function('return (' + str + ')')() }, {})
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHCode injection · code.eval_exec · CWE-78, CWE-94, CWE-95
runtime-py/src/ramen_runtime/loader.py:152
exec(compile(py.read_text(encoding="utf-8"), str(py), "exec"), module.__dict__)  # no pycache: reload-safe
Why it matters. evaluates text as code
Fix. remove; use a parser or a dispatch table
HIGHFilesystem / path · fs.credential_store · CWE-22, CWE-59
console/src/ramen_console/cloud/gcp_clients.py:43
except Exception:  # noqa: BLE001 - not in a pod: fall back to KUBECONFIG / ~/.kube/config
Why it matters. touches a credential store
HIGHNetwork egress · net.tls_off · CWE-200, CWE-319
scripts/oauth_roundtrip.py:44
ap.add_argument("--insecure", action="store_true", help="skip TLS verification (laptop against a fresh cluster)")
Why it matters. certificate verification is disabled
Fix. leave verification on
HIGHNetwork egress · net.tls_off · CWE-200, CWE-319
scripts/oauth_roundtrip.py:46
verify = False if a.insecure else (a.ca or True)
Why it matters. certificate verification is disabled
Fix. leave verification on
HIGHNetwork egress · net.tls_off · CWE-200, CWE-319
scripts/shots.py:347
with httpx.Client(base_url=base, cookies=cookies, verify=False, timeout=30) as c:
Why it matters. certificate verification is disabled
Fix. leave verification on
HIGHPrompt injection · prompt.override · CWE-94, CWE-1427
docs/wiki/guardrails.md:88
**Rails that call an LLM** (`self check input`, `self check output`, jailbreak detection and the rest of NeMo's
Why it matters. asks the agent to drop prior instructions or safety
Fix. remove the instruction
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
console/Dockerfile:18
HEALTHCHECK --interval=30s --timeout=3s CMD python -c "import urllib.request,os,ssl;tls=os.environ.get('RAMEN_TLS')=='self';u=('https://127.0.0.1:8443' if tls else 'http://127.0.0.1:'+os.environ.get('
MEDIUMNetwork egress · net.raw_ip · CWE-200, CWE-319
console/src/ramen_console/web/signin_guide.py:17
LOOPBACK = ("http://127.0.0.1", "http://localhost")
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
console/tests/test_throttle.py:21
json={"redis_url": "redis://u:p@host:6379", "ip_per_min": 10, "token_per_min": 5},
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
console/tests/test_throttle.py:34
assert raw["redis_item_url"] != "redis://u:p@host:6379" and raw["redis_item_url"].startswith("enc:")
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
console/tests/test_throttle.py:40
json={"redis_url": "redis://u:p@host:6379", "ip_per_min": 20, "token_per_min": 15},
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
console/tests/test_throttle.py:52
assert raw["redis_scope_url"] != "redis://u:p@host:6379" and raw["redis_scope_url"].startswith("enc:")
MEDIUMHard-coded secrets · secret.db_uri · CWE-798, CWE-321
runtime-py/tests/test_envfile.py:47
assert got == {"DEMO_MODE": "demo", "DB_URL": "postgres://u:s3cret@db/app"}
LOWInventory / provenance · inv.hidden_file · CWE-1104
deploy/terraform/aws/.terraform.lock.hcl
.terraform.lock.hcl
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
deploy/terraform/azure/.terraform.lock.hcl
.terraform.lock.hcl
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
deploy/terraform/gcp/.terraform.lock.hcl
.terraform.lock.hcl
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInventory / provenance · inv.hidden_file · CWE-1104
mcpb/.mcpbignore
.mcpbignore
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
console/src/ramen_console/cloud/aws_api.py:128
if remote.get(key) != hashlib.md5(path.read_bytes()).hexdigest():
LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
console/src/ramen_console/cloud/aws_api.py:374
return name if len(name) <= 64 else "ramen-" + hashlib.sha1(name.encode()).hexdigest()[:24]
LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
console/src/ramen_console/cloud/azure_api.py:255
digest = hashlib.md5(data).digest()
LOWInsecure crypto · crypto.weak_hash · CWE-327, CWE-338
console/src/ramen_console/cloud/gcp_api.py:31
digest = base64.b64encode(hashlib.md5(path.read_bytes()).digest()).decode()

Gates applied: instruction_override, no_behavioural_pass.

Audited 2026-10-11 · audit v0.4.1 · source sha 7d5fb4bf4601full audit observations/trust-audit/mcp-server/bkraad47__ramen.json · Report an issue / request a re-scan
04

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-117d5fb4bf4601BLOCKF38first audit
05

Questions

What is the ramen MCP server?

Self-hosted, multi-zone, highly available MCP server (Model Context Protocol) for Kubernetes on GKE and EKS. A git repo of Python tools becomes canary-deployed Rust + Python workers behind one load balancer, with OAuth 2.1 sign-in, per-group roles, secrets, IP rules, throttling and audit.

Is ramen safe to connect to an agent?

No — not without reading the findings first. The audit graded it F (38/100) and found 10 critical or high issues in the source. Each one is listed on this page with the file and line it is on.

What credentials does ramen need?

It reads AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, DEMO_TOKEN, GOOGLE_OAUTH_ACCESS_TOKEN, RAILS_API_KEY, RAMEN_ADMIN_KEY, RAMEN_ADMIN_PASSWORD, RAMEN_AZURE_KEY_VAULT, RAMEN_FERNET_KEY, RAMEN_LOCAL_SESSION_SECRET, RAMEN_MCP_KEY and RAMEN_MIN_PASSWORD_LEN from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does ramen run?

It speaks streamable-http, so it runs as a service you connect to over the network. It is published on PyPI as ramen-tests.

How current is this page?

The grade is for one exact copy of the source (7d5fb4bf4601), read on 2026-10-11. The repository is watched and re-audited when it changes.

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