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HIGH severity

PraisonAI: [Auth Bypass] `praisonai serve agents --api-key` is silently ignored — agent-invocation routes (`POST /agents`, `POST /agents/{agent_name}`) run unauthenticatedGHSA-r7v3-x45f-g7hp

HIGHFix: MervinPraison/PraisonAI@2f9677a

GHSA-r7v3-x45f-g7hp is a high-severity (CVSS 7.3) Missing Authentication vulnerability in praisonai. A fix is available for praisonai — see the affected versions and patch details below.

Also known asCVE-2026-55538PYSEC-2026-3894
Published
Updated
Affected
1 pkg
Patched
1 / 1
Exploits
None indexed
Exploitation data as of Oct 9, 2026 · OSV.dev, NVD, FIRST.org (EPSS)

Exploitation Status

Proof-of-concept exploit code exists

  • CISA’s SSVC triage found public proof-of-concept exploit code for this CVE, though no confirmed active exploitation.
  • CISA assesses this as automatable — exploitation doesn’t require manual, per-target effort, which raises the odds of mass scanning and opportunistic attacks.

Exploitation and automatability from CISA’s SSVC triage for GHSA-r7v3-x45f-g7hp.

EPSS Exploitation Probability

via FIRST.org ↗
0.4%probability of exploitation in next 30 days
Lower Risk0.00%
Lower risk than most CVEs37th percentile — riskier than 37% of all scored CVEsHighest risk
0.00%0.32%0.63%0.95%0.3%0.4%0.4%Sep 26Oct 26Oct 26

Probability of exploitation in the next 30 days, from FIRST.org EPSS.

How urgent is this, really

GHSA-r7v3-x45f-g7hp by exploitation likelihood (EPSS) against impact (CVSS). Outside the shaded patch-first corner.

Where this sits among everything scored

Of 384,993 CVEs with a current EPSS score, this one falls in the < 10% band (highlighted). Counts from FIRST.org, log-scaled.

Real-World Exposure

1 pkg affected
🐍praisonai

Real-time download stats are indexed for npm and PyPI packages. This vulnerability affects PyPI packages — download data is not available via public APIs for these ecosystems.

Description

Summary

praisonai serve agents exposes HTTP routes that invoke registered agents. The CLI advertises --api-key with help text "API key for authentication", parses it, and forwards it into ServeHandler. But _create_agents_app() never reads config["api_key"] again and installs no auth dependency or middleware on its direct routes. The configured key is a no-op flag.

As a result, an unauthenticated network caller can invoke exposed agents (POST /agents and POST /agents/{agent_name}) even when the operator passed --api-key. Requests with no credentials, a wrong Authorization: Bearer, a wrong X-API-Key, or an empty bearer all reach agent.start().

The failure is made sharper by the fact that a working auth dependency already exists in the same module — praisonai.api.agent_invoke.verify_token guards every /api/v1/... route with Depends(verify_token) and is mounted into the very same app. The direct n8n-compat routes simply do not use it.

Technical Detail

Source-to-sink trace

1. CLI advertises and forwards --api-key:

# cli/commands/serve.py
@app.command("agents")
def serve_agents(..., api_key: Optional[str] = typer.Option(None, "--api-key", help="API key for authentication")):
    ...
    if api_key:
        args.extend(["--api-key", api_key])
    exit_code = handle_serve_command(args)

2. cmd_agents() parses api_key into the spec — and that is the last time it is touched:

# cli/features/serve.py — cmd_agents()
spec = { ..., "api_key": {"default": None} }
parsed = self._parse_args(args, spec)
app = self._create_agents_app(parsed)

A grep of the entire cli/features/serve.py for api_key returns only the two spec entries (cmd_agents line ~199 and cmd_unified line ~847). config["api_key"] is never read inside _create_agents_app() / _create_unified_app(); it is never compared, and no dependency is attached.

3. _create_agents_app() imports FastAPI, HTTPException, Request — no Depends, no Header, no auth middleware. Every HTTPException raised in the agents routes is 400/404/500 (validation / not-found / execution error); none is 401.

4. Sink — unauthenticated request reaches agent.start():

# cli/features/serve.py
@app.post("/agents/{agent_name}")          # n8n compatibility route
async def invoke_single_agent(agent_name: str, request: Request):
    body = await request.json()
    query = body.get("query", "") or body.get("message", "")
    ...
    agent = agent_invoke.get_agent(agent_name)
    result = await loop.run_in_executor(None, agent.start, query)   # no auth anywhere above
    return {"response": str(result)}
 
@app.post(path)                            # default path "/agents"
async def invoke_agents(request: Request, query_data: AgentQuery = None):
    ... agent.start(query) ...

The auth dependency exists — it just isn't applied here

_create_agents_app() mounts the agent_invoke router into the same app:

# cli/features/serve.py
if getattr(agent_invoke, 'FASTAPI_AVAILABLE', False) and hasattr(agent_invoke, 'router'):
    app.include_router(agent_invoke.router)

That router properly authenticates every sensitive route:

# api/agent_invoke.py
CALL_SERVER_TOKEN = os.getenv('CALL_SERVER_TOKEN')
async def verify_token(request, authorization=Header(None)) -> None:
    ...
    if token != CALL_SERVER_TOKEN:
        raise HTTPException(status_code=401, detail="Unauthorized")
 
@router.get("/api/v1/agents")
async def list_agents(_: None = Depends(verify_token)): ...   # and register/unregister/info all use it

So in the same process GET /api/v1/agents returns 401 without a token, while POST /agents/{agent_name} returns 200. Note also that verify_token reads the CALL_SERVER_TOKEN env var — not the CLI --api-key — so the CLI option feeds no auth path at all.

Trigger conditions

praisonai serve agents --file agents.yaml --host 0.0.0.0 --port 8765 --api-key expected-secret
POST /agents/{agent_name}   body {"query":"..."}   with no / wrong / empty credentials

Proof of Concept

Built the real _create_agents_app() and exercised it over HTTP via FastAPI TestClient. Only praisonaiagents.Agent is stubbed (.start() returns EXEC:<query>), so no real LLM/credentials. CALL_SERVER_TOKEN=expected-secret was set so the sibling /api/v1 router is genuinely armed — making the contrast explicit.

Operator started with: --api-key expected-secret  (CALL_SERVER_TOKEN also set)
 
== Sibling /api/v1 route WITH Depends(verify_token) ==
  GET /api/v1/agents [no creds    ] -> HTTP 401
  GET /api/v1/agents [wrong bearer] -> HTTP 401
 
== Direct agent-invocation route (the bug) ==
  POST /agents/owned [no creds      ] -> HTTP 200  {'response': 'EXEC:hello'}
  POST /agents/owned [wrong bearer  ] -> HTTP 200  {'response': 'EXEC:hello'}
  POST /agents/owned [wrong x-api-key] -> HTTP 200  {'response': 'EXEC:hello'}
  POST /agents/owned [empty bearer  ] -> HTTP 200  {'response': 'EXEC:hello'}
  POST /agents       [no creds      ] -> HTTP 200  {'response': 'EXEC:hi'}

The auth mechanism works for /api/v1 (401) and is entirely absent on the direct /agents routes (200), despite --api-key being configured.

Equivalent HTTP trigger in a fully installed environment

praisonai serve agents --file agents.yaml --host 0.0.0.0 --port 8765 --api-key expected-secret
curl -sS -X POST http://TARGET:8765/agents/owned \
  -H 'Content-Type: application/json' --data-binary '{"query":"hello"}'
# -> 200 {"response":"..."}  (expected: 401 Unauthorized)

Impact

  • Direct primitive: unauthenticated agent invocation despite a configured API key.
  • Misleading control (aggravating): because the CLI advertises --api-key as authentication, operators may deliberately expose the service (e.g. --host 0.0.0.0, reverse proxy, n8n integration) believing it is protected, increasing the real-world likelihood of exposure.
  • Downstream: exposed agents commonly hold LLM provider credentials, RAG/memory, browser/search, MCP, or shell/file tools; the bypass lets an attacker drive those capabilities. Baseline impact is unauthorized LLM cost + access to agent responses.

Suggested Mitigation

  • When config["api_key"] is set, build a shared auth dependency and attach it to every agent-invocation / state-changing route in _create_agents_app() and _create_unified_app() (dependencies=[Depends(verify)]).
  • Reuse / unify with the existing verify_token so the direct /agents routes and the /api/v1 routes share one mechanism, and wire the CLI --api-key into that mechanism (today it feeds nothing; verify_token reads CALL_SERVER_TOKEN).
  • Use constant-time comparison (hmac.compare_digest); verify_token currently uses !=.
  • Update discovery metadata from auth_modes=["none"] to ["api-key","bearer"] for protected endpoints.
  • Regression tests next to tests/unit/test_serve_unified.py: _create_agents_app({"api_key":"secret",...}) → POST /agents/{name} with no creds / wrong Authorization / wrong X-API-Key returns 401; correct key succeeds.
import hmac
from fastapi import Header, HTTPException, Depends
 
def _auth_dependency(expected_key: str):
    async def verify(authorization: str | None = Header(None),
                     x_api_key: str | None = Header(None, alias="X-API-Key")):
        token = x_api_key
        if authorization and authorization.startswith("Bearer "):
            token = authorization[7:]
        if not token or not hmac.compare_digest(token, expected_key):
            raise HTTPException(status_code=401, detail="Unauthorized")
    return Depends(verify)

Affected Packages

1 total 1 fixed
EcosystemPackageVulnerable rangeFix
🐍PyPIpraisonaiall versions4.6.58pip install --upgrade 'praisonai==4.6.58'

Detection & mitigation playbook

Open-source dependency
  1. Detect

    Scan your dependency tree (package-lock.json, pnpm-lock.yaml, requirements.txt, go.sum, etc.) for praisonai, including transitive dependencies — a direct dependency you never call can still pull in a vulnerable version.

  2. Fix

    Update praisonai to 4.6.58 or later, then make sure no transitive (indirect) dependency still pins the vulnerable range — O3 confirms GHSA-r7v3-x45f-g7hp is resolved across your whole dependency graph.

  3. Workarounds

    Put an independent control in front of the weakness: restrict the affected endpoint or interface to trusted networks, require an additional authentication factor or proxy-level check, and invalidate existing sessions and credentials in case the flaw has already been used.

Frequently Asked Questions

### Summary `praisonai serve agents` exposes HTTP routes that invoke registered agents. The CLI advertises `--api-key` with help text "API key for authentication", parses it, and forwards it into `ServeHandler`. But `_create_agents_app()` **never reads `config["api_key"]` again** and installs no auth dependency or middleware on its direct routes. The configured key is a no-op flag. As a result, an unauthenticated network caller can invoke exposed agents (`POST /agents` and `POST /agents/{agent_name}`) even when the operator passed `--api-key`. Requests with no credentials, a wrong `Authoriza
O3 Security · Impact-Aware SCA

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PraisonAI: [Auth Bypass] `praisonai serve agents…