CVE-2026-56834: Praisonai PraisonAI Dynamic-context Artifact Tools Read Vulnerability

HIGH
Advisory Identifier: GHSA-j7qx-p75m-wp7g
CVSS 7.5
CWE-200 CWE-22
Published
Advisory Summary

CVE-2026-56834 is a HIGH (CVSS 7.5) praisonai dynamic-context artifact tools read vulnerability (CWE-200: Exposure of Sensitive Information to an Unauthorized Actor) affecting Praisonai libraries in the PyPI ecosystem. The issue involves praisonai dynamic-context artifact tools read arbitrary host files outside artifact storage. Remediation is available by upgrading affected packages to version 4.6.59.

CVE-2026-56834 at a Glance

CVE Identifier CVE-2026-56834
GHSA Identifier GHSA-j7qx-p75m-wp7g
Severity HIGH
CVSS v3.1 Base Score 7.5
CWE Classification CWE-200: Exposure of Sensitive Information to an Unauthorized Actor
Affected Product Praisonai
Package Ecosystem PyPI
Published Date
Last Updated

Security Impact

CVSS: 7.5

The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N).

Attack Vector Network (AV:N)
Attack Complexity Low (AC:L)
Privileges Required None (PR:N)
User Interaction None (UI:N)
Scope Unchanged (S:U)
Confidentiality High (C:H)
Integrity None (I:N)
Availability None (A:N)

How to Fix CVE-2026-56834

To remediate this vulnerability, upgrade all affected Praisonai dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.

praisonai fixed: 4.6.59
pip install praisonai>=4.6.59
Verify Direct and Transitive Dependencies

Run the following command in your project directory to verify that all resolved dependencies use the patched release:

pip show praisonai

How to Check if You Are Affected

To determine whether your Python environment is affected by CVE-2026-56834, inspect your installed packages using pip:

pip show praisonai

Analyze the terminal output to locate any version of Praisonai in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 4.6.59), your application is affected.

Note: The pip show praisonai command checks currently installed packages in your active Python environment.

Technical Details

Vulnerability Mechanism & Technical Analysis

This vulnerability is classified under CWE-200: Exposure of Sensitive Information to an Unauthorized Actor, where the product exposes sensitive information to an actor that is not explicitly authorized to have access to that information. In Praisonai, software state validation or input boundaries are circumvented during processing. Review the official source advisory statement below for specific affected components, classes, and reproduction details.

Source Advisory Statement

# PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage ## Summary PraisonAI's Dynamic Context Discovery feature exposes artifact helper tools through `ctx.get_tools()`: ```python ctx = setup_dynamic_context() agent = Agent( instructions="You are a data analyst.", tools=ctx.get_tools(), hooks=[ctx.get_middleware()], ) ``` The official documentation describes these helpers as a way for the agent to explore large tool-output artifacts that were queued by the middleware: - large tool outputs are saved as artifacts; - the agent receives compact artifact references; and - the agent uses `artifact_tail` and `artifact_grep` to explore that data. The implemented artifact tools do not enforce that the supplied `artifact_path` is an artifact created by the configured store or that it lives under the configured artifact base directory. Instead, `artifact_head`, `artifact_tail`, `artifact_grep`, and `artifact_chunk` wrap the caller-supplied path directly into an `ArtifactRef` and then read it from the host filesystem. As a result, any prompt/user/tool-caller that can influence those tool arguments can read files readable by the PraisonAI process, such as project `.env` files, cloud credentials, SSH keys, source files, or other local data. ## Affected Product - Repository: `MervinPraison/PraisonAI` - Ecosystem: `pip` - Package: `praisonai` - Component: Dynamic Context Discovery artifact tools - Current source path: `src/praisonai/praisonai/context/queue.py` - Artifact store path: `src/praisonai/praisonai/context/artifact_store.py` - Latest PyPI version validated: `4.6.58` - Current `origin/main` validated: `1ad58ca02975ff1398efeda694ea2ab78f20cf3e` - Current `origin/main` tag validated: `v4.6.58` Suggested affected range: ```text pip:praisonai >= 3.8.1, <= 4.6.58 ``` Representative local sweep: - `3.8.1`: vulnerable - `4.0.0`: vulnerable - `4.5.113`: vulnerable - `4.6.33`: vulnerable - `4.6.34`: vulnerable - `4.6.40`: vulnerable - `4.6.50`: vulnerable - `4.6.58`: vulnerable ## Root Cause `create_artifact_tools()` creates an artifact store bound to `base_dir`, but the read tools do not use `base_dir` for containment. For example, `artifact_head()` accepts `artifact_path` and immediately creates an `ArtifactRef` with that path: ```python def artifact_head(artifact_path: str, lines: int = 50) -> str: ref = ArtifactRef(path=artifact_path, summary="", size_bytes=0) try: return artifact_store.head(ref, lines=lines) except FileNotFoundError: return f"Error: Artifact not found: {artifact_path}" ``` `artifact_tail()`, `artifact_grep()`, and `artifact_chunk()` have the same pattern. They trust the caller-supplied path rather than resolving it through an artifact identifier, store lookup, manifest, or base-directory containment check. The store methods then read that path directly: ```python def head(self, ref: ArtifactRef, lines: int = 50) -> str: file_path = Path(ref.path) if not file_path.exists(): raise FileNotFoundError(f"Artifact not found: {ref.path}") result_lines = [] with open(file_path, "r", encoding="utf-8", errors="replace") as f: ... ``` There is no check equivalent to: ```python resolved = Path(ref.path).resolve() base = self.base_dir.resolve() resolved.relative_to(base) ``` There is also no check that the file has a valid `.meta` sidecar or appears in `artifact_list()`. ## Local PoV Run against the latest PyPI package: ```bash uv run --with 'praisonai==4.6.58' \ python poc/pov_prai_cand_026_artifact_tools_arbitrary_file_read.py --json ``` The PoV: 1. Creates a temporary artifact base directory. 2. Creates a separate `outside-secret.txt` file outside that base directory. 3. Stores one legitimate artifact through `FileSystemArtifactStore.store()`. 4. Calls `artifact_head()` on the legitimate artifact as a positive control. 5. Calls `artifact_head()`, `artifact_grep()`, and `artifact_chunk()` on the outside file path. 6. Confirms `artifact_list()` does not list the outside file. Observed output summary from `evidence/pov-pypi-4.6.58.json`: ```json { "package": "praisonai", "package_version": "4.6.58", "controls": { "outside_file_not_listed": true, "outside_file_outside_base_dir": true, "valid_artifact_read_works": true }, "outside_head": "PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET", "outside_grep": "Found 1 matches:\\n\\n--- Line 1 ---\\n> PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET\\n second line", "outside_chunk": "PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET", "outside_file_listed_by_artifact_list": false, "vulnerable": true } ``` The PoV was rerun successfully after a fresh `origin/main` fetch; see `evidence/pov-pypi-4.6.58-rerun.json`. The PoV is local-only. It does not start a server, contact a third-party target, or use real credentials. ## Why This Is Not Intended Behavior This report does not claim that every file-reading tool is automatically a vulnerability. The issue is narrower: tools documented and named as artifact helpers accept arbitrary host file paths. The controls show the intended boundary: - a valid artifact stored under `base_dir` is readable; - an outside file is not returned by `artifact_list()`; - the outside file is outside `base_dir`; and - the read helpers still disclose the outside file when handed its absolute path. PraisonAI's own context-security documentation recommends relative paths and reviewing ignore rules to avoid sensitive-file exposure. Those controls are bypassed when artifact tools can be pointed directly at any readable host path. ## Impact If a PraisonAI application exposes an agent with `ctx.get_tools()` to untrusted or lower-trust prompts, the lower-trust caller can request artifact tools against arbitrary local paths. This can disclose sensitive host files readable by the PraisonAI process, including: - project `.env` files; - cloud or service credentials; - SSH keys; - local application configuration; - source files and private data; and - terminal/history artifacts from other runs if the path is known or guessed. The impact is confidentiality-only in the tested surface. Integrity and availability are not claimed for this report. ## Duplicate Posture I checked visible PraisonAI advisories and local prior PraisonAI submissions. This is distinct from nearby file-read/file-write issues: - `GHSA-9cr9-25q5-8prj` / `CVE-2026-47394` covers MCP CLI `workflow.show`, `workflow.validate`, and `deploy.validate` path handling. This report covers Dynamic Context Discovery artifact tools in `context/queue.py`. - `GHSA-hvhp-v2gc-268q` / `CVE-2026-47397` covers `write_file` arbitrary file write when `workspace=None`. This report is a read-only disclosure issue in artifact helper tools. - Public recipe registry path traversal advisories cover recipe publish/pull storage and extraction. This report does not involve the recipe registry. - Local prior submissions in this harness do not cover `artifact_head`, `artifact_tail`, `artifact_grep`, `artifact_chunk`, or `FileSystemArtifactStore` path containment. ## Severity Suggested severity: High. Suggested CVSS v3.1: Rationale: - `AV`: applies when an application exposes a PraisonAI agent over a network chat/API surface, which is a documented PraisonAI deployment pattern. - `AC`: no race, special environment, or complex path manipulation is required; an absolute readable path is sufficient. - `PR`: an unauthenticated or public-facing agent endpoint can be exploited without an account. Deployments that require authenticated chat/API access may score this as `PR:L`. - `UI`: the attacker directly supplies the prompt/tool argument to the exposed agent surface. - `C`: arbitrary readable host files can contain secrets or private data. - `I/A`: this report demonstrates read-only disclosure. ## Remediation Do not let artifact tools open arbitrary paths. Prefer stable artifact IDs over raw filesystem paths in tool arguments. Recommended fixes: 1. Change tool schemas to accept `artifact_id` plus optional `run_id` and `agent_id`, then resolve those through the artifact store's metadata/index. 2. If path arguments must remain for compatibility, resolve the path with `Path(path).resolve()` and reject it unless it is under `artifact_store.base_dir.resolve()`. 3. Require a valid artifact metadata sidecar for read helpers. Files not created by `FileSystemArtifactStore.store()` should not be readable through artifact tools. 4. Apply the same containment check to `load()`, `head()`, `tail()`, `grep()`, `chunk()`, and `delete()`. 5. Avoid returning absolute host paths in prompt-visible artifact references when an opaque artifact ID would suffice. Minimal containment helper: ```python def _resolve_artifact_path(self, path: str) -> Path: resolved = Path(path).expanduser().resolve() base = self.base_dir.resolve() try: resolved.relative_to(base) except ValueError as exc: raise PermissionError("Artifact path is outside artifact storage") from exc return resolved ``` This helper should be paired with metadata-sidecar validation so arbitrary non-artifact files placed under the base directory are not automatically treated as valid artifacts.

CVE-2026-56834 Affected Praisonai Versions

1 component(s)
Fixed Versions:
4.6.59
Product / Package Ecosystem Affected Versions Fixed Version
praisonai
PyPI
≥ 3.8.1
< 4.6.59
4.6.59

References

Frequently Asked Questions

What is CVE-2026-56834?
CVE-2026-56834 is a security vulnerability in Praisonai involving PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage under CWE-200: Exposure of Sensitive Information to an Unauthorized Actor.
Which Praisonai versions are affected?
Affected versions include releases prior to 4.6.59 across affected packages: praisonai.
What version fixes CVE-2026-56834?
Upgrading to 4.6.59 (or the latest patched release for your respective branch) resolves the vulnerability.
Is praisonai affected?
Yes, praisonai is affected in releases prior to 4.6.59. Upgrade your dependency to 4.6.59 or later.
What is the CVSS score of CVE-2026-56834?
CVE-2026-56834 has a CVSS v3.1 base score of 7.5 (HIGH) with vector string CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N.
What CWE is associated with CVE-2026-56834?
CVE-2026-56834 is classified under CWE-200: Exposure of Sensitive Information to an Unauthorized Actor (The product exposes sensitive information to an actor that is not explicitly authorized to have access to that information.).
How can I check PyPI dependencies for CVE-2026-56834?
Run the dependency tree command: 'pip show praisonai'. This command lists direct and transitive dependencies in your build configuration so you can verify if a vulnerable version is resolved.
Machine-readable OSV JSON OSV v1.5 Schema
Normalized schema output
{
  "schema_version" : "1.4.0",
  "id" : "GHSA-j7qx-p75m-wp7g",
  "modified" : "2026-07-20T21:23:24Z",
  "published" : "2026-06-18T13:52:51Z",
  "aliases" : [ "CVE-2026-56834" ],
  "summary" : "PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage",
  "details" : "# PraisonAI dynamic-context artifact tools read arbitrary host files outside artifact storage\n\n## Summary\n\nPraisonAI's Dynamic Context Discovery feature exposes artifact helper tools\nthrough `ctx.get_tools()`:\n\n```python\nctx = setup_dynamic_context()\n\nagent = Agent(\n    instructions=\"You are a data analyst.\",\n    tools=ctx.get_tools(),\n    hooks=[ctx.get_middleware()],\n)\n```\n\nThe official documentation describes these helpers as a way for the agent to\nexplore large tool-output artifacts that were queued by the middleware:\n\n- large tool outputs are saved as artifacts;\n- the agent receives compact artifact references; and\n- the agent uses `artifact_tail` and `artifact_grep` to explore that data.\n\nThe implemented artifact tools do not enforce that the supplied\n`artifact_path` is an artifact created by the configured store or that it lives\nunder the configured artifact base directory. Instead, `artifact_head`,\n`artifact_tail`, `artifact_grep`, and `artifact_chunk` wrap the caller-supplied\npath directly into an `ArtifactRef` and then read it from the host filesystem.\n\nAs a result, any prompt/user/tool-caller that can influence those tool\narguments can read files readable by the PraisonAI process, such as project\n`.env` files, cloud credentials, SSH keys, source files, or other local data.\n\n## Affected Product\n\n- Repository: `MervinPraison/PraisonAI`\n- Ecosystem: `pip`\n- Package: `praisonai`\n- Component: Dynamic Context Discovery artifact tools\n- Current source path: `src/praisonai/praisonai/context/queue.py`\n- Artifact store path: `src/praisonai/praisonai/context/artifact_store.py`\n- Latest PyPI version validated: `4.6.58`\n- Current `origin/main` validated:\n  `1ad58ca02975ff1398efeda694ea2ab78f20cf3e`\n- Current `origin/main` tag validated: `v4.6.58`\n\nSuggested affected range:\n\n```text\npip:praisonai >= 3.8.1, <= 4.6.58\n```\n\nRepresentative local sweep:\n\n- `3.8.1`: vulnerable\n- `4.0.0`: vulnerable\n- `4.5.113`: vulnerable\n- `4.6.33`: vulnerable\n- `4.6.34`: vulnerable\n- `4.6.40`: vulnerable\n- `4.6.50`: vulnerable\n- `4.6.58`: vulnerable\n\n## Root Cause\n\n`create_artifact_tools()` creates an artifact store bound to `base_dir`, but the\nread tools do not use `base_dir` for containment.\n\nFor example, `artifact_head()` accepts `artifact_path` and immediately creates\nan `ArtifactRef` with that path:\n\n```python\ndef artifact_head(artifact_path: str, lines: int = 50) -> str:\n    ref = ArtifactRef(path=artifact_path, summary=\"\", size_bytes=0)\n    try:\n        return artifact_store.head(ref, lines=lines)\n    except FileNotFoundError:\n        return f\"Error: Artifact not found: {artifact_path}\"\n```\n\n`artifact_tail()`, `artifact_grep()`, and `artifact_chunk()` have the same\npattern. They trust the caller-supplied path rather than resolving it through\nan artifact identifier, store lookup, manifest, or base-directory containment\ncheck.\n\nThe store methods then read that path directly:\n\n```python\ndef head(self, ref: ArtifactRef, lines: int = 50) -> str:\n    file_path = Path(ref.path)\n    if not file_path.exists():\n        raise FileNotFoundError(f\"Artifact not found: {ref.path}\")\n\n    result_lines = []\n    with open(file_path, \"r\", encoding=\"utf-8\", errors=\"replace\") as f:\n        ...\n```\n\nThere is no check equivalent to:\n\n```python\nresolved = Path(ref.path).resolve()\nbase = self.base_dir.resolve()\nresolved.relative_to(base)\n```\n\nThere is also no check that the file has a valid `.meta` sidecar or appears in\n`artifact_list()`.\n\n## Local PoV\n\nRun against the latest PyPI package:\n\n```bash\nuv run --with 'praisonai==4.6.58' \\\n  python poc/pov_prai_cand_026_artifact_tools_arbitrary_file_read.py --json\n```\n\nThe PoV:\n\n1. Creates a temporary artifact base directory.\n2. Creates a separate `outside-secret.txt` file outside that base directory.\n3. Stores one legitimate artifact through `FileSystemArtifactStore.store()`.\n4. Calls `artifact_head()` on the legitimate artifact as a positive control.\n5. Calls `artifact_head()`, `artifact_grep()`, and `artifact_chunk()` on the\n   outside file path.\n6. Confirms `artifact_list()` does not list the outside file.\n\nObserved output summary from `evidence/pov-pypi-4.6.58.json`:\n\n```json\n{\n  \"package\": \"praisonai\",\n  \"package_version\": \"4.6.58\",\n  \"controls\": {\n    \"outside_file_not_listed\": true,\n    \"outside_file_outside_base_dir\": true,\n    \"valid_artifact_read_works\": true\n  },\n  \"outside_head\": \"PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET\",\n  \"outside_grep\": \"Found 1 matches:\\\\n\\\\n--- Line 1 ---\\\\n> PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET\\\\n  second line\",\n  \"outside_chunk\": \"PRAI-CAND-026-OUTSIDE-ARTIFACT-SECRET\",\n  \"outside_file_listed_by_artifact_list\": false,\n  \"vulnerable\": true\n}\n```\n\nThe PoV was rerun successfully after a fresh `origin/main` fetch; see\n`evidence/pov-pypi-4.6.58-rerun.json`.\n\nThe PoV is local-only. It does not start a server, contact a third-party\ntarget, or use real credentials.\n\n## Why This Is Not Intended Behavior\n\nThis report does not claim that every file-reading tool is automatically a\nvulnerability. The issue is narrower: tools documented and named as artifact\nhelpers accept arbitrary host file paths.\n\nThe controls show the intended boundary:\n\n- a valid artifact stored under `base_dir` is readable;\n- an outside file is not returned by `artifact_list()`;\n- the outside file is outside `base_dir`; and\n- the read helpers still disclose the outside file when handed its absolute\n  path.\n\nPraisonAI's own context-security documentation recommends relative paths and\nreviewing ignore rules to avoid sensitive-file exposure. Those controls are\nbypassed when artifact tools can be pointed directly at any readable host path.\n\n## Impact\n\nIf a PraisonAI application exposes an agent with `ctx.get_tools()` to\nuntrusted or lower-trust prompts, the lower-trust caller can request artifact\ntools against arbitrary local paths. This can disclose sensitive host files\nreadable by the PraisonAI process, including:\n\n- project `.env` files;\n- cloud or service credentials;\n- SSH keys;\n- local application configuration;\n- source files and private data; and\n- terminal/history artifacts from other runs if the path is known or guessed.\n\nThe impact is confidentiality-only in the tested surface. Integrity and\navailability are not claimed for this report.\n\n## Duplicate Posture\n\nI checked visible PraisonAI advisories and local prior PraisonAI submissions.\nThis is distinct from nearby file-read/file-write issues:\n\n- `GHSA-9cr9-25q5-8prj` / `CVE-2026-47394` covers MCP CLI\n  `workflow.show`, `workflow.validate`, and `deploy.validate` path handling.\n  This report covers Dynamic Context Discovery artifact tools in\n  `context/queue.py`.\n- `GHSA-hvhp-v2gc-268q` / `CVE-2026-47397` covers `write_file` arbitrary file\n  write when `workspace=None`. This report is a read-only disclosure issue in\n  artifact helper tools.\n- Public recipe registry path traversal advisories cover recipe publish/pull\n  storage and extraction. This report does not involve the recipe registry.\n- Local prior submissions in this harness do not cover `artifact_head`,\n  `artifact_tail`, `artifact_grep`, `artifact_chunk`, or\n  `FileSystemArtifactStore` path containment.\n\n## Severity\n\nSuggested severity: High.\n\nSuggested CVSS v3.1:\n\nRationale:\n\n- `AV`: applies when an application exposes a PraisonAI agent over a network\n  chat/API surface, which is a documented PraisonAI deployment pattern.\n- `AC`: no race, special environment, or complex path manipulation is\n  required; an absolute readable path is sufficient.\n- `PR`: an unauthenticated or public-facing agent endpoint can be exploited\n  without an account. Deployments that require authenticated chat/API access\n  may score this as `PR:L`.\n- `UI`: the attacker directly supplies the prompt/tool argument to the\n  exposed agent surface.\n- `C`: arbitrary readable host files can contain secrets or private data.\n- `I/A`: this report demonstrates read-only disclosure.\n\n## Remediation\n\nDo not let artifact tools open arbitrary paths. Prefer stable artifact IDs over\nraw filesystem paths in tool arguments.\n\nRecommended fixes:\n\n1. Change tool schemas to accept `artifact_id` plus optional `run_id` and\n   `agent_id`, then resolve those through the artifact store's metadata/index.\n2. If path arguments must remain for compatibility, resolve the path with\n   `Path(path).resolve()` and reject it unless it is under\n   `artifact_store.base_dir.resolve()`.\n3. Require a valid artifact metadata sidecar for read helpers. Files not\n   created by `FileSystemArtifactStore.store()` should not be readable through\n   artifact tools.\n4. Apply the same containment check to `load()`, `head()`, `tail()`, `grep()`,\n   `chunk()`, and `delete()`.\n5. Avoid returning absolute host paths in prompt-visible artifact references\n   when an opaque artifact ID would suffice.\n\nMinimal containment helper:\n\n```python\ndef _resolve_artifact_path(self, path: str) -> Path:\n    resolved = Path(path).expanduser().resolve()\n    base = self.base_dir.resolve()\n    try:\n        resolved.relative_to(base)\n    except ValueError as exc:\n        raise PermissionError(\"Artifact path is outside artifact storage\") from exc\n    return resolved\n```\n\nThis helper should be paired with metadata-sidecar validation so arbitrary\nnon-artifact files placed under the base directory are not automatically\ntreated as valid artifacts.",
  "severity" : [ {
    "type" : "CVSS_V3",
    "score" : "CVSS:3.1/AV:N/AC:L/PR:N/UI:N/S:U/C:H/I:N/A:N"
  } ],
  "affected" : [ {
    "package" : {
      "ecosystem" : "PyPI",
      "name" : "praisonai"
    },
    "ranges" : [ {
      "type" : "ECOSYSTEM",
      "events" : [ {
        "introduced" : "3.8.1"
      }, {
        "fixed" : "4.6.59"
      } ]
    } ],
    "database_specific" : {
      "last_known_affected_version_range" : "<= 4.6.58"
    }
  } ],
  "references" : [ {
    "type" : "WEB",
    "url" : "https://github.com/MervinPraison/PraisonAI/security/advisories/GHSA-j7qx-p75m-wp7g"
  }, {
    "type" : "PACKAGE",
    "url" : "https://github.com/MervinPraison/PraisonAI"
  } ],
  "database_specific" : {
    "cwe_ids" : [ "CWE-200", "CWE-22" ],
    "severity" : "HIGH",
    "github_reviewed" : true,
    "github_reviewed_at" : "2026-06-18T13:52:51Z",
    "nvd_published_at" : null
  }
}