CVE-2026-32247: Graphiti core Graphiti Vulnerable To Cypher Injection Vulnerability
HIGHCVE-2026-32247 is a HIGH (CVSS 8.1) graphiti vulnerable to cypher injection vulnerability (CWE-943: Improper Neutralization of Special Elements in Data Query Logic) affecting Graphiti core libraries in the PyPI ecosystem. The issue involves graphiti vulnerable to cypher injection via unsanitized node_labels in search filters. Remediation is available by upgrading affected packages to version 0.28.2.
CVE-2026-32247 at a Glance
Security Impact
CVSS: 8.1
The security impact metrics below are parsed directly from the CVSS v3.1 vector string (CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N).
How to Fix CVE-2026-32247
To remediate this vulnerability, upgrade all affected Graphiti core dependencies to a patched release. Both direct and transitive dependencies should be checked, as frameworks or security libraries may pull in vulnerable versions transitively.
pip install graphiti-core>=0.28.2
Run the following command in your project directory to verify that all resolved dependencies use the patched release:
pip show graphiti-core
How to Check if You Are Affected
To determine whether your Python environment is affected by CVE-2026-32247, inspect your installed packages using pip:
pip show graphiti-core
Analyze the terminal output to locate any version of Graphiti core in your dependency tree. If any resolved version matches the vulnerable ranges listed in the table below (for example, versions earlier than 0.28.2), your application is affected.
Note: The pip show graphiti-core command checks currently installed packages in your active Python environment.
Technical Details
Vulnerability Mechanism & Technical Analysis
This vulnerability is classified under CWE-943: Improper Neutralization of Special Elements in Data Query Logic, where the product generates a query intended to access or manipulate data in a data store such as a database, but it does not neutralize or incorrectly neutralizes special elements that can modify the intended logic of the query. In Graphiti core, 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
CVE-2026-32247 Affected Graphiti core Versions
1 component(s)| Product / Package | Ecosystem | Affected Versions | Fixed Version |
|---|---|---|---|
|
graphiti-core
|
PyPI |
< 0.28.2
|
0.28.2
|
References
Frequently Asked Questions
What is CVE-2026-32247?
Which Graphiti core versions are affected?
What version fixes CVE-2026-32247?
Is graphiti-core affected?
What is the CVSS score of CVE-2026-32247?
What CWE is associated with CVE-2026-32247?
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Machine-readable OSV JSON
OSV v1.5 Schema
{
"schema_version" : "1.4.0",
"id" : "GHSA-gg5m-55jj-8m5g",
"modified" : "2026-03-13T13:36:04Z",
"published" : "2026-03-12T17:26:16Z",
"aliases" : [ "CVE-2026-32247" ],
"summary" : "Graphiti vulnerable to Cypher Injection via unsanitized node_labels in search filters",
"details" : "### Summary\n\nGraphiti versions before `0.28.2` contained a Cypher injection vulnerability in shared search-filter construction for non-Kuzu backends. Attacker-controlled label values supplied through `SearchFilters.node_labels` were concatenated directly into Cypher label expressions without validation.\n\nIn MCP deployments, this was exploitable not only through direct untrusted access to the Graphiti MCP server, but also through prompt injection against an LLM client that could be induced to call `search_nodes` with attacker-controlled `entity_types` values. The MCP server mapped `entity_types` to `SearchFilters.node_labels`, which then reached the vulnerable Cypher construction path.\n\nAffected backends included Neo4j, FalkorDB, and Neptune. Kuzu was not affected by the label-injection issue because it used parameterized label handling rather than string-interpolated Cypher labels.\n\nThis issue was mitigated in `0.28.2`.\n\n### Affected Versions\n\n- `0.28.1` and earlier\n\n### Fixed Version\n\n- `0.28.2`\n\n### Affected Components\n\n- Graphiti Core search filter construction\n- Graphiti MCP Server `search_nodes` when used by an LLM client processing untrusted prompts\n\n### Technical Details\n\nBefore `0.28.2`, Graphiti joined `SearchFilters.node_labels` with `|` and inserted the result directly into Cypher label expressions in the shared search-filter constructors used by non-Kuzu providers.\n\nThe vulnerable logic was effectively:\n\n- `node_labels = '|'.join(filters.node_labels)`\n- `node_label_filter = 'n:' + node_labels`\n\nThe same pattern was also used in edge-search filter construction.\n\nIn MCP deployments, `search_nodes` accepted an `entity_types` argument and passed it directly to `SearchFilters(node_labels=entity_types)`. An attacker who could influence prompts processed by an LLM client with Graphiti MCP access could use prompt injection to steer the model into invoking `search_nodes` with crafted `entity_types` values containing Cypher syntax. Those values would then be interpolated into Cypher before `0.28.2`.\n\n### Impact\n\nSuccessful exploitation could allow arbitrary Cypher execution within the privileges of the configured graph database connection, including:\n\n- reading graph data outside the intended search scope\n- modifying graph data\n- deleting graph data\n- bypassing logical group isolation enforced at the query layer\n\n### Additional Note on `group_ids`\n\nSeparately, the original report also identified a narrower issue in fulltext search query construction for unvalidated `group_ids`. That issue was distinct from the Cypher label-injection path described above and was also mitigated in `0.28.2`.\n\n### Mitigation\n\nUpgrade to `0.28.2` or later.\n\nVersion `0.28.2` added:\n\n- validation of `SearchFilters.node_labels`\n- defense-in-depth label validation in shared search-filter constructors\n- validation of entity node labels in persistence query builders\n- validation of `group_ids` in shared search fulltext helpers\n\n### Workarounds\n\nIf you cannot upgrade immediately:\n\n- do not expose Graphiti MCP tools to untrusted users or to LLM workflows that process untrusted prompt content\n- avoid passing untrusted values into `SearchFilters.node_labels` or MCP `entity_types`\n- restrict graph database credentials to the minimum privileges required\n\n### Credits\n\n@4n93L for their original report.",
"severity" : [ {
"type" : "CVSS_V3",
"score" : "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N"
} ],
"affected" : [ {
"package" : {
"ecosystem" : "PyPI",
"name" : "graphiti-core"
},
"ranges" : [ {
"type" : "ECOSYSTEM",
"events" : [ {
"introduced" : "0"
}, {
"fixed" : "0.28.2"
} ]
} ],
"database_specific" : {
"last_known_affected_version_range" : "<= 0.28.1"
}
} ],
"references" : [ {
"type" : "WEB",
"url" : "https://github.com/getzep/graphiti/security/advisories/GHSA-gg5m-55jj-8m5g"
}, {
"type" : "ADVISORY",
"url" : "https://nvd.nist.gov/vuln/detail/CVE-2026-32247"
}, {
"type" : "WEB",
"url" : "https://github.com/getzep/graphiti/pull/1312"
}, {
"type" : "WEB",
"url" : "https://github.com/getzep/graphiti/commit/7d65d5e77e89a199a62d737634eaa26dbb04d037"
}, {
"type" : "PACKAGE",
"url" : "https://github.com/getzep/graphiti"
}, {
"type" : "WEB",
"url" : "https://github.com/getzep/graphiti/releases/tag/v0.28.2"
} ],
"database_specific" : {
"cwe_ids" : [ "CWE-943" ],
"severity" : "HIGH",
"github_reviewed" : true,
"github_reviewed_at" : "2026-03-12T17:26:16Z",
"nvd_published_at" : "2026-03-12T19:16:19Z"
}
}