io.github.GuardBee/agent-graph-auditor
NPM · @GUARDBEE/MCP-AGENT-GRAPH-AUDITOR
Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs
Available components
Last scanned (1 hour ago)
Scores higher than 65% of npm servers
Category Security
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security98
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- No install/post-install scripts declared.Pass
- 31 of 93 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to GuardBee/guardbee-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 7 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability77
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 319 tokens (~79/item across 4 items; 4 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 14 Oct 26 +32
- Injection markers: unverified → pass ▲ security
- First check of Judged manipulation: pass security
- Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window). security
- Tool coverage: unverified → 100 ▲ functional
- MCP protocol: unverified → pass ▲ functional
- First check of Schema quality: fail functional
- First check of Schema quality: excellent functional
- First check of Destructive annotations: pass functional
- First check of Schema quality: pass functional
- First check of Tool coverage: 100 functional
- 13 Oct 26 49
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 19 Oct 2026 · Analysed npm/@guardbee/mcp-agent-graph-auditor@0.1.3
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | npm |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | GuardBee/guardbee-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/GuardBee/guardbee-mcp/.github/workflows/release.yml@refs/heads/main |
| Rekor log index | 3209946395 |
| Predicate type | SLSA build provenance https://slsa.dev/provenance/v1 |
| Subject digest | sha512:6c8368d46b32e960da088402268772ffea99b09d24f620dc3ddefc771abb7b5793c8b3924ab93124a2efe98ab82c7f2671445b7dd7b6e02d9ab63b981 |
Background: How many MCP packages publish verified provenance →
Dependencies 93 packages
| Packages resolved | 93 |
|---|---|
| Stale | 31 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
list_patterns ~30
List every dangerous-capability rule this auditor looks for at the end of a delegation path, grouped by category
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
scan_directory ~136
Recursively scan a directory of Python files and report excessive-agency paths found in each. Each file's agent/tool graph is analyzed independently — variable references don't resolve across files, so a Crew/GroupChat whose members are defined in a different file than the assembling call won't be connected.
| Name | Type | Req | Description |
|---|---|---|---|
| exclude | array | – | Skip files/dirs whose path contains one of these strings |
| include | array | – | Only scan files whose path contains one of these strings |
| maxFiles | integer | – | Maximum number of files to scan (default: 2000) |
| path | string | yes | Absolute or relative path to the directory to scan |
No output schema declared.
No examples provided.
scan_file ~49
Scan a single Python file for excessive-agency paths across LangGraph/CrewAI/AutoGen orchestration constructs
| Name | Type | Req | Description |
|---|---|---|---|
| path | string | yes | Absolute or relative path to the .py file to scan |
No output schema declared.
No examples provided.
scan_text ~104
Scan a Python snippet defining a multi-agent orchestration (LangGraph, CrewAI, or AutoGen/ag2) for excessive agency reachable through delegation or group membership — an agent with no dangerous tool of its own that can still reach one (shell/code-exec/file-write/network/credentials) through another agent it can hand off to.
| Name | Type | Req | Description |
|---|---|---|---|
| content | string | yes | The Python source to scan |
| label | string | – | Optional label shown in findings (e.g. filename) |
No output schema declared.
No examples provided.
How do I install the io.github.GuardBee/agent-graph-auditor MCP server?
io.github.GuardBee/agent-graph-auditor runs locally as an npm package, launched with npx -y @guardbee/mcp-agent-graph-auditor. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
npm · @guardbee/mcp-agent-graph-auditor
claude mcp add guardbee-agent-graph-auditor -- npx -y @guardbee/mcp-agent-graph-auditor
What is the io.github.GuardBee/agent-graph-auditor MCP server?
io.github.GuardBee/agent-graph-auditor is an MCP server listed in the public MCP registry as io.github.GuardBee/agent-graph-auditor. Finds transitive excessive agency across LangGraph/CrewAI/AutoGen orchestration graphs. This page covers its npm package (@guardbee/mcp-agent-graph-auditor).
Is the io.github.GuardBee/agent-graph-auditor MCP server safe to use?
io.github.GuardBee/agent-graph-auditor scores 81 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 19 October 2026. It declares no install or post-install scripts. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.GuardBee/agent-graph-auditor MCP server expose?
io.github.GuardBee/agent-graph-auditor exposes 4 tools: scan_text, scan_file, scan_directory, list_patterns. Their descriptions and schemas cost roughly 319 tokens of context every time the server is loaded.
Is the io.github.GuardBee/agent-graph-auditor MCP server still maintained?
io.github.GuardBee/agent-graph-auditor is still listed as active in the MCP registry. We last reached this channel on 19 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.GuardBee/agent-graph-auditor MCP server under?
io.github.GuardBee/agent-graph-auditor declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.