Skills/PyPI/project-memory-mcp

project-memory-mcp@0.6.0b16

VERIFIED· not started

Publisher claims: "Local project memory for decisions, evidence and outcomes, with bounded MCP retrieval." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher dankaro-projects · publishing for 62 daysInstalls 346Last detonated 1 h ago
$claude mcp add project-memory-mcp -- uvx project-memory-mcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
no vendor host named in the code
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it under the guard. Not started: dependency install failed; the server itself was not observed. The code names no credential variable; the guard pins the network to what the honeypot saw and logs every call.

$vet-skills run --net declared -- uvx project-memory-mcp

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-15 and scored it 85/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.1sprocessdependency install exit 1 ·
0.1sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.1sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

MEDIUM
File type combined with upload actionmemory_module/hosts.py:420 · File type combined with upload action — agent may exfiltrate local data files"""Start the host with prompt.txt as input and wait. Return (state, error) when stopped early, otherwise (None, '').Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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File type combined with upload actionmemory_module/reviews.py:1074 · File type combined with upload action — agent may exfiltrate local data files(folder/'prompt.txt').write_text(packet if hosts.profile(run['host']).packet_in_input else dumps(evidence), encoding='utf-8')Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedmemory_module/vault.py:490 · Python subprocess execution detectedprocess = subprocess.Popen(python_args('memory_module.vault') + ['--db', str(memory.path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedscripts/check_publication.py:101 · Python subprocess execution detectedfiles = subprocess.check_output(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedmemory_module/hosts.py:746 · Python subprocess execution detectedresult = subprocess.run([program, '--version'], capture_output=True, text=True, timeout=15, stdin=subprocess.DEVNULL)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedmemory_module/reviews.py:779 · Python subprocess execution detectedprocess = subprocess.Popen(python_args('memory_module.reviews')+['--db', str(memory.path), '--run', run['id']],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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File type combined with upload actionmemory_module/hosts.py:870 · File type combined with upload action — agent may exfiltrate local data files(folder / 'prompt.txt').write_text(prompt + '\n\n' + PROBE_EVIDENCE if found.packet_in_input else PROBE_EVIDENCE,Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedmemory_module/shared.py:144 · Python subprocess execution detectedresult = subprocess.run(['git', '-C', str(root), *args], capture_output=True, text=True,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedmemory_module/hosts.py:428 · Python subprocess execution detectedself.process = subprocess.Popen(args, cwd=cwd, stdin=incoming, stdout=out, stderr=err, env=environment,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedmemory_module/live.py:377 · Python subprocess execution detectedprocess = subprocess.Popen(python_args('memory_module.live') + ['--db', str(path), '--state', str(state)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedmemory_module/cli.py:58 · Python subprocess execution detectedrun=subprocess.run(python_args('memory_module.cli')+['serve','--db',str(path)],input=''.join(json.dumps(r)+'\n' for r in requests),text=True,encoding='utf-8',capture_output=True,timeout=20)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedmemory_module/health.py:59 · Python subprocess execution detectedprocess = subprocess.Popen(['codex', 'app-server', '--stdio'], cwd=project, stdin=subprocess.PIPE,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedmemory_module/focus.py:552 · Python subprocess execution detectedchecked = subprocess.run(check['command'], cwd=tree / snapshot.get('repository_prefix', ''),Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_codex.py:143 · Python subprocess execution detectedresult=subprocess.run([sys.executable,'-m','memory_module.mcp','--db',str(self.m.path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_hive.py:920 · Python subprocess execution detectedprocess = subprocess.run([sys.executable, '-m', 'memory_module.cli', 'hive-serve', '--hive', str(self.h.path),Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_claude.py:157 · Python subprocess execution detectedrun=subprocess.run(base[:-2]+['--db',str(self.project/'missing.sqlite')],input=payload,text=True,capture_output=True,timeout=60,env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_codex.py:228 · Python subprocess execution detectedresult=subprocess.run([sys.executable,'-m','memory_module.mcp','--db',str(self.m.path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actiontests/browser/fixture.py:710 · File type combined with upload action — agent may exfiltrate local data filesstore.db.execute('INSERT INTO usage_records (entry,host,kind,started_at,ended_at,input_tokens,output_tokens,total_tokens,'Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_delegation.py:136 · Python subprocess execution detectedresult = subprocess.run(['git', '-C', str(cwd or self.project), *args], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedscripts/check_publication.py:126 · Python subprocess execution detectedbody = subprocess.check_output(['git', 'cat-file', 'blob', oid.decode()], cwd=root)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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File type combined with upload actiontests/test_claude.py:157 · File type combined with upload action — agent may exfiltrate local data filesrun=subprocess.run(base[:-2]+['--db',str(self.project/'missing.sqlite')],input=payload,text=True,capture_output=True,timeout=60,env=env)Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_guards.py:490 · Python subprocess execution detectedrun = subprocess.run([sys.executable, '-m', 'memory_module.codex_host', '--db', str(self.m.path), '--host', 'claude'],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_daily_use.py:18 · Python subprocess execution detectedsubprocess.run(['git', '-C', str(self.root), *args], check=True, capture_output=True, env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_feedback.py:222 · Python subprocess execution detectedprocesses=[subprocess.Popen(cmd,stdout=subprocess.PIPE,text=True) for cmd in commands]Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Stripe-like API key pattern detectedtests/test_delegation.py:579 · Stripe-like API key pattern detected — possible hardcoded or harvested keyself.assertNotIn('sk_live_FAKE_INLINE_TOKEN_123', review['snapshot']['diff'])Fix: Never read or enumerate credential locations; accept a documented environment variable instead.
AST03
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Access to sensitive file pathstests/test_guards.py:35 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files('/etc/passwd', ['src'], False),Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
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Python subprocess execution detectedscripts/installed_smoke.py:17 · Python subprocess execution detectedsubprocess.run([str(python),'-m','pip','install','--no-deps',str(wheel)],check=True,capture_output=True,cwd=project,env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Access to sensitive file pathstests/test_guards.py:49 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesfor path in ['/etc/x.json', '/etc/agent-settings.json', '/etc/passwd']:Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
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Python subprocess execution detectedtests/test_claude.py:154 · Python subprocess execution detectedrun=subprocess.run(base,input=payload,text=True,capture_output=True,timeout=60,env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_codex.py:258 · Python subprocess execution detectedrun=subprocess.run(command,input=dumps(initialize)+'\n'+dumps(request)+'\n',text=True,capture_output=True,check=True,cwd=Path(__file__).resolve().parent.parent)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_codex.py:198 · Python subprocess execution detectedprocess=subprocess.run([sys.executable,'-m','memory_module.mcp','--db',str(self.m.path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedscripts/installed_smoke.py:33 · Python subprocess execution detectedchild=subprocess.run(installed['launcher']+['doctor','--project',str(project)],check=True,capture_output=True,text=True,cwd=project,env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Stripe-like API key pattern detectedtests/test_delegation.py:564 · Stripe-like API key pattern detected — possible hardcoded or harvested key'parameters': [{'name': 'Authorization', 'value': 'Bearer sk_live_FAKE_INLINE_TOKEN_123'}]}}}]}Fix: Never read or enumerate credential locations; accept a documented environment variable instead.
AST03
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Python subprocess execution detectedscripts/installed_smoke.py:12 · Python subprocess execution detectedsubprocess.run([sys.executable,'-m','venv',str(venv)],check=True,capture_output=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_documents.py:82 · Python subprocess execution detectedrun = subprocess.run([sys.executable, '-m', 'memory_module', '--db', str(self.m.path), 'document',Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedscripts/installed_smoke.py:28 · Python subprocess execution detected…assert report['mcp_process_verified'] and report['integrity']=='ok' runtime=subprocess.run([str(python),'-I','-c',"from pathlib import Path; import json,memory_module; fro…Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_claude.py:151 · Python subprocess execution detectedrun=subprocess.run(base,input=payload,text=True,capture_output=True,timeout=60,env=env)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_feedback.py:70 · Python subprocess execution detectedrun=subprocess.run(args+['--if-unmanaged'],input=payload,text=True,capture_output=True,check=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
File type combined with upload actiontests/test_hive.py:123 · File type combined with upload action — agent may exfiltrate local data filesself.log(swarm, 'codex-1', 'question', claim='Which input shows the wrong value?', addressee='user')Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_coverage.py:221 · Python subprocess execution detectedrun=subprocess.run([sys.executable,'-m','memory_module.codex_host','--db',str(self.m.path)],input=json.dumps(event),text=True,capture_output=True,timeout=5)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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File type combined with upload actiontests/test_hive.py:207 · File type combined with upload action — agent may exfiltrate local data filesquestion = self.log(swarm, 'claude-2', 'question', claim='Which input shows the wrong value?', addressee='role:worker')Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_feedback.py:175 · Python subprocess execution detected…b'{}',method='POST')) self.assertEqual(post.exception.code,405) subprocess.run([sys.executable,'-c',"from memory_module import Memory; import sys; m=Memory(sys…Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Stripe-like API key pattern detectedtests/test_delegation.py:576 · Stripe-like API key pattern detected — possible hardcoded or harvested keyself.assertNotIn('sk_live_FAKE_INLINE_TOKEN_123', body)Fix: Never read or enumerate credential locations; accept a documented environment variable instead.
AST03
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Python subprocess execution detectedtests/test_coverage.py:227 · Python subprocess execution detectedrun=subprocess.run([sys.executable,'-m','memory_module.codex_host','--db',str(self.m.path)],input=json.dumps(event),text=True,capture_output=True,timeout=5)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_feedback.py:73 · Python subprocess execution detectedsubprocess.run(args,input=payload,text=True,capture_output=True,check=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_focus.py:152 · Python subprocess execution detectedresult = subprocess.run(['git', '-C', str(self.project), *args], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedtests/test_codex.py:112 · Python subprocess execution detectedrun=subprocess.run([sys.executable,'-m','memory_module.mcp','--db',str(self.m.path)],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
MEDIUM
Python subprocess execution detectedscripts/installed_smoke.py:19 · Python subprocess execution detectedresult=subprocess.run([str(cli),*args],capture_output=True,text=True,cwd=project,env=env,timeout=30)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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File type combined with upload actiontests/test_hive.py:208 · File type combined with upload action — agent may exfiltrate local data filesanswer = self.log(swarm, 'codex-1', 'answer', claim='The input minus one shows the wrong value.', target=question)Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
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Python subprocess execution detectedtests/test_hive.py:28 · Python subprocess execution detectedresult = subprocess.run(['git', '-C', str(folder), *args], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedscripts/check_publication.py:116 · Python subprocess execution detectedentries = subprocess.check_output(['git', 'ls-tree', '-rz', ref], cwd=root)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Access to sensitive file pathstests/test_guards.py:36 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files('/etc/passwd', ['/etc'], True),Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
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Access to sensitive file pathstests/test_guards.py:34 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files('/etc/passwd', ['.'], False),Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
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Access to sensitive file pathstests/test_guards.py:527 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filescodex_host.capture(self.m, self.hook('Write', {'file_path': '/etc/passwd', 'content': 'x'}, tool_use_id='out-all'), host='claude')Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
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Python subprocess execution detectedtests/test_claude.py:143 · Python subprocess execution detectedrun=subprocess.run(command,shell=True,input=json.dumps(payload),text=True,capture_output=True,timeout=60)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_scenarios.py:62 · Python subprocess execution detectedself.process = subprocess.Popen(LAUNCHER + ['serve', '--db', str(database)], stdin=subprocess.PIPE,Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_workflow.py:261 · Python subprocess execution detectedresult=subprocess.run(cmd+['hook'],input=dumps({'actor':'host','event':'resume'}),text=True,capture_output=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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File type combined with upload actiontests/test_hosts.py:103 · File type combined with upload action — agent may exfiltrate local data files'--output-schema', str(self.folder / 'schema.json'), '--output-last-message', str(self.folder / 'answer.json'),Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_memory.py:314 · Python subprocess execution detectedinvalid = subprocess.run(cmd + ["context", "authentication", "--max-chars", "1"], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_scenarios.py:129 · Python subprocess execution detectedresult = subprocess.run(['git', '-C', str(self.project), *args], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_routing.py:294 · Python subprocess execution detectedsubprocess.run(['git', '-C', str(project), *args], check=True, capture_output=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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File type combined with upload actiontests/test_hive.py:308 · File type combined with upload action — agent may exfiltrate local data fileschallenge = self.log(swarm, 'd2', 'challenge', claim='The parser drops the sign of negative input.', target=conclusion,Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
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Python subprocess execution detectedtests/test_host_probe.py:68 · Python subprocess execution detectedresult = subprocess.run(hive, input=''.join(json.dumps(item) + '\n' for item in messages), capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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File type combined with upload actiontests/test_hive.py:294 · File type combined with upload action — agent may exfiltrate local data filesself.log(swarm, 'c2', 'challenge', claim='The sign fix breaks input with spaces.', target=conclusion,Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
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Python subprocess execution detectedtests/test_scenarios.py:199 · Python subprocess execution detectedreturn subprocess.run(LAUNCHER + ['hook', '--db', str(self.database), '--host', host],Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
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Python subprocess execution detectedtests/test_workflow.py:263 · Python subprocess execution detectedresult=subprocess.run(cmd+['html',str(self.root/'cli.html')],text=True,capture_output=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
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Python subprocess execution detectedtests/test_memory.py:311 · Python subprocess execution detectedresult = subprocess.run(cmd + ["metrics"], capture_output=True, text=True)Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05

Cost to the agent

Instructions loaded
≈7,471 tok
2 files · 81 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for project-memory-mcp@0.6.0b16 as of 45 min ago. This is the package itself, not its dependencies.