Entroly (juyterman1000) MCP Server

entroly PyPI v1.0.83

Published by juyterman1000 — no publish provenance, so origin is unverified, but the source is public: the repository link below is self-declared yet readable, so you can inspect the code before adopting it.

Drop-in Context Assurance for AI agents: reduce avoidable token usage and AI cost with evidence selection, receipts, exact recovery, and verification.

Trust grade
B
86/100
Last scanned get badge →
Trust
B · 86/100
Adoption risk for you: the threat score, then adjusted down for blast radius, publisher verification and how much the scan could see. Deterministic; every point is auditable.
Capability
High
Blast radius if it went rogue — what the server’s tools could reach. Independent of trust.
Coverage
Source
How much the scan could actually inspect. Shallow coverage is stated, never hidden.
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B Why this grade threat 93 − adoption risk = 86/100

The grade answers one question — how safe is this server for you to adopt — so it is computed in two auditable stages. Nothing below is an opinion or an LLM's guess; every line is a real term the deterministic engine applied, and the same input always yields the same number.

1. Threat score — 100 − 7.5 = 93. What the published surface and source actually contain:

PointsWhat was foundCategory
−6.3 Unsafe deserialization MTC-SRC-007 permissions
−1.2 Instruction-override directive MTC-INJ-AUTH-2 injection

2. Client adoption risk — 93 − 7 = 86. Three small, subtract-only factors that reflect your risk in adopting it — a clean scan proves less on a powerful, unverified or barely-inspectable package, so the grade says so plainly:

PointsAdoption-risk factor
−6 capability blast radius (high) — client exposure if the model is manipulated
−1 publisher verification (public source) — no provenance, but the source is public and inspectable

Capability observations and info notes are shown under Findings but never scored. Open any row's finding below for the file, line and evidence behind a deduction.

Findings 15

high Reads a sensitive credential path or dumps the environment (entroly/work_graph_path_policy.py)MTC-SRC-006

In the server's implementation (`entroly/work_graph_path_policy.py:11`): Reading private keys / cloud credentials, or serializing the whole environment, is a sensitive-data source that becomes exfiltration when combined with any egress. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: filename is the leak. ``id_rsa`` and ``credentials.json`` disclose that a secret exists and what kind, and a vendored de

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server entroly/work_graph_path_policy.py

medium Hardcoded egress to an external endpoint (entroly/cli.py)MTC-SRC-003

In the server's implementation (`entroly/cli.py:271`): A hardcoded outbound call to a fixed external host inside server code is a classic exfiltration/telemetry channel — especially paired with reads of local data. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: uest resp = urllib.request.urlopen( "https://pypi.org/pypi/entroly/json", timeout=3

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server entroly/cli.py

medium Unsafe deserialization (entroly/server.py)MTC-SRC-007

In the server's implementation (`entroly/server.py:2249`): Deserializing untrusted data with these APIs can execute arbitrary code (a well-known RCE gadget class). This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: , "CWE-502","Critical","pickle.loads(", None, "Unsafe deserialization"), ("CRYPTO-001","CWE-327","High",

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server entroly/server.py

low Instruction-override directiveMTC-INJ-AUTH-2

Instruction-override directive detected in the description of tool "security_scan". Instruction-like content in tool metadata is executed by the model, not the human, and is the primary tool-poisoning vector.

Evidence: ignore previous instructions

Fix: Tool descriptions should describe behavior, not instruct the assistant. Treat imperative / secrecy / sequencing language in metadata as hostile.

Location: tool security_scan · description

low Dynamic code execution in packaging/dev tooling (benchmarks/language_symbol_coverage.py)MTC-SRC-001

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/language_symbol_coverage.py:246`): Evaluating strings as code is the most direct RCE primitive; if any tool input reaches it, the server executes attacker-chosen code. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: dule_name] = module exec(compile(source, module.__file__, "exec"), module.__dict__) return module def _module_

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/language_symbol_coverage.py

low Shell/command execution in packaging/dev tooling (bench/fix_nb6.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`bench/fix_nb6.py:31`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: entroly'):\n", " subprocess.run(['git', 'clone', '--depth', '1', 'https://github.com/juyterman1000/entroly.git',

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server bench/fix_nb6.py

low Shell/command execution in packaging/dev tooling (bench/quality_eval.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`bench/quality_eval.py:162`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: 8" try: r = subprocess.run( [ "entroly", "optimize", "--task", q

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server bench/quality_eval.py

low Shell/command execution in packaging/dev tooling (benchmarks/agent_symbol_delivery.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/agent_symbol_delivery.py:60`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: str) -> str: return subprocess.run( ["git", *args], cwd=REPO_ROOT, capture_output=True, text=True, check=Tru

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/agent_symbol_delivery.py

low Shell/command execution in packaging/dev tooling (benchmarks/agentic_task_miner.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/agentic_task_miner.py:51`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: etedProcess: return subprocess.run( ["git", "-C", str(repo), *args], capture_output=True, te

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/agentic_task_miner.py

low Shell/command execution in packaging/dev tooling (benchmarks/agentic_tasks_run.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/agentic_tasks_run.py:447`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: ") completed = subprocess.run( [sys.executable, "-m", "pytest", task.test_file, "-q", "--no-header"

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/agentic_tasks_run.py

low Shell/command execution in packaging/dev tooling (benchmarks/audited_runner.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/audited_runner.py:90`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: try: return subprocess.check_output( ["git", "rev-parse", "HEAD"], cwd=ROOT, text=True )

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/audited_runner.py

low Shell/command execution in packaging/dev tooling (benchmarks/closed_set_selection_frontier.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/closed_set_selection_frontier.py:52`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: -> str: completed = subprocess.run( ["git", "rev-parse", "HEAD"], cwd=ROOT, check=True,

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/closed_set_selection_frontier.py

low Shell/command execution in packaging/dev tooling (benchmarks/coding_tasks.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/coding_tasks.py:99`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: try: subprocess.run( task.setup_command, shell=True,

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/coding_tasks.py

low Shell/command execution in packaging/dev tooling (benchmarks/competitive_provenance.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/competitive_provenance.py:64`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: () -> str: result = subprocess.run( ["git", "rev-parse", "HEAD"], cwd=ROOT, capture_output=True, text=True,

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/competitive_provenance.py

low Shell/command execution in packaging/dev tooling (benchmarks/compression_frontier.py)MTC-SRC-002

In a packaging/dev/install script (shipped, but not the server runtime) (`benchmarks/compression_frontier.py:526`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.

Evidence: , Any]: completed = subprocess.run( command, cwd=root, input=json.dumps(payload), ca

Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.

Location: server benchmarks/compression_frontier.py

Tools 74

Each tool and what it can reach — statically extracted from the published source.

  • advance_proof_guided_contextno sensitive capability
  • analyze_codebase_healthno sensitive capability
  • blast_radiusno sensitive capability
  • checkpoint_stateno sensitive capability
  • compile_beliefsno sensitive capability
  • compile_docsno sensitive capability
  • coverage_gapsno sensitive capability
  • create_context_receiptno sensitive capability
  • create_context_receipt_from_pathno sensitive capability
  • create_skillno sensitive capability
Show 64 more tools ↓
  • eicv_suppress_hallucinationsno sensitive capability
  • eicv_verify_claimno sensitive capability
  • entroly_dashboardno sensitive capability
  • entroly_retrieveno sensitive capability
  • epistemic_routeno sensitive capability
  • execute_flowno sensitive capability
  • explain_contextno sensitive capability
  • explain_receipt_omissionno sensitive capability
  • export_training_datano sensitive capability
  • get_statsno sensitive capability
  • ingest_diagramno sensitive capability
  • ingest_diffno sensitive capability
  • ingest_voiceno sensitive capability
  • inspect_proof_guided_contextno sensitive capability
  • list_compression_receiptsno sensitive capability
  • manage_skillsno sensitive capability
  • optimize_contextno sensitive capability
  • prefetch_relatedno sensitive capability
  • prepare_proof_guided_contextno sensitive capability
  • prepare_task_dreamno sensitive capability
  • process_changeno sensitive capability
  • recall_relevantno sensitive capability
  • record_ci_resultno sensitive capability
  • record_command_exitno sensitive capability
  • record_edit_outcomeno sensitive capability
  • record_outcomeno sensitive capability
  • record_test_resultno sensitive capability
  • recover_receipt_omissionno sensitive capability
  • refresh_beliefsno sensitive capability
  • remember_fragmentno sensitive capability
  • render_context_receiptno sensitive capability
  • repo_file_mapno sensitive capability
  • resume_stateno sensitive capability
  • retrieve_compressed_spanno sensitive capability
  • scan_for_vulnerabilitiesno sensitive capability
  • search_compressed_spansno sensitive capability
  • security_reportno sensitive capability
  • security_scanno sensitive capability
  • smart_readno sensitive capability
  • start_workspace_listenerno sensitive capability
  • sync_workspace_changesno sensitive capability
  • vault_hygiene_scanno sensitive capability
  • vault_queryno sensitive capability
  • vault_searchno sensitive capability
  • vault_statusno sensitive capability
  • vault_time_travelno sensitive capability
  • vault_write_actionno sensitive capability
  • vault_write_beliefno sensitive capability
  • verify_and_repairno sensitive capability
  • verify_beliefsno sensitive capability
  • verify_provenanceno sensitive capability
  • verify_responseno sensitive capability
  • work_acknowledge_recoveryno sensitive capability
  • work_claimno sensitive capability
  • work_compile_contextno sensitive capability
  • work_context_faultno sensitive capability
  • work_handoffno sensitive capability
  • work_modificationsno sensitive capability
  • work_record_contextno sensitive capability
  • work_record_executionno sensitive capability
  • work_record_memoryno sensitive capability
  • work_resumeno sensitive capability
  • work_session_statusno sensitive capability
  • work_stateno sensitive capability

What this scan could not see

Versions 10

Scan history per published version. The engine is deterministic — the same version always yields the same score, so a changed score means the package itself changed.

VersionScoreFindingsEngineScanned
v1.0.83 latest B 86/100 15 1.13.0 2026-09-07
v1.0.81 B 86/100 16 1.13.0 2026-08-30
v1.0.78 A 92/100 14 1.13.0 2026-08-25
v1.0.77 A 92/100 14 1.12.1 2026-08-13
v1.0.76 A 92/100 13 1.12.1 2026-08-12
Show 5 more versions ↓
v1.0.75 A 92/100 14 1.12.1 2026-08-05
v1.0.74 A 92/100 14 1.12.1 2026-08-04
v1.0.72 A 92/100 14 1.12.1 2026-08-03
v1.0.70 A 92/100 14 1.12.1 2026-08-01
v1.0.69 A 92/100 14 1.12.1 2026-07-31

Embed this score

Show this server's live Trust Score in your README, docs or website. The badge is served straight from the registry and updates automatically after every rescan — no API key needed. It links back to this page, so anyone who sees the grade can also read the findings behind it instead of taking a number on faith.

MCP Trust Score: B · 86/100
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Verify this score yourself

The score above is reproducible: the same package version always yields the same result. Run it locally or over the free API — no account, no LLM, fully deterministic.

npx mcptrustchecker scan entroly --online --registry pypi

Use the free API → How scoring works

Other implementations of Entroly 1

Independent packages implementing the same tool, scanned with the same engine. Compare all 2 side by side →

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