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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionSerena BSL Language ServerSemantic analysis configuration for BSL codeMartinLoop MCP ServerAn independent control layer that gives AI coding agents budgets, brakes, and receipts
FMRS34 / 100 · D79 / 100 · B
Reliability3 / 2012 / 20
Security and permissions8 / 2018 / 20
Maintenance10 / 2016 / 20
Documentation6 / 2018 / 20
Setup experience7 / 2015 / 20
Best for
  • Serena projects requiring a BSL language configuration
  • Environments using Russian for code-language or diagnostic output
  • Engineering teams scaling AI coding agents while controlling spend
  • Platform teams that need auditable, rollback-aware agent execution records
  • Organizations using multiple agents (Claude, Codex, Gemini) under one governed flow
Not for
  • Standalone integrations requiring a documented tool list
  • Deployments requiring confirmed transport, authentication, or client configuration
  • Developers who just want a simple code-completion helper without run governance
  • Teams unwilling to accept local JSONL run records with HMAC signing
  • Environments without a supported adapter (Claude/Codex/Gemini CLIs, direct provider, or verifier-only)
Required permissions
  • The source does not specify filesystem, network, or other permissions
  • When run through Serena's general workflow, actual permissions depend on the client and project configuration
  • Read/write access to the configured repo root (writable scope restrictable via --allow-path/--deny-path)
  • Ability to invoke the chosen agent CLI (Claude/Codex/Gemini, etc.) and its underlying model account
  • Local disk writes for run records, receipts, and share outputs (share/run-receipt., etc.)
  • Execution of user-configured verifier commands (e.g. npm test)
Risks and side effects
  • Diagnostics are computed only on save, so unsaved changes may not be reflected immediately
  • BSL support may require additional dependencies not identified in the source
  • Capabilities of Serena's other backends or tools must not be attributed directly to this configuration
  • Verifier commands are executed; poorly chosen verifier commands carry security risk despite preflight policy checks
  • Cost and token figures may be estimates (labeled with provenance) and should not be treated as settled accounting
  • Receipt integrity must be verified before use as trustworthy evidence; missing rollback evidence is flagged as EVIDENCE_BOUNDARY
  • Policy defaults come from martin.config.yaml and can be overridden by CLI flags; misconfiguration can loosen safety boundaries
Supported clientsClaude Code, Codex, Gemini CLI, Cursor, VS Code, GitHub Copilot, Continue
Tools00