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Compare MCP servers

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

DimensionToken Optimizer MCPCompression that optimises your bill, not your byte count — and ships the benchmark so you can check it.MartinLoop MCP ServerAn independent control layer that gives AI coding agents budgets, brakes, and receipts
FMRS64 / 100 · C79 / 100 · B
Reliability12 / 2012 / 20
Security and permissions9 / 2018 / 20
Maintenance14 / 2016 / 20
Documentation16 / 2018 / 20
Setup experience13 / 2015 / 20
Best for
  • Long, multi-turn coding agent sessions
  • Developers using several CLI clients at once
  • Teams that need local-only operation, no telemetry, and a commercially usable license
  • Teams that want to verify compression claims with a reproducible benchmark rather than vendor assertions
  • 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
  • Anyone who wants a bare MCP server without installing client hooks or plugins (the README states adding the server alone does not enforce anything)
  • Scenarios where no request content may ever be written to local disk (the proxy writes elided payloads to spill files in the OS temp directory)
  • Users who need a hosted service or cloud account
  • Environments that cannot run Node.js 22+
  • 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
  • Read and write project files for smart reads, diffs and edits
  • Install and run client lifecycle hooks that intercept or re-route tool calls before execution
  • Write cache, knowledge graph, logs and elided-content spill files to local disk
  • Optionally start a compression proxy process bound to the local loopback address
  • Read native CLI usage receipts for token accounting and pricing
  • 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
  • The server refuses or rewrites built-in tool calls (Read, Grep, Glob, Edit, Write, and shell cat/head/grep -r), which in enforce mode can interrupt existing workflows
  • Recoverable elided content is written with 0600 permissions under token-optimizer-spill/ in the OS temp directory and is not deleted while the proxy runs; a kill signal or power loss leaves the directory behind to be cleaned up by hand
  • The proxy does not inspect written content for secrets, so a secret in your conversation can reach a spill file like any other text
  • The local knowledge graph and cache hold project structure, content hashes and derived findings
  • Several comparisons in the README are development-stage or incomplete studies; the project itself states that superiority was not established and that aggregate intervals still span 1.0
  • 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, GitHub Copilot CLI, Gemini CLI, Qwen Code, Cursor, Cline, OpenCode, Kilo, Windsurf, Roo Code, Zed, Amp, Continue, Crush, DroidClaude Code, Codex, Gemini CLI, Cursor, VS Code, GitHub Copilot, Continue
Tools110