QuantaOptima
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| quantaoptima_log_actionA | Log any action to the cryptographic audit chain. Every logged action is HMAC-SHA256 signed and hash-chained to the previous action. Tampering with any entry invalidates the entire chain from that point forward. Use this to make any AI agent workflow auditable:
Available on all tiers (Community, Pro, Enterprise). Args: action_type: What happened (e.g., "query", "decision", "file_write", "api_call", "calculation", "approval"). state_before: JSON string of state/input before the action. state_after: JSON string of state/output after the action. metadata: JSON string of extra context (tags, parameters, etc.). actor: Who performed the action (default: "ai-agent"). Returns: JSON with block details including signature and chain position. |
| quantaoptima_verify_chainA | Verify the cryptographic integrity of the audit chain. Checks every HMAC-SHA256 signature and hash link. If any block has been tampered with, verification fails from that point forward. Available on all tiers (Community, Pro, Enterprise). Args: detailed: If true, return per-block verification results. Returns: JSON with verification status and chain statistics. |
| quantaoptima_export_chainA | Export the full audit chain as JSON or as an interactive HTML viewer. The exported file contains every block with its HMAC-SHA256 signature, timestamps, before/after state, and chain linkage. JSON exports can be independently verified by anyone with the HMAC key. HTML exports produce a self-contained interactive timeline that anyone can open in a browser — perfect for sharing with stakeholders, compliance officers, or collaborators. Available on all tiers. Pro adds: advanced analytics and compliance reports. Args: filepath: File path to save the export. If empty, returns data inline. For HTML format, use a .html extension (e.g., "audit_trail.html"). format: "json" (default) or "html" (interactive timeline viewer). Returns: JSON with the exported chain data or confirmation of file save. |
| quantaoptima_chain_statusB | View audit chain statistics and health. Shows the current state of the session's audit chain: how many actions are logged, verification status, action type breakdown, and actors. Available on all tiers (Community, Pro, Enterprise). Returns: JSON with chain statistics. |
| quantaoptima_optimizeA | Run quantum-inspired optimization using the Measurement-Collapse Pruner. Uses interference-enhanced selection to solve black-box optimization problems with built-in cryptographic auditing and interpretability telemetry. Every optimization step is automatically logged to the audit chain. FREE tier: sphere, rastrigin, rosenbrock | 10 dims | 100 iters PRO tier: all 6 objectives | 100 dims | 5000 iters Args: objective: Built-in function name (sphere, rastrigin, rosenbrock, ackley, griewank, levy). The optimizer MAXIMIZES, so built-ins are negated. dimensions: Number of variables (2-100). bounds_low: Lower bound for all variables. bounds_high: Upper bound for all variables. max_iterations: Maximum iterations (10-5000). population_size: Candidate solutions per iteration (10-200). temperature: Boltzmann temperature. Higher = more exploration. seed: Random seed for reproducibility. Returns: JSON with best_solution, best_fitness, quantum_metrics, and audit status. |
| quantaoptima_benchmarkA | [PRO] Compare QuantaOptima against classical optimizers on the same problem. Runs QuantaOptima, Differential Evolution, and Dual Annealing with the same evaluation budget. Returns side-by-side comparison. Requires Pro license. Get one at https://buy.stripe.com/8x24gze0edtu1FwgSUfYY04 Args: objective: Built-in function (sphere, rastrigin, rosenbrock, ackley, griewank, levy). dimensions: Problem dimensionality (2-50). max_evals: Total function evaluation budget (1000-50000). |
| quantaoptima_observeA | [PRO] Inspect the optimization landscape from the last run. Returns interpretability data: how the optimizer explored the search space, where entropy concentrated, which dimensions carried the most information, and how interference shaped the selection trajectory. This is the AI safety / interpretability tool — it reveals what the black-box optimizer is "thinking" by exposing its quantum measurement structure. Requires Pro license. Get one at https://buy.stripe.com/8x24gze0edtu1FwgSUfYY04 |
| quantaoptima_explainB | Human-readable explanation of the last optimization run. Describes what happened, how quantum operators contributed, and whether the result is likely optimal. Available on all tiers (Community, Pro, Enterprise). |
| quantaoptima_auditA | [PRO] Verify the cryptographic audit trail from the last optimization. Each step is HMAC-SHA256 signed and hash-chained. Any tampering invalidates subsequent signatures. Requires Pro license. Get one at https://buy.stripe.com/8x24gze0edtu1FwgSUfYY04 Args: export_path: Optional file path to export audit JSON. |
| quantaoptima_statusB | Check your QuantaOptima license status and available features. Shows current tier, limits, available tools, and upgrade options. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 10 tools
Most tools have distinct purposes, but there is real overlap between quantaoptima_verify_chain (verify chain integrity) and quantaoptima_audit (verify audit trail from last optimization), as well as between quantaoptima_chain_status and quantaoptima_status. Similarly, observe and explain both inspect the last run, which could cause misselection.
All tools share the quantaoptima_ prefix and snake_case, which is predictable. There is minor mixing between verb_noun forms (log_action, verify_chain, export_chain, chain_status) and bare verbs (optimize, benchmark, observe, explain, audit, status), but it remains readable.
10 tools is well within the ideal range and each earns its place, splitting cleanly between optimization (optimize, benchmark, observe, explain) and audit (log_action, verify_chain, export_chain, chain_status, audit) plus a license status check.
The optimization and audit lifecycles are well covered: run, compare, inspect, explain, log, verify, export, and report. Minor gaps exist around retrieving/listing past runs or re-inspecting older results, since observe/explain/audit only target the last run.