ZBS Index What actually exists in applied AI, with the source next to it

mcp server

dominion-observatory

Runtime behavioral trust scoring for MCP servers. Check reliability before calling unknown tools.

Description as published by the maintainer. Source

  • version 1.1.0
  • slowing
  • evaluation

slowing — Registry entry last updated 2026-04-10. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

14 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

check_anomaly(server_url, observed_latency_ms, observed_success_rate)
Check if observed behavior from an MCP server is anomalous compared to baselines. Use this when a server seems slow, unreliable, or returns unexpected results. Returns whether the behavior deviates significantly from normal patterns. Required: server_url.
check_trust(server_url)
Get the trust score and reliability metrics for any MCP server. Use this BEFORE calling an unknown MCP server to assess if it's reliable. Returns trust_score (0-100), latency stats, uptime, success rate, and how many agents have used it. Scores above 70 indicate reliable servers. Scores below 30 indicate risky servers. Required: server_url.
clawhub_skill_trust(skill)
Check the supply-chain trust of a ClawHub (OpenClaw) skill BEFORE installing or invoking it. After the Feb-2026 ClawHavoc supply-chain attack, third-party skills can carry malware. Returns a PASS/UNCERTAIN/FAIL badge and 0-100 score aggregating ClawHub's published security scan (VirusTotal + model), moderation verdict, and provenance. Malicious/suspicious/blocked => FAIL; unscanned => UNCERTAIN. Required: skill.
get_baselines(category)
Get behavioral baselines for a tool category. Shows what 'normal' looks like — average latency, success rates, typical call patterns. Use this to evaluate whether a specific server's performance is within normal range for its category. Required: category.
get_compliance_report(agent_id, end_date, server_url, start_date)
Export a compliance-ready audit trail of all recorded interactions. Formatted for EU AI Act Article 12 and Singapore IMDA Agentic AI Governance Framework. Filter by server, agent, or date range. Essential for enterprises that need to prove their AI agents are behaving correctly.
get_leaderboard(limit, category)
Get the top-rated MCP servers, optionally filtered by category. Use this to discover the most reliable MCP servers in the ecosystem. Categories include: weather, finance, code, data, search, compliance, transport, productivity, communication.
get_mica_attestation(server_url)
Generate an EU AI Act Article 12-style behavioral audit attestation for an MCP server — timestamped, auditable interaction records for record-keeping/traceability. (EU AI Act high-risk obligations were deferred by the Digital Omnibus to 2 Dec 2027 for Annex III and 2 Aug 2028 for Annex I products; GPAI-provider obligations apply from Aug 2026.) Returns behavioral grade, risk level, monitoring continuity status, and links to full audit exports. Required: server_url.
get_server_history(server_url)
Get daily trust score and performance history for a server over the last 30 days. Use this to see trends — is the server improving or degrading? Required: server_url.
observatory_stats
Get overall statistics about the Dominion Observatory — total servers tracked, total interactions recorded, coverage by category, and data freshness. Use this to understand the scope of the trust network.
paid_trust_verdict(payment_tx, server_slug)
Get the PREMIUM behavioral trust verdict for an MCP server, with a signed, citable, tamper-evident attestation receipt. This is a paid x402 service: call WITHOUT payment_tx to receive payment instructions (0.001 USDC on Base), pay, then call again WITH the payment_tx (transaction hash, single-use) to receive the full verdict + receipt. The free check_trust tool remains available for basic scores. Required: server_slug.
preflight_check(target, registry)
Run a PRE-FLIGHT due-diligence check on an MCP server BEFORE your agent invokes it. Returns a verdict (PASS/UNCERTAIN/FAIL/UNRATED) plus a SIGNED, timestamped diligence receipt you keep as proof you performed a trust check — the standard of care after the ClawHavoc/Miasma supply-chain attacks. Call this before connecting to or invoking any unfamiliar MCP server. Required: target.
register_server(name, category, github_url, server_url, description)
Register a new MCP server in the observatory. Server owners can register their servers to start building a trust score. Registration is free. Required: server_url, name.
report_interaction(success, tool_name, error_type, latency_ms, server_url, http_status, error_message)
Report the outcome of calling an MCP server. Call this AFTER you use any MCP server to contribute to the trust network. Your report helps other agents make better decisions. This is free and takes <1ms. Required: server_url, success.
verify_attestation(jws)
Cryptographically verify a Dominion signed attestation (JWS) — e.g. a trust-verdict receipt, gateway attestation, or MCP Verified badge. Stateless: checks the Ed25519 signature against Dominion's published public key (no trust in this server required). Use this to confirm a receipt another party gave you is authentic and untampered. Required: jws.

Last successful function declaration observed on . Source: https://dominion-observatory.sgdata.workers.dev/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://dominion-observatory.sgdata.workers.dev/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.1.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-04-10 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-04-10 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 14 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe dominion-observatory.sgdata.workers.dev
mcp endpoint status ok The server listed 14 functions when asked. as of probe dominion-observatory.sgdata.workers.dev

Where to get it

Also from vdineshk

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://dominion-observatory.sgdata.workers.dev/mcp — dominion-observatory.sgdata.workers.dev, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.