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Explorer/MCP/vdineshk/dominion-observatory
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dominion-observatory

vdineshk/dominion-observatory

Behavioral trust scoring and MCP gateway proxy for 14,820+ MCP servers. Query real attestation data — interaction history, success rates, latency, uptime — before your agent executes sensitive operations. **8 tools** for trust evaluation, server discovery, and health monitoring: - `get-trust-score` — instant trust score (0-100) for any MCP server - `query-server` — full behavioral profile with attestation evidence - `list-servers` — browse the entire 14,820+ server directory - `get-leaderboard` — top-ranked servers by trust score - `check-health` — real-time uptime and latency checks - `get-compliance-report` — MiCA Article 12 compliance attestation receipts - `report-outcome` — report tool call outcomes to improve trust data - `get-baselines` — historical behavioral baselines **MCP Gateway Proxy**: Route agent calls through Observatory for automatic trust verification and compliance attestation. Every proxied call gets a trust check + signed attestation receipt. **Use cases**: Agent-to-agent commerce trust verification, MiCA Article 12 compliance (EU enforcement July 1, 2026), pre-flight trust checks before sensitive operations, continuous behavioral monitoring. Published spec: CTEF v0.3.2 (Zenodo DOI: 10.5281/zenodo.20285663)

8 tools available ↓
The Journeyman
A reasonable amount of history and nothing concerning in the scan.
Time indexed (5mo)
8toolsRemote/ HTTP5moindexed
100% uptime · 303ms avgChecked Sep 12, 2026
Quality Score
67/95
Deep
Risk Score
0/100
Clean
▸How is this calculated?
Quality Breakdown
Tenure13.9/20
161 days indexed
Capability16.9/25
Tools: 4.9/13 (8 tools)
Description: 5/5 ✓
Endpoint: 7/7 ✓
Adoption11.2/25
Use count: 11.2/20 (630 uses)
Multi-registry: 0/5 (1 registry)
Reliability24.7/25
Currently live: 10/10 ✓
Uptime history: 14.7/15 98% (51/52 checks)
Security scan: 0 pts in v1.0; ready to weight when coverage improves
Risk
0— Clean
No signals detected.
The scanner shows
8 tools. Registry verified. Nothing caught our attention.
First indexed Apr 8, 2026
Server Profile
⚙
Tools catalogued
8
8 tools available. Full list below.
☁
Hosting
Remote / HTTP
Runs on the internet. No access to your filesystem, SSH keys, or environment variables.
✓
Registry presence
Verified
Listed on the Official MCP Registry under Linux Foundation governance.
●
Liveness
100%
Based on 48 checks. Average response: 303ms.
Publisher Verification
✓ Listed on the Official MCP Registry under Linux Foundation governance.
Endpoint
https://dominion-observatory--vdineshk.run.tools
Tools (8)
check_trust
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.
report_interaction
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.
get_leaderboard
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_baselines
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.
check_anomaly
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.
register_server
Register a new MCP server in the observatory. Server owners can register their servers to start building a trust score. Registration is free.
Show all 8 tools ↓
get_server_history
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?
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.

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