Rankings
Live ranking pages for safest, ChatGPT-compatible, company-knowledge-safe, and high-churn MCP servers.
Production-ready requires fresh validation
Client-compatible discovery is not production approval. Current public inventory is still warming; use production trust decisions only when validation evidence is fresh, authenticated behavior is proven, and write-action safeguards are present.
Best ChatGPT-compatible
Remote MCP candidates with strong connector-style auth, discovery, and transport signals.
| Server | Status | Score | Verdict | Top alerts |
|---|---|---|---|---|
ai.dreamlit/mcpSnapshot:
trustsnap_31a5a9542099c711Snapshot last validated: Jun 02, 2026 02:11:28 AM UTC
none
|
Healthy | 84.2 | Needs remediation | Validation evidence is outside TrustOps SLA |
com.pantrypersona/pantry-personaSnapshot:
trustsnap_c1d8962d86a72e1aSnapshot last validated: Jun 02, 2026 01:20:14 AM UTC
none
|
Degraded | 81.6 | Needs remediation | Validation evidence is outside TrustOps SLA Latest validation is degraded |
ai.exa/exaSnapshot:
trustsnap_ce08fef4cadf4761Snapshot last validated: Jun 02, 2026 01:36:27 AM UTC
none
|
Healthy | 79.8 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.getDynamoi/dynamoiSnapshot:
trustsnap_73b802bc52eceaf3Snapshot last validated: Jun 02, 2026 02:21:19 AM UTC
none
|
Healthy | 79.7 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.furtherfox/achriomSnapshot:
trustsnap_0ef298afe4a56b9cSnapshot last validated: Jun 02, 2026 02:26:14 AM UTC
none
|
Healthy | 79.2 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.Shree-git/senditSnapshot:
trustsnap_7efc9d0de79bb6c1Snapshot last validated: Jun 02, 2026 01:45:22 AM UTC
none
|
Healthy | 79.1 | Needs remediation | Validation evidence is outside TrustOps SLA |
app.himalayas/mcpSnapshot:
trustsnap_686e564cee13b742Snapshot last validated: Jun 02, 2026 02:27:00 AM UTC
none
|
Healthy | 78.8 | Needs remediation | Validation evidence is outside TrustOps SLA |
com.ivisa.www/mcpSnapshot:
trustsnap_1091072eed51d845Snapshot last validated: Jun 02, 2026 02:26:53 AM UTC
none
|
Healthy | 78.6 | Needs remediation | Validation evidence is outside TrustOps SLA |
Safest public servers
High-confidence servers with strong production readiness and fresh validation evidence.
Production-trust candidates require fresh validation, authenticated behavior, and write-action safeguards. Most public servers are currently evaluation-grade until publishers complete authenticated verification.
| Server | Status | Score | Verdict | Top alerts |
|---|---|---|---|---|
| No matching servers yet. | ||||
Best for company knowledge
Read-mostly surfaces with lower destructive and execution risk signals.
| Server | Status | Score | Verdict | Top alerts |
|---|---|---|---|---|
ai.exa/exaSnapshot:
trustsnap_ce08fef4cadf4761Snapshot last validated: Jun 02, 2026 01:36:27 AM UTC
none
|
Healthy | 79.8 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.getDynamoi/dynamoiSnapshot:
trustsnap_73b802bc52eceaf3Snapshot last validated: Jun 02, 2026 02:21:19 AM UTC
none
|
Healthy | 79.7 | Needs remediation | Validation evidence is outside TrustOps SLA |
com.wallet-connectors/wallet-verifier-mcpSnapshot:
trustsnap_7321d482a03f43cdSnapshot last validated: Jun 02, 2026 01:46:06 AM UTC
none
|
Healthy | 79.3 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.clouatre-labs/math-mcp-learning-serverSnapshot:
trustsnap_ebb06ccdcfa3d0b8Snapshot last validated: Jun 02, 2026 01:46:09 AM UTC
none
|
Healthy | 79.1 | Needs remediation | Validation evidence is outside TrustOps SLA |
io.github.indicateio/indicate-mcpSnapshot:
trustsnap_7a78e841b9071206Snapshot last validated: Jun 02, 2026 01:36:39 AM UTC
none
|
Healthy | 79.0 | Needs remediation | Validation evidence is outside TrustOps SLA |
app.himalayas/mcpSnapshot:
trustsnap_686e564cee13b742Snapshot last validated: Jun 02, 2026 02:27:00 AM UTC
none
|
Healthy | 78.8 | Needs remediation | Validation evidence is outside TrustOps SLA |
com.pga/pga-golfSnapshot:
trustsnap_675cd6cd53456d89Snapshot last validated: Jun 02, 2026 01:32:05 AM UTC
none
|
Healthy | 78.7 | Needs remediation | Validation evidence is outside TrustOps SLA |
com.ivisa.www/mcpSnapshot:
trustsnap_1091072eed51d845Snapshot last validated: Jun 02, 2026 02:26:53 AM UTC
none
|
Healthy | 78.6 | Needs remediation | Validation evidence is outside TrustOps SLA |
Highest-churn servers to watch
Servers with weaker backward-compatibility and tool-snapshot stability signals deserve closer review.
| Server | Status | Score | Verdict | Top alerts |
|---|---|---|---|---|
| No matching servers yet. | ||||