Find an observed MCP server.
Search the current public readiness index. Results describe outside-in measurements at a point in time; they do not rank vendors or imply safety, quality or endorsement.
- Indexed domains
- 4,418
- Matching
- 4,418
- Index rebuilt
- 2026-09-16
- Measurements dated
- 2026-06-18
- Display cap
- 48 results
Attestations derive from a passport snapshot dated source_snapshot_as_of, re-signed on generated_at. For CURRENT per-endpoint status use the lookup_readiness MCP tool or /observatory/check/ (live observation ledger).
Stratified sample
48 shownNo search filter is active, so this page shows a bounded A–D sample rather than silently presenting only the strongest grades.
ai.agentdm/agentdm
api.agentdm.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 3/10 (30%) checks passed, but the signed grade is A). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 3/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.agentrapay/agentra
api.agentrapay.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.autonomad/travel
mcp.autonomad.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.baselight/baselight
api.baselight.app
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.compeller/compel
compeller.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.intuitek.the-stall/the-stall
the-stall.intuitek.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade C under the legacy rubric for 4/10 (40%) checks passed, but the signed grade is A). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 4/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C2 Tool listability — no result.tools[] (status 200)
ai.ironscout/ironscout
mcp.ironscout.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.meacheal/mrc-data
api.meacheal.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade B under the legacy rubric for 7/10 (70%) checks passed, but the signed grade is A). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 7/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C7 Returns real content (anti-ghost) — JSON-RPC error (even with minimal valid args)
ai.modulos/demo-booking
www.modulos.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ai.radiusos.www/crm
www.radiusos.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 3/10 (30%) checks passed, but the signed grade is A). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 3/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.rallyprop/gov-funding
mcp.rallyprop.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is A). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.villiers/charter
mcp.villiers.ai
- Checks passed
- 10/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: none (passes all checks)
ac.tandem/docs-mcp
tandem.ac
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade A under the legacy rubric for 9/10 (90%) checks passed, but the signed grade is B). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 9/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C10 Honest error behavior — no structured error
ai.aarna/atars-mcp
mcp.aarna.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade A under the legacy rubric for 9/10 (90%) checks passed, but the signed grade is B). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 9/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/18 tools carry a valid safety-hint annotation
ai.agentic-news/mcp
api.agentic-news.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 3/10 (30%) checks passed, but the signed grade is B). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 3/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.agenticshelf/graffeo
api.agenticshelf.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/5 tools carry a valid safety-hint annotation
ai.agenticterminal/directory
mcp.agenticterminal.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/6 tools carry a valid safety-hint annotation
ai.aient/mcp
aient.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is B). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.airshelf/catalog
mcp.airshelf.ai
- Checks passed
- 9/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive content[])
ai.alphacreek/alphacreek-mcp
mcp.alphacreek.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C7 Returns real content (anti-ghost) — empty/echo/placeholder (no substantive content[])
ai.arclan/registry
arclan.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade A under the legacy rubric for 9/10 (90%) checks passed, but the signed grade is B). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 9/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/4 tools carry a valid safety-hint annotation
ai.artidrop/artidrop
artidrop.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/4 tools carry a valid safety-hint annotation
ai.auralogs/auralogs
mcp.auralogs.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/7 tools carry a valid safety-hint annotation
ai.auteng/docs
auteng.ai
- Checks passed
- 8/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C5 Safety annotation presence — 0/7 tools carry a valid safety-hint annotation
ac.inference.sh/mcp
sh.inference.ac
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 301)
agency.lona/trading
mcp.lona.agency
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.abmeter/abmeter
mcp.abmeter.ai
- Checks passed
- 5/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C2 Tool listability — no result.tools[] (status 200)
ai.adadvisor/mcp-server
api.adadvisor.ai
- Checks passed
- 5/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.adramp/google-ads
mcp.adramp.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.adweave/meta-ads-mcp
mcp.adweave.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.agentberg/agentberg
agentberg.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.alpic.mcp/alpic-mcp
mcp.alpic.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.ambix/ambix
mcp.ambix.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.anomalyarmor/armor-mcp
mcp.anomalyarmor.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.anzenna/anzenna
mcp.anzenna.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 2/10 (20%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.appdeploy/deploy-app
api-v2.appdeploy.ai
Flagged: this record's grade does not reconcile with its own checks-passed count (expected grade D under the legacy rubric for 3/10 (30%) checks passed, but the signed grade is C). Shown as measured — not hidden or corrected — pending re-audit.
- Checks passed
- 3/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.alpic.test/test-mcp-server
test.alpic.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.buyersense/buyersense
mcp.buyersense.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.clarid/compliance
mcp.clarid.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.com.mcp/skills-search
skills-sh.run.mcp.com.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.fodda/mcp-server
mcp.fodda.ai
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 404)
ai.hivewiki/hivewiki
mcp.hivewiki.ai
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 401)
ai.robomart/robomart
mcp.robomart.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.shawndurrani/mcp-merchant
mcp.shawndurrani.ai
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 404)
ai.shawndurrani/mcp-registry
mcp-registry.shawndurrani.ai
- Checks passed
- 2/10
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: C1 Protocol handshake conformance — initialize result keys: (none, status 404)
ai.simstim/mcp
my.simstim.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
ai.xurprise/mcp
xurprise.ai
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.
app.recordo.api/calories-club
api.recordo.com
- Checks passed
- 0/0
- Reachable
- yes
- Owner claim
- unclaimed
- Measured
- 2026-06-18
Top observed gap: No bounded gap was published.