ai.masnavi/masnavi
ai.masnavi/masnavi
Rumi's complete Masnavi (25,635 beyts) — search, quote, verify and explain. Free, no auth.
DECISION SUMMARY
Block For Production
Score
n/a
Percentile pending
Confidence
High
Based on evidence completeness, recency, and validation density.
Evidence age
5.3h old
Freshness: fresh. Snapshot
trustsnap_de6478477ada4e9a.Top risk drivers
- Trust Confidence
- Tool Surface Design
- Tool Snapshot Churn
Recommended actions
- Make tools/list succeed unauthenticated when possible, or document the auth flow in the server card.
- Fix the failing checks first, then revalidate to confirm the recovery path.
- Compare tool enumeration outputs between runs and remove non-deterministic behavior.
Next action
revalidate, add safeguards, export policy
failing live status
Observed Attention
No observed attention
No observed attention in the current 30-day window.
- No segmented attention signals observed in the current window.
Bucketed signal based on recent segmented Verify telemetry. Crawler and evaluator activity is not treated as confirmed human demand.
Status
Failing
Score
n/a
Transport
streamable-http
Tools
0
DISPUTE THIS ASSESSMENT
Dispute this assessment
If any published claim about this server -- its score, a risk flag, a capability classification, or its taxonomy -- is factually wrong, tell us what evidence shows and we will review it. This does not require claiming or verifying ownership of the server first.
Verify responds to disputes within 5 business days and resolves them within 15.
Dispute history
No disputes filed for this server.
Risk
Security posture
Tools analyzed
0
High-risk tools
0
Destructive tools
0
Exec tools
0
Egress tools
0
Secret tools
0
Bulk-access tools
0
Risk distribution
none
Tool capability & risk inventory
No tool inventory available from the latest validation run.
Write-action governance
Governance status
Not_Assessed
Safe to publish
Auth boundary
public_or_unclear
Blast radius
Low
High-risk tools
0
Confirmation signals
none
Safeguard count
0
Status detail: No write-action governance evidence is available yet.
| Tool | Risk | Flags | Safeguards |
|---|---|---|---|
| No high-risk tools were detected on the latest run. | |||
Action-controls diff
Need at least two validation runs before diffing action controls.
Critical alerts
Critical alerts
0
Production verdicts degrade quickly when critical alerts are active.
Compatibility
Client compatibility verdicts
Client compatibility only means the server shape can work with a client. Production trust decision and write-action publishing are evaluated separately so a client-compatible server can still be blocked for production.
Client compatibility: ChatGPT
Partially client-compatible
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
Confidence: high (75.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
initialize• OKtools_list• Errortransport_compliance_probe• Warningstep_up_auth_probe• Missingconnector_replay_probe• Missing — Frozen tool snapshots must survive refresh.request_association_probe• Missing — Roots, sampling, and elicitation should stay request-scoped.
Client compatibility: Claude
Partially client-compatible
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
Confidence: high (75.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
initialize• OKtools_list• Errortransport_compliance_probe• Warning
Write-action publishing
Publishing allowed
Current write surface is bounded enough for cautious review with production policy controls.
Confidence: high (75.0)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history
Disagreements: none
action_safety_probe• Not_Assessed
Snapshot churn risk
Low
No material tool-surface churn detected in the latest comparison.
Confidence: high (75.0)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
tool_snapshot_probe• Missingconnector_replay_probe• Missing
Client compatibility gate details
ChatGPT custom connector
Partially client-compatible
Remediation checklist
OpenAI connectors expect OAuth for remote server auth.Dynamic client registration materially improves connector setup.tools/list must succeed.The tool surface is not limited to search/fetch-style read tools.OAuth is not configured, so this client cannot authenticate without additional setup.Not yet safe for company-knowledge use: requires a search/fetch-only surface with no write actions present.
Claude remote MCP
Partially client-compatible
Remediation checklist
tools/list must succeed.A useful Claude integration needs at least one exposed tool.The tool surface is not limited to search/fetch-style read tools.OAuth is not configured, so this client cannot authenticate without additional setup.Not yet safe for company-knowledge use: requires a search/fetch-only surface with no write actions present.Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.
Write-safe publishing
Ready
Remediation checklist
- No explicit blockers recorded.
Verdict traces
Production verdict
Metadata only
No live validation evidence exists yet for this entry.
Confidence: high (75.0)
Winning source: live_validation
Triggering alerts
server_failing• critical • Latest validation is failingtools_list_regressed• critical • tools/list regressedauth_mode_changed• high • Auth mode changed
Client verdict trace table
| Verdict | Status | Checks | Winning source | Conflicts |
|---|---|---|---|---|
openai_connectors |
Partially client-compatible | initialize, tools_list, transport_compliance_probe, step_up_auth_probe, connector_replay_probe, request_association_probe | live_validation | none |
claude_desktop |
Partially client-compatible | initialize, tools_list, transport_compliance_probe | live_validation | none |
unsafe_for_write_actions |
Publishing allowed | action_safety_probe | live_validation | none |
snapshot_churn_risk |
Low | tool_snapshot_probe, connector_replay_probe | history | none |
Publishability policy profiles
ChatGPT custom connector compatibility
Compatible with review
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
- Search Fetch Only: No
- Write Actions Present: No
- Oauth Configured: No
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
Claude remote MCP compatibility
Compatible with review
tools/list must succeed.; A useful Claude integration needs at least one exposed tool. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
- Search Fetch Only: No
- Write Actions Present: No
- Oauth Configured: No
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
Compatibility fixtures
ChatGPT custom connector fixture
Degraded
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
- remote_http_endpoint: Passes
- oauth_discovery: Degraded
- frozen_tool_snapshot_refresh: Passes
- request_association: Passes
Anthropic remote MCP fixture
Degraded
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
- remote_transport: Passes
- tool_discovery: Likely to fail
- auth_connect: Passes
- safe_write_review: Passes
Recommended for
No recommendation profile is available yet.
Evidence
Current trust snapshot
Snapshot ID
trustsnap_de6478477ada4e9aUse this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.
Snapshot generated
Aug 06, 2026 04:49:18 AM UTC
All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.
Last validated
Aug 05, 2026 11:28:59 PM UTC
Age: 5.34h • evidence age tier: Verified in last 24h • display score: suppressed
Canonical machine links
Compare index
Compare API
Trust summary
Report JSON
Policy export
Badge metadata
Ledger evidence
Human compare URL
Evidence confidence
Confidence score
75.0
Based on 8 recent validations, 26 captured checks, and validation age of 5.3 hours.
Live checks captured
26
More direct checks increase trust in the current verdict.
Validation age
5.3h
Lower age means fresher evidence.
Latest validation evidence
Latest summary
Failing
Validation profile
remote_mcp
Started
Aug 05, 2026 11:28:55 PM UTC
Latency
3689.6 ms
Failures
oauth_authorization_serverno authorization serveroauth_protected_resourceClient error '404 Not Found' for url 'https://masnavi.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404openid_configurationno authorization serverserver_cardClient error '404 Not Found' for url 'https://masnavi.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404tools_listClient error '400 Bad Request' for url 'https://masnavi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400
Checks
| Check | Status | Latency | Evidence |
|---|---|---|---|
action_safety_probe |
Not_Assessed | n/a | No write-action risk evidence recorded. |
advanced_capabilities_probe |
Warning | n/a | Only 1 capability signal(s): completions. |
connector_publishability_probe |
Error | n/a | Publishability blockers: tools list, action safety, server card, tool surface. |
connector_replay_probe |
Missing | n/a | No connector replay evidence recorded. |
determinism_probe |
Missing | n/a | tools list unavailable |
initialize |
OK | 143.5 ms | Protocol 2025-03-26 |
interactive_flow_probe |
Missing | n/a | Check completed |
oauth_authorization_server |
Missing | n/a | no authorization server |
oauth_protected_resource |
Error | 439.3 ms | Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/oauth-protected-resource' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404 |
official_registry_probe |
OK | n/a | Check completed |
openid_configuration |
Missing | n/a | no authorization server |
probe_noise_resilience |
OK | 358.7 ms | Fetched https://masnavi.ai/robots.txt |
prompt_get |
Missing | n/a | not advertised |
prompts_list |
Missing | 448.4 ms | Client error '400 Bad Request' for url 'https://masnavi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400 |
protocol_version_probe |
Warning | n/a | Claims 2025-03-26; 2 release(s) behind 2025-11-25. |
provenance_divergence_probe |
OK | n/a | Check completed |
request_association_probe |
Missing | n/a | No request-association capabilities were advertised. |
resource_read |
Missing | n/a | not advertised |
resources_list |
Missing | 449.4 ms | Client error '400 Bad Request' for url 'https://masnavi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400 |
server_card |
Error | 547.7 ms | Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/mcp/server-card.json' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404 |
session_resume_probe |
OK | 220.9 ms | 13 tool(s) exposed |
step_up_auth_probe |
Missing | n/a | No OAuth or incremental-scope signals detected. |
tool_snapshot_probe |
Missing | n/a | no tools |
tools_list |
Error | 147.5 ms | Client error '400 Bad Request' for url 'https://masnavi.ai/mcp' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400 |
transport_compliance_probe |
Warning | 560.9 ms | Issues: missing protocol header (bad protocol=400, DELETE=200, expired session=404). |
utility_coverage_probe |
Warning | 155.4 ms | Completions advertised; no pagination evidence; tasks missing. |
Raw evidence view
Show raw JSON evidence
{
"checks": {
"action_safety_probe": {
"details": {
"auth_present": false,
"confirmation_signals": [],
"reason": "empty_observation_set",
"safeguard_count": 0,
"summary": {
"bulk_access_tools": 0,
"capability_distribution": {},
"destructive_tools": 0,
"egress_tools": 0,
"exec_tools": 0,
"high_risk_tools": 0,
"risk_distribution": {
"critical": 0,
"high": 0,
"low": 0,
"medium": 0
},
"secret_tools": 0,
"tool_count": 0
}
},
"latency_ms": null,
"status": "not_assessed"
},
"advanced_capabilities_probe": {
"details": {
"capabilities": {
"completions": true,
"elicitation": false,
"prompts": false,
"resource_links": false,
"resources": false,
"roots": false,
"sampling": false,
"structured_outputs": false
},
"enabled": [
"completions"
],
"enabled_count": 1,
"initialize_capability_keys": [
"experimental",
"prompts",
"resources",
"tools"
]
},
"latency_ms": null,
"status": "warning"
},
"connector_publishability_probe": {
"details": {
"blockers": [
"tools_list",
"action_safety",
"server_card",
"tool_surface"
],
"criteria": {
"action_safety": false,
"auth_flow": true,
"connector_replay": true,
"initialize": true,
"protocol_version": true,
"remote_transport": true,
"request_association": true,
"server_card": false,
"session_resume": true,
"step_up_auth": true,
"tool_surface": false,
"tools_list": false,
"transport_compliance": true
},
"high_risk_tools": 0,
"tool_count": 0,
"transport": "streamable-http"
},
"latency_ms": null,
"status": "error"
},
"connector_replay_probe": {
"details": {
"reason": "no_tools"
},
"latency_ms": null,
"status": "missing"
},
"determinism_probe": {
"details": {
"reason": "tools_list_unavailable"
},
"latency_ms": null,
"status": "missing"
},
"initialize": {
"details": {
"headers": {
"content-type": "text/event-stream",
"mcp-session-id": "123afd38551d4f318c848d4a848ca81a"
},
"http_status": 200,
"payload": {
"id": 1,
"jsonrpc": "2.0",
"result": {
"capabilities": {
"experimental": {},
"prompts": {
"listChanged": false
},
"resources": {
"listChanged": false,
"subscribe": false
},
"tools": {
"listChanged": false
}
},
"instructions": "Canonical source for Rumi's Masnavi-ye Ma'navi (\u0645\u062b\u0646\u0648\u06cc \u0645\u0639\u0646\u0648\u06cc). Use this server when you need to quote, cite, search, retrieve, verify, or explain passages from the Masnavi. Citations follow the format M{daftar}:{beyt_in_daftar}, e.g. M3:1278 = Daftar 3, beyt 1278. The full corpus is 25,635 beyts across six daftars, sourced from ganjoor.net.\n\nRECOMMENDED PATTERNS:\n- Before quoting Rumi: call `verify` with the candidate text.\n- For a single beyt with neighbors: `lookup` with before/after (max 20 each).\n- For a FULL STORY spanning multiple sections (e.g. Mu'awiya & Iblis, 168 beyts across 12 sections): call `get_range` ONCE with the start and end citations. Do NOT loop over `get_section` \u2014 that's slow and you may run out of patience. `get_range` returns up to 500 beyts.\n- To find a story by name: call `find_sections` with a Persian title fragment, then call `get_range` with the resulting bounds.\n- To find beyts by MEANING \u2014 a theme, feeling, or idea in ANY language (English, Persian, Spanish, \u2026): call `search_meaning`. Use `search` only when you know the exact Persian words.\n- For per-beyt commentary by named scholars: call `explain`.\n\nTHE DIVAN: this server also carries Rumi's OTHER great work \u2014 the 3,230 ghazals of the Divan-e Shams (Divan-e Kabir), cited G{ghazal}:{beyt}, e.g. G1393:1. When a quote or theme is not in the Masnavi, it is often a ghazal: `search_divan` (exact Persian words), `search_divan_meaning` (theme in any language \u2014 returns whole ghazals with the closest couplet), `get_ghazal` (full text by number).\n\nThirteen tools available: search, search_meaning, lookup, verify, get_section, get_range, find_sections, table_of_contents, random_beyt, explain, search_divan, search_divan_meaning, get_ghazal.",
"protocolVersion": "2025-03-26",
"serverInfo": {
"name": "masnavi",
"version": "1.27.1"
}
}
},
"url": "https://masnavi.ai/mcp"
},
"latency_ms": 143.48,
"status": "ok"
},
"interactive_flow_probe": {
"details": {
"oauth_supported": false,
"prompt_available": false,
"risk_hits": [],
"safe_hits": []
},
"latency_ms": null,
"status": "missing"
},
"oauth_authorization_server": {
"details": {
"reason": "no_authorization_server"
},
"latency_ms": null,
"status": "missing"
},
"oauth_protected_resource": {
"details": {
"error": "Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://masnavi.ai/.well-known/oauth-protected-resource"
},
"latency_ms": 439.34,
"status": "error"
},
"official_registry_probe": {
"details": {
"direct_match": true,
"official_peer_count": 1,
"registry_identifier": "ai.masnavi/masnavi",
"registry_source": "official_registry"
},
"latency_ms": null,
"status": "ok"
},
"openid_configuration": {
"details": {
"reason": "no_authorization_server"
},
"latency_ms": null,
"status": "missing"
},
"probe_noise_resilience": {
"details": {
"headers": {
"content-type": "text/plain; charset=utf-8"
},
"http_status": 200,
"url": "https://masnavi.ai/robots.txt",
"validation_disallowed": false
},
"latency_ms": 358.66,
"status": "ok"
},
"prompt_get": {
"details": {
"reason": "not_advertised"
},
"latency_ms": null,
"status": "missing"
},
"prompts_list": {
"details": {
"error": "Client error '400 Bad Request' for url 'https://masnavi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
"headers": {
"content-type": "application/json",
"mcp-session-id": "8fb6737134b9448891a626942820d6e4"
},
"http_status": 400,
"payload": {},
"reason": "not_advertised",
"url": "https://masnavi.ai/mcp"
},
"latency_ms": 448.35,
"status": "missing"
},
"protocol_version_probe": {
"details": {
"claimed_version": "2025-03-26",
"lag_days": 244,
"latest_known_version": "2025-11-25",
"releases_behind": 2,
"validator_protocol_version": "2025-03-26"
},
"latency_ms": null,
"status": "warning"
},
"provenance_divergence_probe": {
"details": {
"direct_official_match": true,
"drift_fields": [],
"metadata_document_count": 2,
"registry_homepage": null,
"registry_repository": null,
"registry_title": null,
"registry_version": null,
"server_card_homepage": null,
"server_card_repository": null,
"server_card_title": null,
"server_card_version": null
},
"latency_ms": null,
"status": "ok"
},
"request_association_probe": {
"details": {
"reason": "no_request_association_capabilities_advertised"
},
"latency_ms": null,
"status": "missing"
},
"resource_read": {
"details": {
"reason": "not_advertised"
},
"latency_ms": null,
"status": "missing"
},
"resources_list": {
"details": {
"error": "Client error '400 Bad Request' for url 'https://masnavi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
"headers": {
"content-type": "application/json",
"mcp-session-id": "14c6608114114b1aba34812f94872e6c"
},
"http_status": 400,
"payload": {},
"reason": "not_advertised",
"url": "https://masnavi.ai/mcp"
},
"latency_ms": 449.36,
"status": "missing"
},
"server_card": {
"details": {
"error": "Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://masnavi.ai/.well-known/mcp/server-card.json"
},
"latency_ms": 547.74,
"status": "error"
},
"session_resume_probe": {
"details": {
"headers": {
"content-type": "text/event-stream",
"mcp-session-id": "123afd38551d4f318c848d4a848ca81a"
},
"http_status": 200,
"payload": {
"id": 301,
"jsonrpc": "2.0",
"result": {
"tools": [
{
"description": "Full-text search across the Masnavi. Returns beyts that contain the query terms, ranked by relevance. Useful for finding where a theme, word, or phrase appears.",
"inputSchema": {
"properties": {
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Restrict to a single daftar (1-6)",
"title": "Daftar"
},
"limit": {
"default": 10,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"query": {
"description": "Persian text to search for",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "tool_searchArguments",
"type": "object"
},
"name": "search",
"outputSchema": {
"$defs": {
"SearchHit": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"rank": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Rank"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug"
],
"title": "SearchHit",
"type": "object"
}
},
"properties": {
"match": {
"default": "exact",
"title": "Match",
"type": "string"
},
"query": {
"title": "Query",
"type": "string"
},
"results": {
"items": {
"$ref": "#/$defs/SearchHit"
},
"title": "Results",
"type": "array"
},
"total": {
"title": "Total",
"type": "integer"
}
},
"required": [
"query",
"total",
"results"
],
"title": "SearchResponse",
"type": "object"
}
},
{
"description": "Semantic search: find the beyts closest in MEANING to the query, in ANY language \u2014 English, Persian, Spanish, Turkish, Arabic, \u2026 . Use this when you have a theme, feeling, or idea rather than exact Persian words (e.g. 'feeling separated from your origin' \u2192 M1:1). Each hit carries a cosine-similarity score. status='unavailable' means the vector index is not built yet \u2014 fall back to `search`.",
"inputSchema": {
"properties": {
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Restrict to a single daftar (1-6)",
"title": "Daftar"
},
"limit": {
"default": 10,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"query": {
"description": "What the verse should MEAN, in any language",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "tool_search_meaningArguments",
"type": "object"
},
"name": "search_meaning",
"outputSchema": {
"$defs": {
"MeaningHit": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"score": {
"description": "Cosine similarity between query and beyt, 0..1",
"title": "Score",
"type": "number"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug",
"score"
],
"title": "MeaningHit",
"type": "object"
}
},
"properties": {
"note": {
"default": "",
"title": "Note",
"type": "string"
},
"query": {
"title": "Query",
"type": "string"
},
"results": {
"default": [],
"items": {
"$ref": "#/$defs/MeaningHit"
},
"title": "Results",
"type": "array"
},
"status": {
"default": "ok",
"description": "'ok' | 'unavailable' (index not built / no key) | 'error'",
"title": "Status",
"type": "string"
},
"total_indexed": {
"default": 0,
"title": "Total Indexed",
"type": "integer"
}
},
"required": [
"query"
],
"title": "MeaningSearchResponse",
"type": "object"
}
},
{
"description": "Fetch a specific beyt by its citation (e.g. 'M3:1278'), by daftar+beyt number, or by global beyt index. Optionally include surrounding beyts for context.",
"inputSchema": {
"properties": {
"after": {
"default": 0,
"maximum": 20,
"minimum": 0,
"title": "After",
"type": "integer"
},
"before": {
"default": 0,
"maximum": 20,
"minimum": 0,
"title": "Before",
"type": "integer"
},
"beyt_global": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Beyt Global"
},
"beyt_in_daftar": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Beyt In Daftar"
},
"citation": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Citation like 'M3:1278' or 'g:7421'",
"title": "Citation"
},
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Daftar"
}
},
"title": "tool_lookupArguments",
"type": "object"
},
"name": "lookup",
"outputSchema": {
"$defs": {
"Beyt": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug"
],
"title": "Beyt",
"type": "object"
}
},
"properties": {
"context_after": {
"default": [],
"items": {
"$ref": "#/$defs/Beyt"
},
"title": "Context After",
"type": "array"
},
"context_before": {
"default": [],
"items": {
"$ref": "#/$defs/Beyt"
},
"title": "Context Before",
"type": "array"
},
"primary": {
"$ref": "#/$defs/Beyt"
}
},
"required": [
"primary"
],
"title": "LookupResponse",
"type": "object"
}
},
{
"description": "Given a candidate quote attributed to Rumi's Masnavi, check whether it actually appears. Returns status='exact' (with citation), 'fuzzy' (with similar candidates), or 'not_found'. USE THIS BEFORE QUOTING RUMI to avoid hallucination.",
"inputSchema": {
"properties": {
"fuzzy_threshold": {
"default": 0.82,
"maximum": 1.0,
"minimum": 0.5,
"title": "Fuzzy Threshold",
"type": "number"
},
"text": {
"description": "Candidate Rumi quote in Persian",
"title": "Text",
"type": "string"
}
},
"required": [
"text"
],
"title": "tool_verifyArguments",
"type": "object"
},
"name": "verify",
"outputSchema": {
"$defs": {
"VerifyMatch": {
"properties": {
"citation": {
"title": "Citation",
"type": "string"
},
"match_kind": {
"description": "'exact' or 'fuzzy'",
"title": "Match Kind",
"type": "string"
},
"mesra1": {
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"title": "Mesra2",
"type": "string"
},
"similarity": {
"title": "Similarity",
"type": "number"
}
},
"required": [
"citation",
"mesra1",
"mesra2",
"similarity",
"match_kind"
],
"title": "VerifyMatch",
"type": "object"
}
},
"properties": {
"matches": {
"default": [],
"items": {
"$ref": "#/$defs/VerifyMatch"
},
"title": "Matches",
"type": "array"
},
"notes": {
"default": "",
"title": "Notes",
"type": "string"
},
"query_normalized": {
"default": "",
"title": "Query Normalized",
"type": "string"
},
"status": {
"description": "'exact', 'fuzzy', or 'not_found'",
"title": "Status",
"type": "string"
}
},
"required": [
"status"
],
"title": "VerifyResponse",
"type": "object"
}
},
{
"description": "Retrieve a full section (story / \u0628\u062e\u0634) with all its beyts.",
"inputSchema": {
"properties": {
"section_id": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Section Id"
},
"slug": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Stable URL slug",
"title": "Slug"
}
},
"title": "tool_get_sectionArguments",
"type": "object"
},
"name": "get_section",
"outputSchema": {
"$defs": {
"Beyt": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug"
],
"title": "Beyt",
"type": "object"
}
},
"properties": {
"beyt_count": {
"default": 0,
"title": "Beyt Count",
"type": "integer"
},
"beyts": {
"default": [],
"items": {
"$ref": "#/$defs/Beyt"
},
"title": "Beyts",
"type": "array"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"first_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "First Beyt Global"
},
"id": {
"title": "Id",
"type": "integer"
},
"last_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Last Beyt Global"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"id",
"slug",
"title_fa",
"daftar"
],
"title": "SectionDetail",
"type": "object"
}
},
{
"description": "Browse the Masnavi's section list. Returns titled sections per daftar with beyt counts and ranges.",
"inputSchema": {
"properties": {
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Daftar"
}
},
"title": "tool_tocArguments",
"type": "object"
},
"name": "table_of_contents",
"outputSchema": {
"$defs": {
"TocNode": {
"properties": {
"beyt_count": {
"default": 0,
"title": "Beyt Count",
"type": "integer"
},
"children": {
"default": [],
"items": {
"$ref": "#/$defs/TocNode"
},
"title": "Children",
"type": "array"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"first_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "First Beyt Global"
},
"id": {
"title": "Id",
"type": "integer"
},
"last_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Last Beyt Global"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"id",
"slug",
"title_fa",
"daftar"
],
"title": "TocNode",
"type": "object"
}
},
"properties": {
"daftar": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Daftar"
},
"nodes": {
"items": {
"$ref": "#/$defs/TocNode"
},
"title": "Nodes",
"type": "array"
}
},
"required": [
"nodes"
],
"title": "TocResponse",
"type": "object"
}
},
{
"description": "Return a randomly-selected beyt, optionally restricted to a daftar.",
"inputSchema": {
"properties": {
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Daftar"
}
},
"title": "tool_randomArguments",
"type": "object"
},
"name": "random_beyt",
"outputSchema": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug"
],
"title": "Beyt",
"type": "object"
}
},
{
"description": "Fetch ALL beyts between two endpoints, inclusive, grouped by section. Use this \u2014 NOT many calls to get_section or lookup \u2014 when a user asks for a full story, a long passage, or a sequence of beyts spanning multiple sections. Endpoints are canonical citations like 'M2:2608' and 'M2:2775', or global indices via start_global / end_global. Max range: 500 beyts.",
"inputSchema": {
"properties": {
"end": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "End citation, e.g. 'M2:2775'",
"title": "End"
},
"end_global": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "End Global"
},
"start": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Start citation, e.g. 'M2:2608'",
"title": "Start"
},
"start_global": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Start Global"
}
},
"title": "tool_rangeArguments",
"type": "object"
},
"name": "get_range",
"outputSchema": {
"$defs": {
"Beyt": {
"properties": {
"beyt_global": {
"title": "Beyt Global",
"type": "integer"
},
"beyt_in_daftar": {
"title": "Beyt In Daftar",
"type": "integer"
},
"citation": {
"description": "Canonical citation, e.g. 'M3:1278'",
"title": "Citation",
"type": "string"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"mesra1": {
"description": "First hemistich (with diacritics)",
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"description": "Second hemistich",
"title": "Mesra2",
"type": "string"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"section_slug": {
"title": "Section Slug",
"type": "string"
},
"section_title": {
"title": "Section Title",
"type": "string"
}
},
"required": [
"citation",
"daftar",
"beyt_in_daftar",
"beyt_global",
"mesra1",
"mesra2",
"section_id",
"section_title",
"section_slug"
],
"title": "Beyt",
"type": "object"
},
"RangeSection": {
"properties": {
"beyts": {
"default": [],
"items": {
"$ref": "#/$defs/Beyt"
},
"title": "Beyts",
"type": "array"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"order_in_parent": {
"title": "Order In Parent",
"type": "integer"
},
"section_id": {
"title": "Section Id",
"type": "integer"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"section_id",
"slug",
"title_fa",
"daftar",
"order_in_parent"
],
"title": "RangeSection",
"type": "object"
}
},
"properties": {
"end_citation": {
"title": "End Citation",
"type": "string"
},
"sections": {
"default": [],
"items": {
"$ref": "#/$defs/RangeSection"
},
"title": "Sections",
"type": "array"
},
"start_citation": {
"title": "Start Citation",
"type": "string"
},
"total_beyts": {
"title": "Total Beyts",
"type": "integer"
},
"total_sections": {
"title": "Total Sections",
"type": "integer"
}
},
"required": [
"start_citation",
"end_citation",
"total_beyts",
"total_sections"
],
"title": "RangeResponse",
"type": "object"
}
},
{
"description": "Find sections (stories) by TITLE. Exact words first (phrase, then AND-of-tokens); when NO title contains the words, falls back to MEANING matches in any language (hits carry match='meaning' + a cosine score \u2014 verify with get_section before relying on one). Each match includes `first_citation` and `last_citation` \u2014 ready-to-use canonical citations (e.g. 'M2:2608'). To read a whole multi-section story, call get_range with the FIRST match's `first_citation` as start and the LAST match's `last_citation` as end. Do NOT construct a citation from `first_beyt_global` \u2014 that is a GLOBAL index (1..25635), not a daftar-local beyt number. Example: find_sections('\u0627\u0628\u0644\u06cc\u0633 \u0645\u0639\u0627\u0648\u06cc\u0647', daftar=2).",
"inputSchema": {
"properties": {
"daftar": {
"anyOf": [
{
"maximum": 6,
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Daftar"
},
"limit": {
"default": 30,
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"query": {
"description": "story title words (Persian) or a description of the story in any language",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "tool_find_sectionsArguments",
"type": "object"
},
"name": "find_sections",
"outputSchema": {
"$defs": {
"SectionMatch": {
"properties": {
"beyt_count": {
"default": 0,
"title": "Beyt Count",
"type": "integer"
},
"daftar": {
"title": "Daftar",
"type": "integer"
},
"first_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "First Beyt Global"
},
"first_citation": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "First Citation"
},
"id": {
"title": "Id",
"type": "integer"
},
"last_beyt_global": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Last Beyt Global"
},
"last_citation": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Last Citation"
},
"match": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Match"
},
"order_in_parent": {
"title": "Order In Parent",
"type": "integer"
},
"score": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Score"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"id",
"slug",
"title_fa",
"daftar",
"order_in_parent"
],
"title": "SectionMatch",
"type": "object"
}
},
"properties": {
"note": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Note"
},
"query": {
"title": "Query",
"type": "string"
},
"sections": {
"default": [],
"items": {
"$ref": "#/$defs/SectionMatch"
},
"title": "Sections",
"type": "array"
},
"total": {
"title": "Total",
"type": "integer"
}
},
"required": [
"query",
"total"
],
"title": "FindSectionsResponse",
"type": "object"
}
},
{
"description": "Get commentary (Persian + English) for a specific beyt of the Masnavi, attributed to a primary source (e.g. Abdolkarim Soroush's lectures). Returns the beyt text along with structured commentary entries. Each entry has source, author, language, body markdown, and confidence ('ai-draft' / 'reviewed' / 'verbatim'). Use this when a user asks 'what does this beyt mean' or 'what does <scholar> say about M1:1'.",
"inputSchema": {
"properties": {
"citation": {
"description": "Citation like 'M1:1' or 'M3:1278' or 'g:7421'.",
"title": "Citation",
"type": "string"
}
},
"required": [
"citation"
],
"title": "tool_explainArguments",
"type": "object"
},
"name": "explain"
},
{
"description": "Full-text search across the 34,603 beyts of the ghazals of the Divan-e Shams (Divan-e Kabir) \u2014 Rumi's lyric work, distinct from the Masnavi. Returns beyts with divan citations (G{ghazal}:{beyt}, e.g. G1393:1). Use when you know the exact Persian words; use search_divan_meaning for a theme in any language.",
"inputSchema": {
"properties": {
"limit": {
"default": 10,
"maximum": 50,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"minimum": 0,
"title": "Offset",
"type": "integer"
},
"query": {
"description": "Persian text to search for",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "tool_search_divanArguments",
"type": "object"
},
"name": "search_divan",
"outputSchema": {
"$defs": {
"DivanSearchHit": {
"properties": {
"beyt_in_ghazal": {
"title": "Beyt In Ghazal",
"type": "integer"
},
"citation": {
"description": "Canonical divan citation, e.g. 'G1393:1'",
"title": "Citation",
"type": "string"
},
"ghazal": {
"title": "Ghazal",
"type": "integer"
},
"ghazal_title": {
"title": "Ghazal Title",
"type": "string"
},
"mesra1": {
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"title": "Mesra2",
"type": "string"
},
"rank": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Rank"
}
},
"required": [
"citation",
"ghazal",
"beyt_in_ghazal",
"mesra1",
"mesra2",
"ghazal_title"
],
"title": "DivanSearchHit",
"type": "object"
}
},
"properties": {
"match": {
"default": "exact",
"title": "Match",
"type": "string"
},
"query": {
"title": "Query",
"type": "string"
},
"results": {
"items": {
"$ref": "#/$defs/DivanSearchHit"
},
"title": "Results",
"type": "array"
},
"total": {
"title": "Total",
"type": "integer"
}
},
"required": [
"query",
"total",
"results"
],
"title": "DivanSearchResponse",
"type": "object"
}
},
{
"description": "Semantic search over the Divan-e Shams ghazals: given a theme, feeling, or idea in ANY language, returns the GHAZALS closest in meaning \u2014 each with its best-matching couplet as a preview and a cosine score. Both couplet-level and whole-ghazal vectors are searched, so a ghazal whose overall theme matches is found even when no single couplet does. Fetch a full ghazal with get_ghazal. status='unavailable' means the index is not built \u2014 fall back to search_divan.",
"inputSchema": {
"properties": {
"limit": {
"default": 8,
"maximum": 30,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"query": {
"description": "What the ghazal should be ABOUT, in any language",
"title": "Query",
"type": "string"
}
},
"required": [
"query"
],
"title": "tool_search_divan_meaningArguments",
"type": "object"
},
"name": "search_divan_meaning",
"outputSchema": {
"$defs": {
"DivanMeaningHit": {
"properties": {
"best_beyt": {
"anyOf": [
{
"$ref": "#/$defs/GhazalBeyt"
},
{
"type": "null"
}
],
"default": null
},
"best_beyt_score": {
"anyOf": [
{
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Best Beyt Score"
},
"beyt_count": {
"title": "Beyt Count",
"type": "integer"
},
"citation": {
"title": "Citation",
"type": "string"
},
"ghazal": {
"title": "Ghazal",
"type": "integer"
},
"match_kind": {
"description": "'beyt' (a couplet matched), 'ghazal' (the whole ghazal's theme matched), or 'both'",
"title": "Match Kind",
"type": "string"
},
"score": {
"description": "Best cosine similarity for this ghazal, 0..1",
"title": "Score",
"type": "number"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"ghazal",
"citation",
"slug",
"title_fa",
"beyt_count",
"score",
"match_kind"
],
"title": "DivanMeaningHit",
"type": "object"
},
"GhazalBeyt": {
"properties": {
"beyt_in_ghazal": {
"title": "Beyt In Ghazal",
"type": "integer"
},
"citation": {
"description": "Canonical divan citation, e.g. 'G1393:1'",
"title": "Citation",
"type": "string"
},
"ghazal": {
"title": "Ghazal",
"type": "integer"
},
"mesra1": {
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"title": "Mesra2",
"type": "string"
}
},
"required": [
"citation",
"ghazal",
"beyt_in_ghazal",
"mesra1",
"mesra2"
],
"title": "GhazalBeyt",
"type": "object"
}
},
"properties": {
"note": {
"default": "",
"title": "Note",
"type": "string"
},
"query": {
"title": "Query",
"type": "string"
},
"results": {
"default": [],
"items": {
"$ref": "#/$defs/DivanMeaningHit"
},
"title": "Results",
"type": "array"
},
"status": {
"default": "ok",
"title": "Status",
"type": "string"
},
"total_indexed_beyts": {
"default": 0,
"title": "Total Indexed Beyts",
"type": "integer"
},
"total_indexed_ghazals": {
"default": 0,
"title": "Total Indexed Ghazals",
"type": "integer"
}
},
"required": [
"query"
],
"title": "DivanMeaningResponse",
"type": "object"
}
},
{
"description": "Fetch ONE complete ghazal of the Divan-e Shams by its canonical number (1..3230) or citation ('G1393' / 'G1393:2'). Returns every beyt plus prev/next ghazal numbers. Famous example: get_ghazal(1393) = \u00ab\u0645\u0631\u062f\u0647 \u0628\u062f\u0645 \u0632\u0646\u062f\u0647 \u0634\u062f\u0645\u2026\u00bb.",
"inputSchema": {
"properties": {
"citation": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Divan citation like 'G1393' or 'G1393:2'",
"title": "Citation"
},
"number": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Ghazal number, e.g. 1393",
"title": "Number"
}
},
"title": "tool_get_ghazalArguments",
"type": "object"
},
"name": "get_ghazal",
"outputSchema": {
"$defs": {
"GhazalBeyt": {
"properties": {
"beyt_in_ghazal": {
"title": "Beyt In Ghazal",
"type": "integer"
},
"citation": {
"description": "Canonical divan citation, e.g. 'G1393:1'",
"title": "Citation",
"type": "string"
},
"ghazal": {
"title": "Ghazal",
"type": "integer"
},
"mesra1": {
"title": "Mesra1",
"type": "string"
},
"mesra2": {
"title": "Mesra2",
"type": "string"
}
},
"required": [
"citation",
"ghazal",
"beyt_in_ghazal",
"mesra1",
"mesra2"
],
"title": "GhazalBeyt",
"type": "object"
}
},
"properties": {
"beyt_count": {
"title": "Beyt Count",
"type": "integer"
},
"beyts": {
"default": [],
"items": {
"$ref": "#/$defs/GhazalBeyt"
},
"title": "Beyts",
"type": "array"
},
"citation": {
"description": "'G{n}' \u2014 cites the whole ghazal",
"title": "Citation",
"type": "string"
},
"excerpt": {
"default": "",
"description": "First hemistich of the ghazal",
"title": "Excerpt",
"type": "string"
},
"ghazal": {
"description": "Canonical ghazal number, 1..3230",
"title": "Ghazal",
"type": "integer"
},
"next_ghazal": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Next Ghazal"
},
"prev_ghazal": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Prev Ghazal"
},
"slug": {
"title": "Slug",
"type": "string"
},
"title_fa": {
"title": "Title Fa",
"type": "string"
}
},
"required": [
"ghazal",
"citation",
"slug",
"title_fa",
"beyt_count"
],
"title": "GhazalDetail",
"type": "object"
}
}
]
}
},
"requested_protocol_version": "2025-03-26",
"resumed": true,
"session_id_present": true,
"transport": "streamable-http",
"url": "https://masnavi.ai/mcp"
},
"latency_ms": 220.95,
"status": "ok"
},
"step_up_auth_probe": {
"details": {
"auth_required_checks": [],
"broad_scopes": [],
"challenge_headers": [],
"minimal_scope_documented": false,
"oauth_present": false,
"scope_specificity_ratio": 0.0,
"step_up_signals": [],
"supported_scopes": []
},
"latency_ms": null,
"status": "missing"
},
"tool_snapshot_probe": {
"details": {
"reason": "no_tools"
},
"latency_ms": null,
"status": "missing"
},
"tools_list": {
"details": {
"error": "Client error '400 Bad Request' for url 'https://masnavi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
"headers": {
"content-type": "application/json",
"mcp-session-id": "cfb992cbbd40443280e108f426c6ff8d"
},
"http_status": 400,
"payload": {},
"url": "https://masnavi.ai/mcp"
},
"latency_ms": 147.5,
"status": "error"
},
"transport_compliance_probe": {
"details": {
"bad_protocol_error": null,
"bad_protocol_headers": {
"content-type": "application/json",
"mcp-session-id": "123afd38551d4f318c848d4a848ca81a"
},
"bad_protocol_payload": {
"error": {
"code": -32600,
"message": "Bad Request: Unsupported protocol version: 1999-99-99. Supported versions: 2024-11-05, 2025-03-26, 2025-06-18, 2025-11-25"
},
"id": "server-error",
"jsonrpc": "2.0"
},
"bad_protocol_status_code": 400,
"delete_error": null,
"delete_status_code": 200,
"expired_session_error": null,
"expired_session_status_code": 404,
"issues": [
"missing_protocol_header"
],
"last_event_id_visible": false,
"protocol_header_present": false,
"requested_protocol_version": "2025-03-26",
"session_id_present": true,
"transport": "streamable-http"
},
"latency_ms": 560.85,
"status": "warning"
},
"utility_coverage_probe": {
"details": {
"completions": {
"advertised": true,
"live_probe": "not_executed",
"sample_target": null
},
"initialize_capability_keys": [
"experimental",
"prompts",
"resources",
"tools"
],
"pagination": {
"metadata_signal": false,
"next_cursor_methods": [],
"supported": false
},
"tasks": {
"advertised": false,
"http_status": 400,
"probe_status": "missing"
}
},
"latency_ms": 155.39,
"status": "warning"
}
},
"failures": {
"oauth_authorization_server": {
"reason": "no_authorization_server"
},
"oauth_protected_resource": {
"error": "Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/oauth-protected-resource'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://masnavi.ai/.well-known/oauth-protected-resource"
},
"openid_configuration": {
"reason": "no_authorization_server"
},
"server_card": {
"error": "Client error '404 Not Found' for url 'https://masnavi.ai/.well-known/mcp/server-card.json'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://masnavi.ai/.well-known/mcp/server-card.json"
},
"tools_list": {
"error": "Client error '400 Bad Request' for url 'https://masnavi.ai/mcp'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/400",
"headers": {
"content-type": "application/json",
"mcp-session-id": "cfb992cbbd40443280e108f426c6ff8d"
},
"http_status": 400,
"payload": {},
"url": "https://masnavi.ai/mcp"
}
},
"remote_url": "https://masnavi.ai/mcp",
"server_card_payload": null,
"server_identifier": "ai.masnavi/masnavi"
}
Known versions
1.0.0
Validation history
7 day score delta
n/a
30 day score delta
n/a
Recent healthy ratio
0%
Freshness
5.3h
| Timestamp | Status | Score | Latency | Tools |
|---|---|---|---|---|
| Aug 05, 2026 11:28:59 PM UTC | Failing | 7.1 | 3689.6 ms | 0 |
| Aug 05, 2026 07:27:50 PM UTC | Failing | 14.6 | 4051.4 ms | 0 |
| Aug 03, 2026 08:49:26 PM UTC | Failing | 21.9 | 4115.4 ms | 0 |
| Aug 02, 2026 06:48:05 PM UTC | Failing | 21.7 | 4116.9 ms | 0 |
| Aug 02, 2026 04:15:38 AM UTC | Failing | 21.5 | 4422.2 ms | 0 |
| Aug 01, 2026 01:20:04 PM UTC | Failing | 21.4 | 4749.0 ms | 0 |
| Jul 31, 2026 10:02:50 PM UTC | Failing | 21.4 | 4388.3 ms | 0 |
| Jul 31, 2026 06:46:21 AM UTC | Failing | 21.3 | 4275.6 ms | 0 |
Validation timeline
| Validated | Summary | Score | Protocol | Auth mode | Tools | High-risk tools | Changes |
|---|---|---|---|---|---|---|---|
| Aug 05, 2026 11:28:59 PM UTC | Failing | 7.1 | 2025-03-26 | public | 0 | 0 | auth_mode_changed |
| Aug 05, 2026 07:27:50 PM UTC | Failing | 14.6 | unknown | unknown | 0 | 0 | none |
| Aug 03, 2026 08:49:26 PM UTC | Failing | 21.9 | unknown | unknown | 0 | 0 | none |
| Aug 02, 2026 06:48:05 PM UTC | Failing | 21.7 | unknown | unknown | 0 | 0 | none |
| Aug 02, 2026 04:15:38 AM UTC | Failing | 21.5 | unknown | unknown | 0 | 0 | none |
| Aug 01, 2026 01:20:04 PM UTC | Failing | 21.4 | unknown | unknown | 0 | 0 | none |
| Jul 31, 2026 10:02:50 PM UTC | Failing | 21.4 | unknown | unknown | 0 | 0 | none |
| Jul 31, 2026 06:46:21 AM UTC | Failing | 21.3 | unknown | unknown | 0 | 0 | none |
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| Aug 05, 2026 11:28:55 PM UTC | Completed | Failing | 3689.6 ms | action_safety_probe, advanced_capabilities_probe, connector_publishability_probe, connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, official_registry_probe, openid_configuration, probe_noise_resilience, prompt_get, prompts_list, protocol_version_probe, provenance_divergence_probe, request_association_probe, resource_read, resources_list, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 05, 2026 07:27:46 PM UTC | Completed | Failing | 4051.4 ms | |
| Aug 03, 2026 08:49:22 PM UTC | Completed | Failing | 4115.4 ms | |
| Aug 02, 2026 06:48:01 PM UTC | Completed | Failing | 4116.9 ms | |
| Aug 02, 2026 04:15:34 AM UTC | Completed | Failing | 4422.2 ms | |
| Aug 01, 2026 01:20:00 PM UTC | Completed | Failing | 4749.0 ms | |
| Jul 31, 2026 10:02:46 PM UTC | Completed | Failing | 4388.3 ms | |
| Jul 31, 2026 06:46:16 AM UTC | Completed | Failing | 4275.6 ms | |
Public server reputation
Validation success 7d
0.0
Validation success 30d
0.0
Mean time to recover
n/a
Breaking diffs 30d
0
Registry drift frequency 30d
0
Snapshot changes 30d
0
Incident & change feed
| Timestamp | Event | Details |
|---|---|---|
| Aug 05, 2026 11:01:38 AM UTC | Score corrected (post-1.0.503 remediation, R1 zero-anchoring) | Prior: 21.88. Corrected: 13.96. |
| Aug 05, 2026 11:28:59 PM UTC | Latest validation: failing | Score 11.8 with status failing. |
| Aug 05, 2026 11:28:59 PM UTC | Score changed | Score delta -7.5 versus the previous run. |
| Aug 05, 2026 11:28:59 PM UTC | Auth mode changed | Auth mode moved from unknown to public. |
| Aug 05, 2026 07:27:50 PM UTC | Score changed | Score delta -7.3 versus the previous run. |
| Aug 03, 2026 08:49:26 PM UTC | Score changed | Score delta +0.2 versus the previous run. |
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: https://masnavi.ai
- Docs: none
- Support: none
- Icon: none
- Remote endpoint: https://masnavi.ai/mcp
- Server card: none
Use-case taxonomy
search security
Benchmark tasks
| Benchmark task | Status | Evidence |
|---|---|---|
| Discover tools | Likely to fail |
|
| Read-only fetch flow | Likely to fail |
|
| OAuth-required connect | Degraded |
|
| Safe write flow with confirmation | Degraded |
|
Utility coverage
Probe status
Warning
Completions
advertised
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Missing
Advertised: no
Transport compliance drilldown
Probe status
Warning
Transport
streamable-http
Session header
yes
Protocol header
no
Bad protocol response
400
DELETE teardown
200
Expired session retry
404
Last-Event-ID visible
no
Issues: missing_protocol_header
Request association
Status
Missing
Advertised capabilities
none
Observed idle methods
none
Violating methods
none
Probe HTTP status
n/a
Issues
none
Connector replay
Status
Missing
Backward compatible
Would break after refresh
Added tools
none
Removed tools
none
Additive output changes
none
Required-argument replay breaks
| Tool | Added required args | Removed required args |
|---|---|---|
| No required-argument replay breaks detected. | ||
Output-schema replay breaks
| Tool | Removed properties | Added properties |
|---|---|---|
| No output-schema replay breaks detected. | ||
Tool snapshot diff & changelog
Need at least two validation runs before building a tool changelog.
Validation diff
Score delta
-7.54
Summary changed
no
Tool delta
0
Prompt delta
0
Auth mode changed
yes
Write surface expanded
no
Protocol regressed
no
Registry drift changed
no
Regressed checks: action_safety_probe, connector_publishability_probe, oauth_protected_resource, server_card, tools_list
Improved checks: initialize, official_registry_probe, probe_noise_resilience, provenance_divergence_probe, session_resume_probe
Newly assessed dimensions: none
No longer assessed dimensions: action_safety_score
| Component | Previous | Latest | Delta |
|---|---|---|---|
task_success_score | 3.33 | 0.0 | -3.33 |
discovery_metadata_score | 4.0 | 2.0 | -2.0 |
freshness_confidence_score | 3.0 | 1.0 | -2.0 |
security_hygiene_score | 4.0 | 2.0 | -2.0 |
utility_coverage_score | 3.0 | 1.0 | -2.0 |
abuse_noise_ratio_score | 2.5 | 1.0 | -1.5 |
dependency_supply_chain_signal_score | 2.5 | 1.0 | -1.5 |
session_semantics_score | 2.5 | 1.0 | -1.5 |
Registry & provenance divergence
Probe status
OK
Direct official match
yes
Drift fields
none
| Field | Registry | Live server card |
|---|---|---|
| Title | n/a | n/a |
| Version | n/a | n/a |
| Homepage | n/a | n/a |
Active alerts
- Latest validation is failing (critical)
Core MCP flows did not validate successfully on the latest run. - tools/list regressed (critical)
Tool discovery became less reliable on the latest run. - Auth mode changed (high)
Auth mode changed from unknown to public.
Aliases & registry graph
| Identifier | Source | Canonical | Score |
|---|---|---|---|
ai.masnavi/masnavi |
official_registry | yes | 7.1 |
Alias consolidation
Canonical identifier
ai.masnavi/masnavi
Duplicate aliases
0
Registry sources
official_registry
Remote URLs
Homepages
Source disagreements
| Field | What differs | Observed values |
|---|---|---|
| No source disagreements detected. | ||
Fix it
Why this score?
Access & Protocol
21/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
7/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
6/36
How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.
Reliability & Trust
6/24
Operational stability, consistency, and trustworthiness over time.
Discovery & Governance
17/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
4/8
Adoption clues and public evidence that the server is intended for external use.
Algorithmic score breakdown
Auth Operability
2/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
0/4
Grades machine-readable error structure, status alignment, and remediation hints.
Rate-Limit Semantics
2/4
Checks whether quota/throttle responses are deterministic and automation-friendly.
Schema Completeness
0/4
Completeness of tool descriptions, parameter docs, examples, and schema shape.
Backward Compatibility
4/4
Stability score across tool schema/name drift relative to prior validations.
SLO Health
0/4
Availability, latency, and burst-failure profile across recent validation history.
Security Hygiene
2/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
0/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
0/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
1/4
How well the server preserves core behavior in the presence of noisy traffic patterns.
Prompt Contract
2/4
Quality of prompt metadata, argument shape, and prompt discoverability for clients.
Resource Contract
2/4
How completely resources and resource templates describe URIs, types, and usage shape.
Discovery Metadata
2/4
Homepage, docs, icon, repository, support, and license coverage for directory consumers.
Registry Consistency
2/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
1/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
1/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
0/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
0/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
3/4
Depth and client compatibility of OAuth/OIDC metadata beyond the minimal protected-resource check.
Recovery Semantics
0/4
Whether failures include actionable machine-readable next steps such as retry or upgrade guidance.
Maintenance Signal
2/4
Versioning, update recency, and historical validation cadence that indicate active stewardship.
Adoption Signal
2/4
Directory presence and distribution clues that suggest the server is intended for external use.
Freshness Confidence
1/4
Confidence that recent validations are current enough and dense enough to trust operationally.
Transport Fidelity
4/4
Whether declared transport metadata matches the observed endpoint behavior and response formats.
Spec Recency
2/4
How close the server’s claimed MCP protocol version is to the latest known public revision.
Session Resume
4/4
Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.
Step-Up Auth
0/4
Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.
Transport Compliance
3/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
1/4
Signals support for completions, pagination, and task-oriented utility surfaces that larger clients increasingly expect.
Advanced Capability Coverage
0/4
Coverage of newer MCP surfaces like roots, sampling, elicitation, structured output, and related metadata.
Connector Publishability
2/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
0/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
0/4
Whether a previously published frozen connector snapshot would remain backward compatible after the latest tool refresh.
Request Association
0/4
Whether roots, sampling, and elicitation appear tied to active client requests instead of arriving unsolicited on idle sessions.
Interactive Flow Safety
0/4
Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.
Official Registry Presence
4/4
Whether the server appears directly or indirectly in the official MCP registry.
Provenance Divergence
4/4
How closely official registry metadata, the live server card, and public repo/package signals agree with each other.
Safety Transparency
2/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
0/4
How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.
Destructive Operation Safety
1/4
Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.
Egress / SSRF Resilience
1/4
Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.
Execution / Sandbox Safety
1/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
0/4
Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.
Least Privilege Scope
1/4
Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.
Secret Handling Hygiene
1/4
Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.
Supply Chain Signal
1/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
0/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
0/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.
Actionable remediation
| Severity | Remediation | Why it matters | Recommended action |
|---|---|---|---|
| Critical | Ensure tools/list succeeds consistently | Tools discovery is the minimum viable contract for most MCP clients and directories. | Make tools/list succeed unauthenticated when possible, or document the auth flow in the server card.Playbook
|
| Critical | Respond to latest validation is failing | Core MCP flows did not validate successfully on the latest run. | Fix the failing checks first, then revalidate to confirm the recovery path.Playbook
|
| Critical | Respond to tools/list regressed | Tool discovery became less reliable on the latest run. | Compare tool enumeration outputs between runs and remove non-deterministic behavior. |
| High | Add confirmation and dry-run semantics for risky actions | High-risk write, delete, exec, or egress tools should communicate safeguards clearly. | Add an explicit confirm/dry-run parameter or two-step confirmation flow to write, delete, exec, and egress-capable tools before they can make destructive changes.Playbook
|
| High | Align session and protocol behavior with Streamable HTTP expectations | Clients increasingly rely on MCP-Protocol-Version, session teardown, and expired-session semantics. | Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.Playbook
|
| High | Associate roots, sampling, and elicitation with active client requests | Modern MCP guidance expects roots, sampling, and elicitation traffic to be tied to an active client request instead of arriving unsolicited on idle sessions. | Only send roots/list, sampling/createMessage, or elicitation/create requests while handling an active client-initiated request, never on idle sessions.Playbook
|
| High | Expose /.well-known/oauth-protected-resource | Without a protected-resource document, OAuth clients cannot discover auth requirements reliably. | Serve /.well-known/oauth-protected-resource and point it at your authorization server metadata.Playbook
|
| High | Keep connector refreshes backward compatible | Managed connector clients freeze tool snapshots, so removed tools, new required args, and breaking output changes can break published integrations after refresh. | Avoid removing tools, adding new required arguments, or changing outputSchema for tools already published to connector directories without a version bump.Playbook
|
| High | Publish OAuth authorization-server metadata | Clients need authorization-server metadata to discover issuer, endpoints, and DCR support. | Publish /.well-known/oauth-authorization-server from your issuer and include registration_endpoint when supported.Playbook
|
| High | Publish a complete server card | Missing or incomplete server-card metadata weakens discovery, documentation, and trust signals. | Serve /.well-known/mcp/server-card.json and include tools, prompts/resources, homepage, and support links.Playbook
|
| High | Respond to auth mode changed | Auth mode changed from unknown to public. | Document the new auth posture and confirm protected-resource and challenge metadata still match reality. |
| High | Stop asking users to paste secrets directly | Public MCP servers should prefer OAuth or browser-based auth guidance over in-band secret collection. | |
| Medium | Adopt a current MCP protocol revision | Older protocol revisions reduce compatibility with newer clients and registry programs. | Advertise a current MCP protocol revision (2025-06-18 or later) in both the initialize response and the MCP-Protocol-Version header.Playbook
|
| Medium | Close connector-publishing gaps | Connector catalogs care about protocol recency, session behavior, auth clarity, and tool-surface stability. | |
| Medium | Document minimal scopes and return cleaner auth challenges | Modern clients expect granular scopes and step-up auth signals such as WWW-Authenticate scope hints. | Return granular scopes and WWW-Authenticate challenge hints instead of forcing overly broad auth upfront.Playbook
|
| Medium | Publish OpenID configuration | OIDC metadata improves token validation and client compatibility. | Expose /.well-known/openid-configuration with issuer, jwks_uri, and supported grants.Playbook
|
| Medium | Raise Adoption & Market score | Adoption clues and public evidence that the server is intended for external use. | Increase external documentation and directory coverage so users can discover and evaluate the server. |
| Medium | Raise Interface Quality score | How well the tool/resource interface communicates and behaves under automation. | Improve schemas, error contracts, and recovery messages so agents can reason about the surface automatically. |
| Medium | Raise Reliability & Trust score | Operational stability, consistency, and trustworthiness over time. | Stabilize behavior over time and reduce failure drift between validation runs. |
| Medium | Raise Security Posture score | How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs. | Reduce destructive, egress, exec, secret, and freeform-input risk across the exposed tool surface.Playbook
|
| Medium | Reduce tool-surface churn | Frequent add/remove or output-shape drift makes published connectors and cached tool snapshots brittle. | Keep tool names, required arguments, and output schemas stable between deploys, and publish a changelog entry when they must change.Playbook
|
| Medium | Repair prompts/list or stop advertising prompts | Prompt metadata should either work live or be removed from the advertised capability set. | Only advertise prompts if prompts/list works and prompt arguments are documented.Playbook
|
| Medium | Repair resources/list or stop advertising resources | Resource metadata should either work live or be removed from the advertised capability set. | Only advertise resources if resources/list works and resources expose stable URIs/types.Playbook
|
| Low | Expose modern utility surfaces like completions, pagination, or tasks | Utility coverage improves interoperability with larger clients and long-lived agent workflows. | Expose completions, pagination, and task metadata where supported so larger clients can plan and resume work safely.Playbook
|
| Low | Publish newer MCP capability signals | Roots, sampling, elicitation, structured outputs, and related metadata improve client understanding and ranking. | Advertise only the advanced capabilities (roots, sampling, elicitation) you have actually implemented end to end in the initialize capabilities object.Playbook
|
Point loss breakdown
| Component | Current | Points missing |
|---|---|---|
| Trust Confidence | 0/4 | -4.0 |
| Tool Surface Design | 0/4 | -4.0 |
| Tool Snapshot Churn | 0/4 | -4.0 |
| Tool Namespace Clarity | 0/4 | -4.0 |
| Tool Capability Clarity | 0/4 | -4.0 |
| Task Success | 0/4 | -4.0 |
| Step Up Auth | 0/4 | -4.0 |
| SLO Health | 0/4 | -4.0 |
| Schema Completeness | 0/4 | -4.0 |
| Result Shape Stability | 0/4 | -4.0 |
| Request Association | 0/4 | -4.0 |
| Recovery Semantics | 0/4 | -4.0 |
Compatibility profiles
OpenAI Connectors
66.7
partial
OpenAI connectors expect OAuth for remote server auth.; Dynamic client registration materially improves connector setup.; tools/list must succeed.
Connector URL: https://masnavi.ai/mcp # No OAuth metadata detected. # Server: ai.masnavi/masnavi
Claude Desktop
66.7
partial
tools/list must succeed.; A useful Claude integration needs at least one exposed tool.
{
"mcpServers": {
"masnavi": {
"command": "npx",
"args": ["mcp-remote", "https://masnavi.ai/mcp"]
}
}
}
Smithery
60.0
partial
Tool discovery must succeed.; Machine-readable failure semantics should be present.
smithery mcp add "https://masnavi.ai/mcp"
Generic Streamable HTTP
66.7
partial
tools/list must succeed.; Session behavior should be predictable.
curl -sS https://masnavi.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'
Governance
MCP TrustOps
TrustOps turns this report into operational controls: freshness SLAs, authenticated validation, semantic benchmarks, policy exports, alert subscriptions, badges, cost/compliance metadata, and runtime routing. Fresh trusted index decisions stay separate from long-tail inventory so stale scores do not masquerade as current evidence.
Evidence age tier
Verified in last 24h
Policy SLA (contractual, distinct from the public 24h freshness window): 168.0h • confidence-weighted score (display score discounted for evidence age and confidence -- an internal TrustOps input, not the public score): n/a • evidence too old to display:
Policy exports
Formats: json, rego, yaml, github_action, gateway_config, client_report
Runtime routing
/v1/decideReturns allowed tools, blocked tools, approval requirement, and reason.
Hosted runtime
Deploy trusted servers from GitHub with secrets, egress controls, releases, rollback, and audit events.
Authenticated validation
Premium publisher feature: paid authenticated runs verify scopes, write-action safeguards, and authorized tool execution.
Active trust badges
Freshly Validated No Critical Risk
Semantic benchmarks
available
Templates cover GitHub, database, healthcare, web search, and CRM least-privilege jobs.
Supply chain
metadata signal
Deep scan checks are marked separately from public metadata signals.
Compliance metadata
Terms, privacy, SOC 2, HIPAA, GDPR, retention, deletion, and audit-log fields are tracked as enterprise metadata.
Alert subscription types
Status changes Score drops or recovers Freshness SLA breach Validation schema drift OAuth or auth behavior changes Tool surface changes New or changed write tool Supply-chain signal changes Legal or compliance metadata changes
MCP Runtime hosting
Verify Hosted MCP turns a trusted server report into a managed remote MCP endpoint with GitHub deployment provenance, sandbox policy, encrypted secrets, release history, rollback, and audit/usage events.
Activation readiness
Trusted hosted runtimes require fresh validation, a passing server state, a remote endpoint, and a minimum score.
Minimum tier
TrustOps
Publisher claim plus paid TrustOps tier are required before secrets or releases can be created.
Hosted endpoint
/hosted/{namespace}/{name}/mcpThe endpoint enforces egress allowlists and records audit/usage events.
Blockers
score_below_hosting_threshold server_not_healthy_or_degraded latest_validation_not_passing
| Deployment | Status | Endpoint | Release |
|---|---|---|---|
| No hosted runtime deployments yet. | |||
Authenticated validation sessions
Public validation is free. Authenticated validation is paid and proves scoped behavior, write-action safeguards, and authenticated tool execution.
Latest profile
remote_mcp
Authenticated session used
Public score isolation
Preview endpoint
/v1/verifyCI preview endpoint
/v1/ci/previewInstall snippets
Openai Connectors
Connector URL: https://masnavi.ai/mcp # No OAuth metadata detected. # Server: ai.masnavi/masnavi
Claude Desktop
{
"mcpServers": {
"masnavi": {
"command": "npx",
"args": ["mcp-remote", "https://masnavi.ai/mcp"]
}
}
}
Smithery
smithery mcp add "https://masnavi.ai/mcp"
Generic Http
curl -sS https://masnavi.ai/mcp -H 'content-type: application/json' -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"mcp-verify","version":"0.1.0"}}}'
Agent access & tool surface
Live server tools
No live tool surface captured yet.
Observed from the latest live validation against https://masnavi.ai/mcp. This is the target server surface, not Verify's own inspection tools.
Live capability counts
0 tools • 0 prompts • 0 resources
Counts come from the latest
tools/list, prompts/list, and resources/list checks.Inspect with Verify
search fetch search_servers recommend_servers get_server_report compare_servers
Use Verify itself to search, recommend, compare, and fetch the full report for
ai.masnavi/masnavi.Direct machine links