github-allamiwayl-27/rabatrealestate
allamiwayl-27/rabatrealestate
MCP server for real estate in Morocco — 17 tools for search, valuation, and market analysis. Level 5 Agent-Native.
DECISION SUMMARY
Block For Production
Score
63.5
Rank suppressed while production readiness shows a blocking verdict.
Confidence
High
Based on evidence completeness, recency, and validation density.
Evidence age
3.9h old
Freshness: fresh. Snapshot
trustsnap_d770ab12af7c44d8.Top risk drivers
- Utility Coverage
- Transport Compliance
- Resource Contract
Recommended actions
- Add an explicit confirm/dry-run parameter or two-step confirmation flow to write, delete, exec, and egress-capable tool…
- Align MCP-Protocol-Version, MCP-Session-Id, DELETE teardown, and expired-session handling with the transport spec.
- Confirm which endpoint is canonical, correct or retire the stale registry entry, and re-sync so every alias agrees on o…
Next action
revalidate, add safeguards, export policy
write/admin actions need confirmation safeguards + unauthenticated behavior not proven
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
Healthy
Score
63.5
Transport
streamable-http
Tools
17
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
17
High-risk tools
0
Destructive tools
0
Exec tools
0
Egress tools
0
Secret tools
0
Bulk-access tools
0
Risk distribution
low:16, medium:1
Tool capability & risk inventory
| Tool | Capabilities | Risk | Findings | Notes |
|---|---|---|---|---|
search_listings |
read | Low | none | No explicit safeguard hints detected. |
get_listing |
read | Low | none | No explicit safeguard hints detected. |
estimate_property |
undetermined | Low | none | No explicit safeguard hints detected. |
get_market_trends |
read | Low | none | No explicit safeguard hints detected. |
get_quartier_stats |
read | Low | none | No explicit safeguard hints detected. |
list_quartiers |
read | Low | none | No explicit safeguard hints detected. |
list_villes |
read | Low | none | No explicit safeguard hints detected. |
create_lead |
write | Medium | none | No explicit safeguard hints detected. |
get_comparables |
read | Low | none | No explicit safeguard hints detected. |
get_investor_alerts |
read | Low | none | No explicit safeguard hints detected. |
get_price_analytics |
read | Low | none | No explicit safeguard hints detected. |
get_rental_yield |
read | Low | none | No explicit safeguard hints detected. |
get_market_predictions |
read | Low | none | No explicit safeguard hints detected. |
get_quartier_comparison |
read | Low | none | No explicit safeguard hints detected. |
get_suspicious_listings |
read | Low | none | No explicit safeguard hints detected. |
get_liquidity |
read | Low | none | No explicit safeguard hints detected. |
get_agency_leaderboard |
read | Low | none | No explicit safeguard hints detected. |
Write-action governance
Governance status
Warning
Safe to publish
Auth boundary
oauth_or_auth_required
Blast radius
Medium
High-risk tools
0
Confirmation signals
none
Safeguard count
0
Status detail: No high-risk write actions; auth boundary is oauth or auth required with 0 safeguard(s) and 0 confirmation signal(s).
| Tool | Risk | Flags | Safeguards |
|---|---|---|---|
| No high-risk tools were detected on the latest run. | |||
Action-controls diff
Snapshot changed
yes
Disabled-by-default candidates
none
Manual review candidates
none
New actions
| Action | Risk | Flags |
|---|---|---|
create_lead | Medium | none |
estimate_property | Low | none |
get_agency_leaderboard | Low | none |
get_comparables | Low | none |
get_investor_alerts | Low | none |
get_liquidity | Low | none |
get_listing | Low | none |
get_market_predictions | Low | none |
get_market_trends | Low | none |
get_price_analytics | Low | none |
get_quartier_comparison | Low | none |
get_quartier_stats | Low | none |
get_rental_yield | Low | none |
get_suspicious_listings | Low | none |
list_quartiers | Low | none |
list_villes | Low | none |
search_listings | Low | none |
Changed actions
| Action | Change types | Risk |
|---|---|---|
| No materially changed actions. | ||
Critical alerts
High/critical-severity alerts
2
Production verdicts degrade quickly when high or critical-severity 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
Dynamic client registration materially improves connector setup.; Transport compliance failed or did not complete successfully.; OAuth interoperability should be strong.
Confidence: high (78.75)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
initialize• OKtools_list• OKtransport_compliance_probe• Errorstep_up_auth_probe• OKconnector_replay_probe• OK — Frozen tool snapshots must survive refresh.request_association_probe• Missing — Roots, sampling, and elicitation should stay request-scoped.
Client compatibility: Claude
Client-compatible
Transport behavior should match Claude-compatible HTTP expectations.
Confidence: high (78.75)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history, server_card
Disagreements: none
initialize• OKtools_list• OKtransport_compliance_probe• Error
Write-action publishing
Publishing blocked
action_safety_probe is in warning -- the flagged risk has not been confirmed safe. Risky write actions are present without a clear auth boundary and confirmation signal. Active alert(s) affecting production readiness: Tool snapshot changed, Auth mode changed.
Confidence: high (78.75)
Evidence provenance
Winner: live_validation
Supporting sources: live_validation, history
Disagreements: none
action_safety_probe• Warning
Snapshot churn risk
Medium
The live tool surface changed between recent validations.
Confidence: high (78.75)
Evidence provenance
Winner: history
Supporting sources: history, live_validation
Disagreements: none
tool_snapshot_probe• OKconnector_replay_probe• OK
Client compatibility gate details
ChatGPT custom connector
Partially client-compatible
Remediation checklist
Dynamic client registration materially improves connector setup.Transport compliance failed or did not complete successfully.OAuth interoperability should be strong.The tool surface is not limited to search/fetch-style read tools.This client profile expects a read/search-only tool surface, but write, delete, or exec-capable tools are present.Not yet safe for company-knowledge use: requires a search/fetch-only surface with no export, bulk, mutating, or high-blast-radius exposure.
Claude remote MCP
Client-compatible
Remediation checklist
Transport behavior should match Claude-compatible HTTP expectations.The tool surface is not limited to search/fetch-style read tools.This client profile expects a read/search-only tool surface, but write, delete, or exec-capable tools are present.Not yet safe for company-knowledge use: requires a search/fetch-only surface with no export, bulk, mutating, or high-blast-radius exposure.Not yet safe for the Messages API remote MCP path: requires OAuth, a compatible connector profile, and no pending connector-refresh risk.Transport compliance issues should be resolved before wider client rollout.
Write-safe publishing
Blocked
Remediation checklist
Add confirmation or dry-run semantics for risky actions.action_safety_probe is in warning -- confirm the flagged risk before treating this as write-safe.Production readiness is blocked by an active alert: Tool snapshot changed.Production readiness is blocked by an active alert: Auth mode changed.
Verdict traces
Production verdict
Needs remediation
Degraded from Safe for evaluation: 2 open high/critical-severity alert(s) are active, including at least one that blocks even evaluation-level trust.
Confidence: high (78.75)
Winning source: live_validation
Triggering alerts
tool_snapshot_changed• high • Tool snapshot changedauth_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 |
Client-compatible | initialize, tools_list, transport_compliance_probe | live_validation | none |
unsafe_for_write_actions |
Publishing blocked | action_safety_probe | live_validation | none |
snapshot_churn_risk |
Medium | tool_snapshot_probe, connector_replay_probe | history | none |
Publishability policy profiles
ChatGPT custom connector compatibility
Compatible with review
Dynamic client registration materially improves connector setup.; Transport compliance failed or did not complete successfully.; OAuth interoperability should be strong. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
- Search Fetch Only: No
- Write Actions Present: Yes
- Oauth Configured: Yes
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
Claude remote MCP compatibility
Connector-compatible
Transport behavior should match Claude-compatible HTTP expectations. Compatibility is not a production approval; company knowledge and Messages API gates remain separate.
- Search Fetch Only: No
- Write Actions Present: Yes
- Oauth Configured: Yes
- Admin Refresh Required: No
- Safe For Company Knowledge: No
- Safe For Messages Api Remote Mcp: No
Compatibility fixtures
ChatGPT custom connector fixture
Degraded
Dynamic client registration materially improves connector setup.; Transport compliance failed or did not complete successfully.; OAuth interoperability should be strong.
- remote_http_endpoint: Passes
- oauth_discovery: Passes
- frozen_tool_snapshot_refresh: Passes
- request_association: Passes
Anthropic remote MCP fixture
Degraded
Transport behavior should match Claude-compatible HTTP expectations.
- remote_transport: Passes
- tool_discovery: Passes
- auth_connect: Passes
- safe_write_review: Degraded
Recommended for
Claude Desktop
Claude Desktop is marked compatible with score 83.
Smithery
Smithery is marked compatible with score 100.
Generic Streamable HTTP
Generic Streamable HTTP is marked compatible with score 100.
Evidence
Current trust snapshot
Snapshot ID
trustsnap_d770ab12af7c44d8Use this ID to compare server page, report, policy, MCP, homepage, ranking, and shortlist surfaces.
Snapshot generated
Aug 09, 2026 06:38:17 PM UTC
All page, report, policy, and MCP surfaces use this same server-detail snapshot shape.
Last validated
Aug 09, 2026 02:43:05 PM UTC
Age: 3.92h • evidence age tier: Verified in last 24h • display score: 63.54
Canonical machine links
Compare index
Badge metadata
Ledger evidence
Human compare URL
Evidence confidence
Confidence score
78.8
Based on 3 recent validations, 27 captured checks, and validation age of 3.9 hours.
Live checks captured
27
More direct checks increase trust in the current verdict.
Validation age
3.9h
Lower age means fresher evidence.
Latest validation evidence
Latest summary
Healthy
Validation profile
remote_mcp
Started
Aug 09, 2026 02:43:02 PM UTC
Latency
3208.0 ms
Failures
openid_configurationClient error '404 Not Found' for url 'https://realestatecapitale.ma/.well-known/openid-configuration' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404transport_compliance_probeIssues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200).
Checks
| Check | Status | Latency | Evidence |
|---|---|---|---|
action_safety_probe |
Warning | n/a | No write-action risk evidence recorded. |
advanced_capabilities_probe |
Missing | n/a | No advanced MCP capability signals detected. |
connector_publishability_probe |
Warning | n/a | Publishability blockers: transport compliance. |
connector_replay_probe |
OK | n/a | Backward compatible with no breaking tool-surface changes. |
determinism_probe |
OK | 275.0 ms | Check completed |
initialize |
OK | 736.8 ms | Protocol 2025-03-26 |
interactive_flow_probe |
OK | n/a | Check completed |
oauth_authorization_server |
OK | 27.0 ms | 1 authorization server(s) |
oauth_protected_resource |
OK | 26.9 ms | 1 authorization server(s) |
official_registry_probe |
Missing | n/a | Check completed |
openid_configuration |
Error | 26.0 ms | Client error '404 Not Found' for url 'https://realestatecapitale.ma/.well-known/openid-configuration' For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404 |
probe_noise_resilience |
OK | 257.5 ms | Fetched https://realestatecapitale.ma/robots.txt |
prompt_get |
Missing | n/a | not advertised |
prompts_list |
Missing | 209.1 ms | not supported |
protocol_version_probe |
Warning | n/a | Claims 2025-03-26; 2 release(s) behind 2025-11-25. |
provenance_divergence_probe |
Not_Assessed | 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 | 202.4 ms | not supported |
schema_divergence_probe |
Missing | n/a | no server card tools |
server_card |
OK | 66.1 ms | $schema, description, name, remotes |
session_resume_probe |
Warning | n/a | no session id |
step_up_auth_probe |
OK | n/a | Scopes=api.read, api.write. |
tool_snapshot_probe |
OK | n/a | Check completed |
tools_list |
OK | 501.8 ms | 17 tool(s) exposed |
transport_compliance_probe |
Error | 295.0 ms | Issues: missing session id, missing protocol header, bad protocol not rejected (bad protocol=200). |
utility_coverage_probe |
Missing | 206.6 ms | No completions evidence; no pagination evidence; tasks missing. |
Raw evidence view
Show raw JSON evidence
{
"checks": {
"action_safety_probe": {
"details": {
"auth_present": true,
"confirmation_signals": [],
"reason": null,
"safeguard_count": 0,
"summary": {
"annotation_conflict_tools": 0,
"bulk_access_tools": 0,
"capability_distribution": {
"read": 15,
"undetermined": 1,
"write": 1
},
"declared_non_read_only_tools": 0,
"destructive_tools": 0,
"egress_tools": 0,
"exec_tools": 0,
"has_mutating_capability": true,
"has_non_read_capability": true,
"high_risk_tools": 0,
"risk_distribution": {
"critical": 0,
"high": 0,
"low": 16,
"medium": 1
},
"secret_tools": 0,
"tool_count": 17
}
},
"latency_ms": null,
"status": "warning"
},
"advanced_capabilities_probe": {
"details": {
"capabilities": {
"completions": false,
"elicitation": false,
"prompts": false,
"resource_links": false,
"resources": false,
"roots": false,
"sampling": false,
"structured_outputs": false
},
"enabled": [],
"enabled_count": 0,
"initialize_capability_keys": [
"tools"
]
},
"latency_ms": null,
"status": "missing"
},
"connector_publishability_probe": {
"details": {
"blockers": [
"transport_compliance"
],
"criteria": {
"action_safety": true,
"auth_flow": true,
"connector_replay": true,
"initialize": true,
"protocol_version": true,
"remote_transport": true,
"request_association": true,
"server_card": true,
"session_resume": true,
"step_up_auth": true,
"tool_surface": true,
"tools_list": true,
"transport_compliance": false
},
"high_risk_tools": 0,
"tool_count": 17,
"transport": "streamable-http"
},
"latency_ms": null,
"status": "warning"
},
"connector_replay_probe": {
"details": {
"added_tools": [],
"additive_output_changes": [],
"backward_compatible": true,
"output_breaks": [],
"removed_tools": [],
"required_arg_breaks": [],
"would_break_after_refresh": false
},
"latency_ms": null,
"status": "ok"
},
"determinism_probe": {
"details": {
"attempts": 2,
"baseline_signature": "f00dbdf400304ae24e8697ad432ace65447f198e2bd66cbd81677d2f7403ca4d",
"errors": [],
"matches": 2,
"stable_ratio": 1.0,
"successful": 2
},
"latency_ms": 274.97,
"status": "ok"
},
"initialize": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8",
"strict-transport-security": "max-age=31536000; includeSubDomains; preload"
},
"http_status": 200,
"payload": {
"id": 1,
"jsonrpc": "2.0",
"result": {
"capabilities": {
"tools": {}
},
"protocolVersion": "2025-03-26",
"serverInfo": {
"name": "realestatecapitale-mcp",
"version": "1.0.0"
}
}
},
"url": "https://realestatecapitale.ma/mcp"
},
"latency_ms": 736.76,
"status": "ok"
},
"interactive_flow_probe": {
"details": {
"oauth_supported": true,
"prompt_available": false,
"risk_hits": [],
"safe_hits": []
},
"latency_ms": null,
"status": "ok"
},
"oauth_authorization_server": {
"details": {
"headers": {
"content-type": "application/json"
},
"http_status": 200,
"payload": {
"agent_auth": {
"anonymous": {
"claim_uri": "https://realestatecapitale.ma/agent/identity/claim",
"credential_types_supported": [
"access_token"
]
},
"claim_endpoint": "https://realestatecapitale.ma/agent/identity/claim",
"events_endpoint": "https://realestatecapitale.ma/agent/event/notify",
"identity_endpoint": "https://realestatecapitale.ma/agent/identity",
"identity_types_supported": [
"anonymous",
"service_auth"
],
"service_auth": {
"claim_uri": "https://realestatecapitale.ma/agent/identity/claim",
"credential_types_supported": [
"access_token"
]
},
"skill": "https://realestatecapitale.ma/auth.md"
},
"authorization_servers": [
"https://realestatecapitale.ma/"
],
"bearer_methods_supported": [
"header"
],
"grant_types_supported": [
"urn:ietf:params:oauth:grant-type:jwt-bearer",
"urn:workos:agent-auth:grant-type:claim"
],
"issuer": "https://realestatecapitale.ma",
"resource": "https://api.realestatecapitale.ma/",
"revocation_endpoint": "https://realestatecapitale.ma/oauth2/revoke",
"scopes_supported": [
"api.read",
"api.write"
],
"token_endpoint": "https://realestatecapitale.ma/oauth2/token"
},
"url": "https://realestatecapitale.ma/.well-known/oauth-authorization-server"
},
"latency_ms": 26.98,
"status": "ok"
},
"oauth_protected_resource": {
"details": {
"headers": {
"content-type": "application/json"
},
"http_status": 200,
"payload": {
"authorization_servers": [
"https://realestatecapitale.ma/"
],
"bearer_methods_supported": [
"header"
],
"resource": "https://realestatecapitale.ma/",
"resource_logo_uri": "https://realestatecapitale.ma/logo.png",
"resource_name": "Real Estate Capitale",
"scopes_supported": [
"api.read",
"api.write"
]
},
"url": "https://realestatecapitale.ma/.well-known/oauth-protected-resource"
},
"latency_ms": 26.91,
"status": "ok"
},
"official_registry_probe": {
"details": {
"direct_match": false,
"official_peer_count": 0,
"registry_source": "github_topic_registry"
},
"latency_ms": null,
"status": "missing"
},
"openid_configuration": {
"details": {
"error": "Client error '404 Not Found' for url 'https://realestatecapitale.ma/.well-known/openid-configuration'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://realestatecapitale.ma/.well-known/openid-configuration"
},
"latency_ms": 26.0,
"status": "error"
},
"probe_noise_resilience": {
"details": {
"headers": {
"content-type": "text/plain; charset=utf-8"
},
"http_status": 200,
"url": "https://realestatecapitale.ma/robots.txt",
"validation_disallowed": false
},
"latency_ms": 257.54,
"status": "ok"
},
"prompt_get": {
"details": {
"reason": "not_advertised"
},
"latency_ms": null,
"status": "missing"
},
"prompts_list": {
"details": {
"headers": {
"content-type": "application/json; charset=utf-8",
"strict-transport-security": "max-age=31536000; includeSubDomains; preload"
},
"http_status": 200,
"payload": {
"error": {
"code": -32601,
"message": "Method not found: prompts/list"
},
"id": 3,
"jsonrpc": "2.0"
},
"reason": "not_supported",
"url": "https://realestatecapitale.ma/mcp"
},
"latency_ms": 209.08,
"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": {
"comparable_field_count": 0,
"compared_fields": [
"title",
"version",
"homepage",
"repository"
],
"direct_official_match": false,
"drift_fields": [],
"metadata_document_count": 2,
"readable_sources": [
"server_card"
],
"registry_homepage": null,
"registry_repository": null,
"registry_title": null,
"registry_version": null,
"server_card_homepage": null,
"server_card_repository": null,
"server_card_title": "Real Estate Capitale MCP",
"server_card_version": "1.0.0"
},
"latency_ms": null,
"status": "not_assessed"
},
"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": {
"headers": {
"content-type": "application/json; charset=utf-8",
"strict-transport-security": "max-age=31536000; includeSubDomains; preload"
},
"http_status": 200,
"payload": {
"error": {
"code": -32601,
"message": "Method not found: resources/list"
},
"id": 5,
"jsonrpc": "2.0"
},
"reason": "not_supported",
"url": "https://realestatecapitale.ma/mcp"
},
"latency_ms": 202.36,
"status": "missing"
},
"schema_divergence_probe": {
"details": {
"card_server_name": null,
"compared_dimensions": [
"server_name",
"server_version",
"declared_vs_observed_auth",
"tool_membership",
"parameter_names",
"required_parameters",
"parameter_types",
"output_schema_presence"
],
"compared_tool_count": 0,
"live_server_name": "realestatecapitale-mcp",
"reason": "no_server_card_tools",
"server_name_mismatch": false
},
"latency_ms": null,
"status": "missing"
},
"server_card": {
"details": {
"headers": {
"content-type": "application/mcp-server-card+json"
},
"http_status": 200,
"payload": {
"$schema": "https://static.modelcontextprotocol.io/schemas/v1/server-card.schema.json",
"description": "MCP server for real estate search, property valuation, and agent services in Rabat, Sal\u00e9, and T\u00e9mara.",
"name": "ma.realestatecapitale/mcp",
"remotes": [
{
"supportedProtocolVersions": [
"2025-03-26"
],
"type": "streamable-http",
"url": "https://realestatecapitale.ma/mcp"
}
],
"title": "Real Estate Capitale MCP",
"version": "1.0.0",
"websiteUrl": "https://realestatecapitale.ma"
},
"url": "https://realestatecapitale.ma/.well-known/mcp/server-card.json"
},
"latency_ms": 66.06,
"status": "ok"
},
"session_resume_probe": {
"details": {
"protocol_version": "2025-03-26",
"reason": "no_session_id",
"resume_expected": true,
"transport": "streamable-http"
},
"latency_ms": null,
"status": "warning"
},
"step_up_auth_probe": {
"details": {
"auth_required_checks": [],
"broad_scopes": [],
"challenge_headers": [],
"minimal_scope_documented": true,
"oauth_present": true,
"scope_specificity_ratio": 0.6667,
"step_up_signals": [],
"supported_scopes": [
"api.read",
"api.write"
]
},
"latency_ms": null,
"status": "ok"
},
"tool_snapshot_probe": {
"details": {
"added": [],
"changed_outputs": [],
"current_tool_count": 17,
"previous_tool_count": 17,
"removed": [],
"similarity": 1.0
},
"latency_ms": null,
"status": "ok"
},
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{
"description": "Rechercher des biens immobiliers avec filtres (transaction, location, budget, surface, pieces, type de bien, mot-cle)",
"inputSchema": {
"properties": {
"location": {
"description": "Quartier ou ville (ex: Agdal, Hay Riad, Sal\u00e9)",
"type": "string"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 12, max: 60)",
"type": "number"
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"priceMax": {
"description": "Prix maximum en MAD",
"type": "number"
},
"priceMin": {
"description": "Prix minimum en MAD",
"type": "number"
},
"propertyType": {
"description": "Type de bien",
"enum": [
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"Maison",
"Villa",
"Studio",
"Terrain",
"Bureau",
"Commerce",
"Riad"
],
"type": "string"
},
"q": {
"description": "Mot-cle dans le titre ou la description",
"type": "string"
},
"roomsMax": {
"description": "Nombre maximum de pieces",
"type": "number"
},
"roomsMin": {
"description": "Nombre minimum de pieces",
"type": "number"
},
"sort": {
"description": "Tri",
"enum": [
"price_asc",
"price_desc",
"date_desc",
"date_asc"
],
"type": "string"
},
"surfaceMax": {
"description": "Surface maximum en m\u00b2",
"type": "number"
},
"surfaceMin": {
"description": "Surface minimum en m\u00b2",
"type": "number"
},
"transaction": {
"description": "Type de transaction",
"enum": [
"Vente",
"Location"
],
"type": "string"
}
},
"type": "object"
},
"name": "search_listings"
},
{
"description": "Obtenir le d\u00e9tail complet d'un bien immobilier par son ID",
"inputSchema": {
"properties": {
"id": {
"description": "ID du bien immobilier",
"type": "number"
}
},
"required": [
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"type": "object"
},
"name": "get_listing"
},
{
"description": "Estimer la valeur d'un bien immobilier (prix au m\u00b2, fourchette basse/haute)",
"inputSchema": {
"properties": {
"etage": {
"description": "Type d'etage (optionnel)",
"enum": [
"rdc",
"bas",
"milieu",
"haut",
"dernier"
],
"type": "string"
},
"etat": {
"description": "Etat du bien (optionnel)",
"enum": [
"renover",
"bon",
"neuf"
],
"type": "string"
},
"pieces": {
"description": "Nombre de pieces (optionnel)",
"type": "number"
},
"quartier": {
"description": "Quartier (ex: Agdal, Hay Riad)",
"type": "string"
},
"standing": {
"description": "Standing (optionnel)",
"enum": [
"economique",
"standard",
"standing",
"luxe"
],
"type": "string"
},
"surface": {
"description": "Surface en m\u00b2",
"type": "number"
},
"type": {
"description": "Type de transaction",
"enum": [
"vente",
"location"
],
"type": "string"
},
"ville": {
"description": "Ville (optionnel, defaut: Rabat)",
"type": "string"
}
},
"required": [
"type",
"quartier",
"surface"
],
"type": "object"
},
"name": "estimate_property"
},
{
"description": "Obtenir les tendances du marche immobilier par quartier (variation de prix sur N mois)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode en mois (3-36, defaut: 12)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_market_trends"
},
{
"description": "Obtenir les statistiques agregees par quartier (prix m\u00b2 moyen, nombre d'annonces)",
"inputSchema": {
"properties": {
"transaction": {
"description": "Filtrer par transaction",
"enum": [
"Vente",
"Location"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_quartier_stats"
},
{
"description": "Lister tous les quartiers disponibles avec leur ville",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_quartiers"
},
{
"description": "Lister toutes les villes disponibles",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_villes"
},
{
"description": "Creer un lead (contact client) pour prise de rendez-vous ou demande d'information",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien concerne (optionnel)",
"type": "number"
},
"name": {
"description": "Nom du contact (2-120 caracteres)",
"type": "string"
},
"phone": {
"description": "Telephone (8-24 caracteres, ex: 0612345678)",
"type": "string"
},
"source": {
"description": "Source du lead (defaut: mcp)",
"enum": [
"website",
"whatsapp_click",
"facebook",
"phone",
"other",
"mcp"
],
"type": "string"
}
},
"required": [
"name",
"phone"
],
"type": "object"
},
"name": "create_lead"
},
{
"description": "Trouver les annonces les plus similaires a un bien donne (pour evaluation ou estimation)",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien de reference",
"type": "number"
}
},
"required": [
"listingId"
],
"type": "object"
},
"name": "get_comparables"
},
{
"description": "Identifier les biens sous-evalues (opportunites d'investissement avec discount)",
"inputSchema": {
"properties": {
"minDiscountPct": {
"description": "Discount minimum en pourcentage (10-70, defaut: 15)",
"type": "number"
},
"minSample": {
"description": "Echantillon minimum par segment (12-300, defaut: 20)",
"type": "number"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: vente)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_investor_alerts"
},
{
"description": "Analyser les prix au m\u00b2 par quartier avec tendances et distribution",
"inputSchema": {
"properties": {
"location": {
"description": "Quartier ou ville specifique (optionnel)",
"type": "string"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
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"priceMax": {
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"type": "number"
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"priceMin": {
"description": "Prix minimum (optionnel)",
"type": "number"
},
"propertyType": {
"description": "Type de bien (optionnel, ex: Appartement, Villa)",
"type": "string"
},
"transaction": {
"description": "Type de transaction (defaut: Vente)",
"enum": [
"Vente",
"Location",
"Achat"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_price_analytics"
},
{
"description": "Obtenir le rendement locatif brut par quartier (comparatif achat vs location)",
"inputSchema": {
"properties": {
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
"type": "string"
}
},
"type": "object"
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"name": "get_rental_yield"
},
{
"description": "Previsions de prix a 90 jours par quartier (regression lineaire)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode d'analyse en mois (3-36, defaut: 12)",
"type": "number"
},
"quartier": {
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"type": "string"
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"status": {
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"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_market_predictions"
},
{
"description": "Comparer deux quartiers cote-a-cote (prix m\u00b2, nombre d'annonces, volatilite)",
"inputSchema": {
"properties": {
"q1": {
"description": "Premier quartier (ex: Agdal)",
"type": "string"
},
"q2": {
"description": "Second quartier (ex: Hay Riad)",
"type": "string"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
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}
},
"required": [
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"q2"
],
"type": "object"
},
"name": "get_quartier_comparison"
},
{
"description": "Detecter les annonces avec des prix anormaux (IQR outliers, scores de severite)",
"inputSchema": {
"properties": {
"iqrMultiplier": {
"description": "Multiplicateur IQR (1.5-3.0, defaut: 2.0)",
"type": "number"
},
"minDeviationPct": {
"description": "Deviation minimum (10-90%, defaut: 30)",
"type": "number"
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"minSample": {
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"page": {
"description": "Page (defaut: 1)",
"type": "number"
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"description": "Resultats par page (defaut: 20, max: 100)",
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"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_suspicious_listings"
},
{
"description": "Indice de liquidite du marche par quartier (taux de rotation, stock, delai de vente)",
"inputSchema": {
"properties": {
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
"type": "string"
},
"status": {
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"enum": [
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"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_liquidity"
},
{
"description": "Classement des agences immobilieres par volume d'annonces",
"inputSchema": {
"properties": {
"limit": {
"description": "Nombre d'agences (5-100, defaut: 20)",
"type": "number"
}
},
"type": "object"
},
"name": "get_agency_leaderboard"
}
]
}
},
"url": "https://realestatecapitale.ma/mcp"
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},
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"description": "Nombre maximum de pieces",
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"description": "Nombre minimum de pieces",
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"sort": {
"description": "Tri",
"enum": [
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"price_desc",
"date_desc",
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],
"type": "string"
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},
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},
"name": "search_listings"
},
{
"description": "Obtenir le d\u00e9tail complet d'un bien immobilier par son ID",
"inputSchema": {
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"id": {
"description": "ID du bien immobilier",
"type": "number"
}
},
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"type": "object"
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{
"description": "Estimer la valeur d'un bien immobilier (prix au m\u00b2, fourchette basse/haute)",
"inputSchema": {
"properties": {
"etage": {
"description": "Type d'etage (optionnel)",
"enum": [
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"bas",
"milieu",
"haut",
"dernier"
],
"type": "string"
},
"etat": {
"description": "Etat du bien (optionnel)",
"enum": [
"renover",
"bon",
"neuf"
],
"type": "string"
},
"pieces": {
"description": "Nombre de pieces (optionnel)",
"type": "number"
},
"quartier": {
"description": "Quartier (ex: Agdal, Hay Riad)",
"type": "string"
},
"standing": {
"description": "Standing (optionnel)",
"enum": [
"economique",
"standard",
"standing",
"luxe"
],
"type": "string"
},
"surface": {
"description": "Surface en m\u00b2",
"type": "number"
},
"type": {
"description": "Type de transaction",
"enum": [
"vente",
"location"
],
"type": "string"
},
"ville": {
"description": "Ville (optionnel, defaut: Rabat)",
"type": "string"
}
},
"required": [
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"quartier",
"surface"
],
"type": "object"
},
"name": "estimate_property"
},
{
"description": "Obtenir les tendances du marche immobilier par quartier (variation de prix sur N mois)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode en mois (3-36, defaut: 12)",
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"status": {
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"enum": [
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"location",
"all"
],
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}
},
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},
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},
{
"description": "Obtenir les statistiques agregees par quartier (prix m\u00b2 moyen, nombre d'annonces)",
"inputSchema": {
"properties": {
"transaction": {
"description": "Filtrer par transaction",
"enum": [
"Vente",
"Location"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_quartier_stats"
},
{
"description": "Lister tous les quartiers disponibles avec leur ville",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_quartiers"
},
{
"description": "Lister toutes les villes disponibles",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_villes"
},
{
"description": "Creer un lead (contact client) pour prise de rendez-vous ou demande d'information",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien concerne (optionnel)",
"type": "number"
},
"name": {
"description": "Nom du contact (2-120 caracteres)",
"type": "string"
},
"phone": {
"description": "Telephone (8-24 caracteres, ex: 0612345678)",
"type": "string"
},
"source": {
"description": "Source du lead (defaut: mcp)",
"enum": [
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"whatsapp_click",
"facebook",
"phone",
"other",
"mcp"
],
"type": "string"
}
},
"required": [
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"phone"
],
"type": "object"
},
"name": "create_lead"
},
{
"description": "Trouver les annonces les plus similaires a un bien donne (pour evaluation ou estimation)",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien de reference",
"type": "number"
}
},
"required": [
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],
"type": "object"
},
"name": "get_comparables"
},
{
"description": "Identifier les biens sous-evalues (opportunites d'investissement avec discount)",
"inputSchema": {
"properties": {
"minDiscountPct": {
"description": "Discount minimum en pourcentage (10-70, defaut: 15)",
"type": "number"
},
"minSample": {
"description": "Echantillon minimum par segment (12-300, defaut: 20)",
"type": "number"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: vente)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_investor_alerts"
},
{
"description": "Analyser les prix au m\u00b2 par quartier avec tendances et distribution",
"inputSchema": {
"properties": {
"location": {
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"page": {
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"pageSize": {
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"priceMax": {
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"priceMin": {
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"propertyType": {
"description": "Type de bien (optionnel, ex: Appartement, Villa)",
"type": "string"
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"transaction": {
"description": "Type de transaction (defaut: Vente)",
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"Location",
"Achat"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_price_analytics"
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{
"description": "Obtenir le rendement locatif brut par quartier (comparatif achat vs location)",
"inputSchema": {
"properties": {
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
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},
{
"description": "Previsions de prix a 90 jours par quartier (regression lineaire)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode d'analyse en mois (3-36, defaut: 12)",
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"quartier": {
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"location",
"all"
],
"type": "string"
}
},
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},
"name": "get_market_predictions"
},
{
"description": "Comparer deux quartiers cote-a-cote (prix m\u00b2, nombre d'annonces, volatilite)",
"inputSchema": {
"properties": {
"q1": {
"description": "Premier quartier (ex: Agdal)",
"type": "string"
},
"q2": {
"description": "Second quartier (ex: Hay Riad)",
"type": "string"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
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"location",
"all"
],
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}
},
"required": [
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"q2"
],
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},
"name": "get_quartier_comparison"
},
{
"description": "Detecter les annonces avec des prix anormaux (IQR outliers, scores de severite)",
"inputSchema": {
"properties": {
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"description": "Multiplicateur IQR (1.5-3.0, defaut: 2.0)",
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},
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"description": "Deviation minimum (10-90%, defaut: 30)",
"type": "number"
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"description": "Echantillon minimum (12-300, defaut: 20)",
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"location",
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],
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},
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},
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{
"description": "Indice de liquidite du marche par quartier (taux de rotation, stock, delai de vente)",
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"properties": {
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"description": "Quartier specifique (optionnel, tous si omis)",
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"location",
"all"
],
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}
},
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},
"name": "get_liquidity"
},
{
"description": "Classement des agences immobilieres par volume d'annonces",
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"properties": {
"limit": {
"description": "Nombre d'agences (5-100, defaut: 20)",
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}
},
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}
]
}
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"live_probe": "not_executed",
"sample_target": null
},
"initialize_capability_keys": [
"tools"
],
"pagination": {
"metadata_signal": false,
"next_cursor_methods": [],
"supported": false
},
"tasks": {
"advertised": false,
"http_status": 200,
"probe_status": "missing"
}
},
"latency_ms": 206.57,
"status": "missing"
}
},
"failures": {
"openid_configuration": {
"error": "Client error '404 Not Found' for url 'https://realestatecapitale.ma/.well-known/openid-configuration'\nFor more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/404",
"url": "https://realestatecapitale.ma/.well-known/openid-configuration"
},
"transport_compliance_probe": {
"bad_protocol_error": null,
"bad_protocol_headers": {
"content-type": "application/json; charset=utf-8",
"strict-transport-security": "max-age=31536000; includeSubDomains; preload"
},
"bad_protocol_payload": {
"id": 410,
"jsonrpc": "2.0",
"result": {
"tools": [
{
"description": "Rechercher des biens immobiliers avec filtres (transaction, location, budget, surface, pieces, type de bien, mot-cle)",
"inputSchema": {
"properties": {
"location": {
"description": "Quartier ou ville (ex: Agdal, Hay Riad, Sal\u00e9)",
"type": "string"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 12, max: 60)",
"type": "number"
},
"priceMax": {
"description": "Prix maximum en MAD",
"type": "number"
},
"priceMin": {
"description": "Prix minimum en MAD",
"type": "number"
},
"propertyType": {
"description": "Type de bien",
"enum": [
"Appartement",
"Maison",
"Villa",
"Studio",
"Terrain",
"Bureau",
"Commerce",
"Riad"
],
"type": "string"
},
"q": {
"description": "Mot-cle dans le titre ou la description",
"type": "string"
},
"roomsMax": {
"description": "Nombre maximum de pieces",
"type": "number"
},
"roomsMin": {
"description": "Nombre minimum de pieces",
"type": "number"
},
"sort": {
"description": "Tri",
"enum": [
"price_asc",
"price_desc",
"date_desc",
"date_asc"
],
"type": "string"
},
"surfaceMax": {
"description": "Surface maximum en m\u00b2",
"type": "number"
},
"surfaceMin": {
"description": "Surface minimum en m\u00b2",
"type": "number"
},
"transaction": {
"description": "Type de transaction",
"enum": [
"Vente",
"Location"
],
"type": "string"
}
},
"type": "object"
},
"name": "search_listings"
},
{
"description": "Obtenir le d\u00e9tail complet d'un bien immobilier par son ID",
"inputSchema": {
"properties": {
"id": {
"description": "ID du bien immobilier",
"type": "number"
}
},
"required": [
"id"
],
"type": "object"
},
"name": "get_listing"
},
{
"description": "Estimer la valeur d'un bien immobilier (prix au m\u00b2, fourchette basse/haute)",
"inputSchema": {
"properties": {
"etage": {
"description": "Type d'etage (optionnel)",
"enum": [
"rdc",
"bas",
"milieu",
"haut",
"dernier"
],
"type": "string"
},
"etat": {
"description": "Etat du bien (optionnel)",
"enum": [
"renover",
"bon",
"neuf"
],
"type": "string"
},
"pieces": {
"description": "Nombre de pieces (optionnel)",
"type": "number"
},
"quartier": {
"description": "Quartier (ex: Agdal, Hay Riad)",
"type": "string"
},
"standing": {
"description": "Standing (optionnel)",
"enum": [
"economique",
"standard",
"standing",
"luxe"
],
"type": "string"
},
"surface": {
"description": "Surface en m\u00b2",
"type": "number"
},
"type": {
"description": "Type de transaction",
"enum": [
"vente",
"location"
],
"type": "string"
},
"ville": {
"description": "Ville (optionnel, defaut: Rabat)",
"type": "string"
}
},
"required": [
"type",
"quartier",
"surface"
],
"type": "object"
},
"name": "estimate_property"
},
{
"description": "Obtenir les tendances du marche immobilier par quartier (variation de prix sur N mois)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode en mois (3-36, defaut: 12)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_market_trends"
},
{
"description": "Obtenir les statistiques agregees par quartier (prix m\u00b2 moyen, nombre d'annonces)",
"inputSchema": {
"properties": {
"transaction": {
"description": "Filtrer par transaction",
"enum": [
"Vente",
"Location"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_quartier_stats"
},
{
"description": "Lister tous les quartiers disponibles avec leur ville",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_quartiers"
},
{
"description": "Lister toutes les villes disponibles",
"inputSchema": {
"properties": {},
"type": "object"
},
"name": "list_villes"
},
{
"description": "Creer un lead (contact client) pour prise de rendez-vous ou demande d'information",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien concerne (optionnel)",
"type": "number"
},
"name": {
"description": "Nom du contact (2-120 caracteres)",
"type": "string"
},
"phone": {
"description": "Telephone (8-24 caracteres, ex: 0612345678)",
"type": "string"
},
"source": {
"description": "Source du lead (defaut: mcp)",
"enum": [
"website",
"whatsapp_click",
"facebook",
"phone",
"other",
"mcp"
],
"type": "string"
}
},
"required": [
"name",
"phone"
],
"type": "object"
},
"name": "create_lead"
},
{
"description": "Trouver les annonces les plus similaires a un bien donne (pour evaluation ou estimation)",
"inputSchema": {
"properties": {
"listingId": {
"description": "ID du bien de reference",
"type": "number"
}
},
"required": [
"listingId"
],
"type": "object"
},
"name": "get_comparables"
},
{
"description": "Identifier les biens sous-evalues (opportunites d'investissement avec discount)",
"inputSchema": {
"properties": {
"minDiscountPct": {
"description": "Discount minimum en pourcentage (10-70, defaut: 15)",
"type": "number"
},
"minSample": {
"description": "Echantillon minimum par segment (12-300, defaut: 20)",
"type": "number"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: vente)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_investor_alerts"
},
{
"description": "Analyser les prix au m\u00b2 par quartier avec tendances et distribution",
"inputSchema": {
"properties": {
"location": {
"description": "Quartier ou ville specifique (optionnel)",
"type": "string"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
},
"priceMax": {
"description": "Prix maximum (optionnel)",
"type": "number"
},
"priceMin": {
"description": "Prix minimum (optionnel)",
"type": "number"
},
"propertyType": {
"description": "Type de bien (optionnel, ex: Appartement, Villa)",
"type": "string"
},
"transaction": {
"description": "Type de transaction (defaut: Vente)",
"enum": [
"Vente",
"Location",
"Achat"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_price_analytics"
},
{
"description": "Obtenir le rendement locatif brut par quartier (comparatif achat vs location)",
"inputSchema": {
"properties": {
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
"type": "string"
}
},
"type": "object"
},
"name": "get_rental_yield"
},
{
"description": "Previsions de prix a 90 jours par quartier (regression lineaire)",
"inputSchema": {
"properties": {
"months": {
"description": "Periode d'analyse en mois (3-36, defaut: 12)",
"type": "number"
},
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
"type": "string"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_market_predictions"
},
{
"description": "Comparer deux quartiers cote-a-cote (prix m\u00b2, nombre d'annonces, volatilite)",
"inputSchema": {
"properties": {
"q1": {
"description": "Premier quartier (ex: Agdal)",
"type": "string"
},
"q2": {
"description": "Second quartier (ex: Hay Riad)",
"type": "string"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"required": [
"q1",
"q2"
],
"type": "object"
},
"name": "get_quartier_comparison"
},
{
"description": "Detecter les annonces avec des prix anormaux (IQR outliers, scores de severite)",
"inputSchema": {
"properties": {
"iqrMultiplier": {
"description": "Multiplicateur IQR (1.5-3.0, defaut: 2.0)",
"type": "number"
},
"minDeviationPct": {
"description": "Deviation minimum (10-90%, defaut: 30)",
"type": "number"
},
"minSample": {
"description": "Echantillon minimum (12-300, defaut: 20)",
"type": "number"
},
"page": {
"description": "Page (defaut: 1)",
"type": "number"
},
"pageSize": {
"description": "Resultats par page (defaut: 20, max: 100)",
"type": "number"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_suspicious_listings"
},
{
"description": "Indice de liquidite du marche par quartier (taux de rotation, stock, delai de vente)",
"inputSchema": {
"properties": {
"quartier": {
"description": "Quartier specifique (optionnel, tous si omis)",
"type": "string"
},
"status": {
"description": "Filtrer par type (defaut: all)",
"enum": [
"vente",
"location",
"all"
],
"type": "string"
}
},
"type": "object"
},
"name": "get_liquidity"
},
{
"description": "Classement des agences immobilieres par volume d'annonces",
"inputSchema": {
"properties": {
"limit": {
"description": "Nombre d'agences (5-100, defaut: 20)",
"type": "number"
}
},
"type": "object"
},
"name": "get_agency_leaderboard"
}
]
}
},
"bad_protocol_status_code": 200,
"delete_error": null,
"delete_status_code": null,
"expired_session_error": null,
"expired_session_status_code": null,
"issues": [
"missing_session_id",
"missing_protocol_header",
"bad_protocol_not_rejected"
],
"last_event_id_visible": false,
"protocol_header_present": false,
"requested_protocol_version": "2025-03-26",
"session_id_present": false,
"transport": "streamable-http"
}
},
"remote_url": "https://realestatecapitale.ma/mcp",
"server_card_payload": null,
"server_identifier": "github-allamiwayl-27/rabatrealestate"
}
Known versions
- No versions recorded.
Validation history
7 day score delta
n/a
30 day score delta
n/a
Recent healthy ratio
100%
Freshness
3.9h
| Timestamp | Status | Score | Latency | Tools |
|---|---|---|---|---|
| Aug 09, 2026 02:43:05 PM UTC | Healthy | 63.5 | 3208.0 ms | 17 |
| Aug 09, 2026 02:41:36 AM UTC | Healthy | 37.8 | 2926.8 ms | 0 |
| Aug 08, 2026 02:39:34 PM UTC | Healthy | 35.6 | 3160.9 ms | 0 |
Validation timeline
| Validated | Summary | Score | Protocol | Auth mode | Tools | High-risk tools | Changes |
|---|---|---|---|---|---|---|---|
| Aug 09, 2026 02:43:05 PM UTC | Healthy | 63.5 | 2025-03-26 | oauth_supported | 17 | 0 | auth_mode_changed tool_snapshot_changed |
| Aug 09, 2026 02:41:36 AM UTC | Healthy | 37.8 | unknown | unknown | 0 | 0 | none |
| Aug 08, 2026 02:39:34 PM UTC | Healthy | 35.6 | unknown | unknown | 0 | 0 | none |
Recent validation runs
| Started | Status | Summary | Latency | Checks |
|---|---|---|---|---|
| Aug 09, 2026 02:43:02 PM UTC | Completed | Healthy | 3208.0 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, schema_divergence_probe, server_card, session_resume_probe, step_up_auth_probe, tool_snapshot_probe, tools_list, transport_compliance_probe, utility_coverage_probe |
| Aug 09, 2026 02:41:33 AM UTC | Completed | Healthy | 2926.8 ms | |
| Aug 08, 2026 02:39:31 PM UTC | Completed | Healthy | 3160.9 ms | |
Public server reputation
Validation success 7d
1.0
Validation success 30d
1.0
Mean time to recover
n/a
Breaking diffs 30d
1
Registry drift frequency 30d
0
Snapshot changes 30d
1
Incident & change feed
| Timestamp | Event | Details |
|---|---|---|
| Aug 09, 2026 02:43:05 PM UTC | Latest validation: healthy | Score 63.5 with status healthy. |
| Aug 09, 2026 02:43:05 PM UTC | Score changed | Score delta +25.7 versus the previous run. |
| Aug 09, 2026 02:43:05 PM UTC | Tool snapshot changed | Added 17, removed 0, and changed 0 tool contracts. |
| Aug 09, 2026 02:43:05 PM UTC | Auth mode changed | Auth mode moved from unknown to oauth_supported. |
| Aug 09, 2026 02:41:36 AM UTC | Score changed | Score delta +2.2 versus the previous run. |
Capabilities
- OAuth:
- DCR/CIMD:
- Prompts:
- Homepage: https://realestatecapitale.ma/mcp
- Docs: https://realestatecapitale.ma/mcp
- Support: https://github.com/allamiwayl-27/rabatrealestate
- Icon: https://avatars.githubusercontent.com/u/241724733?v=4
- Remote endpoint: https://realestatecapitale.ma/mcp
- Server card: https://realestatecapitale.ma/.well-known/mcp/server-card.json
Use-case taxonomy
development search communication automation
Benchmark tasks
| Benchmark task | Status | Evidence |
|---|---|---|
| Discover tools | Passes |
|
| Read-only fetch flow | Degraded |
|
| OAuth-required connect | Passes |
|
| Safe write flow with confirmation | Degraded |
|
Utility coverage
Probe status
Missing
Completions
not detected
Completion probe target: none
Pagination
not detected
No nextCursor evidence.
Tasks
Missing
Advertised: no
Transport compliance drilldown
Probe status
Error
Transport
streamable-http
Session header
no
Protocol header
no
Bad protocol response
200
DELETE teardown
n/a
Expired session retry
n/a
Last-Event-ID visible
no
Issues: missing_session_id, missing_protocol_header, bad_protocol_not_rejected
Request association
Status
Missing
Advertised capabilities
none
Observed idle methods
none
Violating methods
none
Probe HTTP status
n/a
Issues
none
Connector replay
Status
OK
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
Snapshot changed
yes
Added tools
create_lead estimate_property get_agency_leaderboard get_comparables get_investor_alerts get_liquidity get_listing get_market_predictions get_market_trends get_price_analytics get_quartier_comparison get_quartier_stats get_rental_yield get_suspicious_listings list_quartiers list_villes search_listings
Removed tools
none
Required-argument changes
| Tool | Added required args | Removed required args |
|---|---|---|
| No required-argument changes detected. | ||
Output-schema drift
| Tool | Previous properties | Latest properties |
|---|---|---|
| No output-schema drift detected. | ||
Validation diff
Score delta
25.73
Summary changed
no
Tool delta
17
Prompt delta
0
Auth mode changed
yes
Write surface expanded
no
Protocol regressed
no
Registry drift changed
no
Regressed checks: openid_configuration, provenance_divergence_probe, transport_compliance_probe
Improved checks: connector_replay_probe, determinism_probe, initialize, interactive_flow_probe, oauth_authorization_server, oauth_protected_resource, probe_noise_resilience, server_card, step_up_auth_probe, tool_snapshot_probe, tools_list
Newly assessed dimensions: none
No longer assessed dimensions: none
| Component | Previous | Latest | Delta |
|---|---|---|---|
trust_confidence_score | 1.0 | 2.0 | 1.0 |
Registry & provenance divergence
Probe status
Error
Direct official match
no
Drift fields
homepage registry_identifier registry_source remote_url
| Field | Registry | Live server card |
|---|---|---|
| Title | n/a | Real Estate Capitale MCP |
| Version | n/a | 1.0.0 |
| Homepage | n/a | n/a |
Active alerts
- Tool snapshot changed (high)
Tools were added, removed, or materially changed between the latest two validations. - Auth mode changed (high)
Auth mode changed from unknown to oauth_supported.
Aliases & registry graph
| Identifier | Source | Canonical | Score |
|---|---|---|---|
github-allamiwayl-27/rabatrealestate |
github_topic_registry | yes | 63.5 |
allamiwayl-27/rabatrealestate |
glama_registry | no | n/a |
Alias consolidation
Canonical identifier
github-allamiwayl-27/rabatrealestate
Duplicate aliases
1
Registry sources
github_topic_registry glama_registry
Source disagreements
| Field | What differs | Observed values |
|---|---|---|
| Registry source | Multiple registries or registry sync paths claim this same canonical server. | github_topic_registry glama_registry |
| Remote URL | Aliases currently point at different MCP endpoints, which can indicate mirrors, stale registry data, or a real endpoint split. | https://glama.ai/mcp/servers/k9vgmzshux https://realestatecapitale.ma/mcp |
| Homepage | Registry entries disagree on the primary homepage for this server. | https://glama.ai/mcp/servers/k9vgmzshux https://realestatecapitale.ma/mcp |
| Registry identifier | Different registry-specific identifiers resolve to the same canonical server record here. | github_topic_registry:allamiwayl-27/rabatrealestate glama_registry:k9vgmzshux |
Fix it
Why this score?
Access & Protocol
29/44
Connectivity, auth, and transport expectations for common clients.
Interface Quality
28/56
How well the tool/resource interface communicates and behaves under automation.
Security Posture
27/36
How safely the exposed tool surface handles destructive actions, egress, execution, secrets, and risky inputs.
Reliability & Trust
20/24
Operational stability, consistency, and trustworthiness over time.
Discovery & Governance
13/28
How well the server is documented, listed, and governed in public registries.
Adoption & Market
5/8
Adoption clues and public evidence that the server is intended for external use.
Algorithmic score breakdown
Auth Operability
3/4
Measures whether auth discovery and protected access behave predictably for clients.
Error Contract Quality
2/4
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
2/4
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
3/4
Availability, latency, and burst-failure profile across recent validation history.
Security Hygiene
3/4
HTTPS posture, endpoint hygiene, and response-surface hardening checks.
Task Success
4/4
Can an agent reliably initialize, enumerate tools, and execute core MCP flows?
Trust Confidence
2/4
Confidence-adjusted reliability score that penalizes low evidence volume.
Abuse/Noise Resilience
4/4
How well the server preserves core behavior in the presence of noisy traffic patterns.
Prompt Contract
0/4
Quality of prompt metadata, argument shape, and prompt discoverability for clients.
Resource Contract
0/4
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
3/4
Agreement between stored registry metadata, live server-card data, and current validation output.
Installability
4/4
How cleanly a real client can connect, initialize, enumerate tools, and proceed through auth.
Session Semantics
4/4
Determinism and state behavior across repeated MCP calls, including sticky-session surprises.
Tool Surface Design
3/4
Naming clarity, schema ergonomics, and parameter complexity across the tool surface.
Result Shape Stability
3/4
Stability of declared output schemas across validations, with penalties for drift or missing shapes.
OAuth Interop
2/4
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
3/4
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
3/4
Whether Streamable HTTP session identifiers and resumed requests behave cleanly for real clients.
Step-Up Auth
4/4
Whether OAuth metadata and WWW-Authenticate challenges support granular, incremental consent instead of broad upfront scopes.
Transport Compliance
0/4
Checks session headers, protocol-version enforcement, session teardown, and expired-session behavior.
Utility Coverage
0/4
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
3/4
How ready the server looks for client catalogs and managed connector programs.
Tool Snapshot Churn
4/4
Stability of the tool surface across recent validations, including add/remove and output-shape drift.
Connector Replay
4/4
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
3/4
Whether prompts and docs steer users toward safe auth flows instead of pasting secrets directly.
Action Safety
2/4
Risk-weighted view of destructive, exec, egress, and confirmation semantics across the tool surface.
Official Registry Presence
3/4
Whether the server appears directly or indirectly in the official MCP registry.
Safety Transparency
3/4
Clarity of docs, auth disclosure, support links, and other trust signals visible to integrators.
Tool Capability Clarity
4/4
How clearly the tool surface communicates whether each action reads, writes, deletes, executes, or exports data.
Destructive Operation Safety
3/4
Penalizes delete/revoke/destroy style tools unless auth and safeguards reduce blast radius.
Egress / SSRF Resilience
3/4
Assesses arbitrary URL fetch, crawl, webhook, and remote-request exposure on the tool surface.
Execution / Sandbox Safety
4/4
Evaluates shell, code, script, and command-execution exposure and whether that surface appears contained.
Data Exfiltration Resilience
3/4
Assesses export, dump, backup, and bulk-read behavior against the surrounding auth and safeguard signals.
Least Privilege Scope
3/4
Rewards scoped auth metadata and penalizes broad or missing scopes around privileged tools.
Secret Handling Hygiene
3/4
Assesses secret-bearing tools, token leakage risk, and whether the public surface avoids obvious secret exposure.
Supply Chain Signal
0/4
Public metadata signal for repository, changelog, license, versioning, and recency that supports supply-chain trust.
Input Sanitization Safety
3/4
Penalizes risky freeform string inputs when schemas do not constrain URLs, code, paths, queries, or templates.
Tool Namespace Clarity
4/4
Measures naming uniqueness and ambiguity across the tool namespace to reduce collision and confusion risk.
Actionable remediation
| Severity | Remediation | Why it matters | Recommended action |
|---|---|---|---|
| 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 | Resolve conflicting endpoints across registry aliases | Registry aliases for this canonical server currently resolve to different live MCP endpoints (https://glama.ai/mcp/servers/k9vgmzshux, https://realestatecapitale.ma/mcp). An agent following one registry entry reaches a different server than one following another. | Confirm which endpoint is canonical, correct or retire the stale registry entry, and re-sync so every alias agrees on one remote_url.Playbook
|
| High | Respond to auth mode changed | Auth mode changed from unknown to oauth_supported. | Document the new auth posture and confirm protected-resource and challenge metadata still match reality. |
| High | Respond to tool snapshot changed | Tools were added, removed, or materially changed between the latest two validations. | Publish a first-class changelog for tool additions, removals, and breaking schema changes.Playbook
|
| 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 | 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 | Support resumable HTTP sessions cleanly | Modern MCP clients increasingly expect resumable session behavior on streamable HTTP transports. | Persist session state keyed by Mcp-Session-Id and honor Last-Event-ID on GET reconnects so clients can resume a dropped Streamable HTTP session.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
|
| Low | Publish or reconcile the server in the official MCP registry | Official registry presence improves discovery confidence and cross-source consistency. |
Point loss breakdown
| Component | Current | Points missing |
|---|---|---|
| Utility Coverage | 0/4 | -4.0 |
| Transport Compliance | 0/4 | -4.0 |
| Resource Contract | 0/4 | -4.0 |
| Request Association | 0/4 | -4.0 |
| Recovery Semantics | 0/4 | -4.0 |
| Prompt Contract | 0/4 | -4.0 |
| Dependency Supply Chain Signal | 0/4 | -4.0 |
| Advanced Capability Coverage | 0/4 | -4.0 |
| Trust Confidence | 2/4 | -2.0 |
| Spec Recency | 2/4 | -2.0 |
| Schema Completeness | 2/4 | -2.0 |
| Rate Limit Semantics | 2/4 | -2.0 |
Compatibility profiles
OpenAI Connectors
66.7
partial
Dynamic client registration materially improves connector setup.; Transport compliance failed or did not complete successfully.; OAuth interoperability should be strong.
Connector URL: https://realestatecapitale.ma/mcp # Complete OAuth in the client when prompted. # Server: github-allamiwayl-27/rabatrealestate
Claude Desktop
83.3
compatible
Transport behavior should match Claude-compatible HTTP expectations.
{
"mcpServers": {
"rabatrealestate": {
"command": "npx",
"args": ["mcp-remote", "https://realestatecapitale.ma/mcp"]
}
}
}
Smithery
100.0
compatible
No major blockers detected.
smithery mcp add "https://realestatecapitale.ma/mcp"
Generic Streamable HTTP
100.0
compatible
No major blockers detected.
curl -sS https://realestatecapitale.ma/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): 50.0 • 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
none
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 blocked_by_active_alerts blocked_by_production_readiness unsafe_write_action_surface
| 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://realestatecapitale.ma/mcp # Complete OAuth in the client when prompted. # Server: github-allamiwayl-27/rabatrealestate
Claude Desktop
{
"mcpServers": {
"rabatrealestate": {
"command": "npx",
"args": ["mcp-remote", "https://realestatecapitale.ma/mcp"]
}
}
}
Smithery
smithery mcp add "https://realestatecapitale.ma/mcp"
Generic Http
curl -sS https://realestatecapitale.ma/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
search_listings get_listing estimate_property get_market_trends get_quartier_stats list_quartiers list_villes create_lead
Showing 8 of 17 tools.
Observed from the latest live validation against https://realestatecapitale.ma/mcp. This is the target server surface, not Verify's own inspection tools.
Live capability counts
17 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
github-allamiwayl-27/rabatrealestate.Direct machine links