Ripple
An MCP server for Python repositories that provides coding agents with call graphs, caller and callee analysis, transitive impact analysis, call paths, and tar…
What it does
The specific capability behind this listing, and where to get it.
Ripple
An MCP server for Python repositories that provides coding agents with call graphs, caller and callee analysis, transitive impact analysis, call paths, and tar…
Agentery has not yet captured structured capability detail for this provider.
Official Ripple links
Source repository available · no commercial pricing observed.
No price does not imply the product is free. Any code-host platform pricing is excluded.
Is Ripple good value?
Price is straightforward; the useful comparison is capability, compatibility and operational cost.
Source repository available · no commercial pricing observed.
A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.
Check capability before deciding
Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.
Ripple's local market
Nearest products by what they do — a different cohort from the buyer-tier benchmark above.
See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
"agent_id": "ripple",
"name": "Ripple",
"url": "https://github.com/xtelos/ripple",
"logo": "https://github.com/xtelos.png?size=200",
"niche": null,
"category": null,
"short_summary": "An MCP server for Python repositories that provides coding agents with call graphs, caller and callee analysis, transitive impact analysis, call paths, and tar…",
"task_performed": "unclear",
"inputs_accepted": [],
"outputs_produced": [],
"integrations_available": [],
"protocols_or_interfaces": [],
"industry_fit": [],
"autonomy_level": "unclear",
"human_approval_needed": "unclear",
"pricing_model": "unclear",
"price": {
"observed": false,
"billing": "not_found",
"currency": null,
"lowest_monthly_usd": null,
"monthly_usd": null,
"headline": "No public price found",
"summary": "No public pricing is shown; the repository is presented as an MIT-licensed open-source project.",
"confidence": "medium",
"source_url": "https://github.com/xtelos/ripple",
"checked_at": "2026-09-28T03:38:28.367Z",
"source_kind": "vendor",
"amount": null,
"display": null,
"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "mcp_server",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/xtelos/ripple"
],
"last_checked": null,
"how_to_connect": {
"website": "https://github.com/xtelos/ripple",
"docs": null,
"mcp": null,
"a2a": null,
"api": null,
"protocols": []
},
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 653,
"uptime_7d": null,
"checked_at": "2026-09-28T02:42:59.068Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
"free_tier": null,
"unit_cost": null
},
"reported_success": null,
"feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}