
Memory Engine
An MCP-based self-learning memory engine for programming agents. It captures errors and conversation signals, supports reflection and skill consolidation, and…
What it does
The specific capability behind this listing, and where to get it.
Memory Engine
An MCP-based self-learning memory engine for programming agents. It captures errors and conversation signals, supports reflection and skill consolidation, and…
Agentery has not yet captured structured capability detail for this provider.
Official Memory Engine 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 Memory Engine 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.
Memory Engine'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": "memory_engine",
"name": "Memory Engine",
"url": "https://github.com/top777/memory-engine",
"logo": "https://github.com/top777.png?size=200",
"niche": null,
"category": null,
"short_summary": "An MCP-based self-learning memory engine for programming agents. It captures errors and conversation signals, supports reflection and skill consolidation, and…",
"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 for this open-source memory engine repository.",
"confidence": "medium",
"source_url": "https://github.com/top777/memory-engine",
"checked_at": "2026-10-05T03:49:48.698Z",
"source_kind": "vendor",
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"plans": [],
"source": "render+llm"
},
"trust_or_rating_signal": [],
"evidence_quality": "unclear",
"entity_type": "mcp_server",
"regulated_data_suitability": "unclear",
"evidence_urls": [
"https://github.com/top777/memory-engine"
],
"last_checked": null,
"how_to_connect": {
"website": "https://github.com/top777/memory-engine",
"docs": null,
"mcp": null,
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"api": null,
"protocols": [],
"install": "pip install --no-proxy -e . # 或手动安装 pip install --no-proxy mcp[cli] jie",
"repository": "https://github.com/top777/memory-engine"
},
"deployment": {
"model": "self_hosted",
"both_offered": false,
"hosted_endpoint": null,
"install": "pip install --no-proxy -e . # 或手动安装 pip install --no-proxy mcp[cli] jie",
"note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
"evidence": {
"sources": [
"page_text:install"
],
"excerpt": "rch_skill 统计 查看引擎状态 get_stats 安装 # 进入项目目录(替换为你本机的实际路径) cd memory-engine # 安装依赖(绕过代理) pip install --no-proxy -e . # 或手动安装 pip install --no-proxy mcp[cli] jieba 配置 MCP 服务器",
"url": "https://github.com/top777/memory-engine",
"observed_day": "2026-10-08",
"age_days": 2,
"hosted_evidence": null,
"rule": "deploy-v1"
}
},
"licence": {
"name": null,
"note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
"evidence": null
},
"evidence_checks": {
"price": {
"status": "unknown",
"note": "no observed price page text held for this listing"
},
"agent_card": {
"status": "unknown",
"note": "no Agent Card URL recorded for this listing"
},
"endpoint": {
"status": "unknown",
"note": "endpoint not yet checked"
}
},
"product_group": null,
"liveness": {
"probed": true,
"alive": true,
"endpoint_kind": "site",
"latency_ms": 192,
"uptime_7d": 0.88,
"checked_at": "2026-10-09T08:39:36.150Z",
"consecutive_failures": 0,
"status": "alive"
},
"price_extras": {
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"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."
}