Memoryoracle

io.tooloracle由 tooloracle.io 发布官方发布者v1.0.0更新于 Oct 27, 2026

MemoryOracle - 10 agent memory tools: vector store, recall, summarization, redaction.

发布方自己的服务：Accessoracle

已验证Streamable HTTP可网页运行数据库知识与记忆

服务详情

标识符: io.tooloracle/memoryoracle
传输: Streamable HTTP
运行时: Web executable
信任: Verified
发布于: Sep 16, 2026

安全提示

MCP 服务会接收对话中的工具调用请求，并可能执行外部操作。启用前请先了解该服务能做什么，并只授予它所需的权限。

注册中心已验证此服务的命名空间属于 tooloracle.io，且该域名同时运行其端点。这可以确认发布者，但并不代表该服务的工具是安全的。

SourceWeft 的检查只涵盖条目是否完整、端点是否响应；不审查服务器的代码，也不审查其工具的行为。

在 README 中添加徽章

向读者展示该 MCP 服务已收录于 SourceWeft，徽章链接到本页。

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.tooloracle%2Fmemoryoracle.svg)](https://sourceweft.com/mcp/io.tooloracle%2Fmemoryoracle?utm_source=readme&utm_medium=badge)

概览

AI 生成的概览

MemoryOracle 是一个远程 MCP 服务器，为 AI 代理提供可持久保存、可搜索的长期记忆：跨会话存储、查询、更新、总结和删除事实与决策。

可以做什么: 按类别、重要度、时间或访问频率存储、更新和浏览记忆，自动去重并保留版本历史
在命名空间隔离下对已存记忆做全文检索，并按时间新鲜度加权排序
在会话结束时生成总结，自动提取事实、决策与待办事项
按 ID、类别、时间或全部永久删除记忆，并将全部记忆导出为 JSON
查看记忆统计与服务健康状态，并将某条记忆与外部信任层进行交叉核验
适用场景: 适合需要助手在会话之间、跨客户端记住用户偏好、项目历史、已做决策或业务规则的场景，避免聊天或应用重启后丢失上下文。
运行要求: 通过 streamable HTTP 访问的远程端点；README 示例使用 npx 运行 mcp-remote 桥接，因此该方式需要 Node.js。清单未声明任何认证、环境变量或请求头。

安装前请注意

记忆保存在第三方服务上，可能包含用户偏好、决策和投资组合数据，删除操作不可恢复。README 另列出一个按调用计费的端点并给出各工具价格，请确认连接的是哪个端点以及调用是否产生费用。

安装

在 SourceWeft 中

打开控制台中的 Memoryoracle，将其添加到工作区。
为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.tooloracle%2Fmemoryoracle/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "memoryoracle": {
      "type": "http",
      "url": "https://tooloracle.io/memory/mcp/"
    }
  }
}

README

MemoryOracle

Persistent long-term memory for AI agents. Agents never forget.

10 tools. SQLite FTS5 full-text search. Per-namespace isolation. GDPR-compliant forget. Cross-references with FeedOracle Trust Layer.

The problem

Every MCP tool call is stateless. When Claude Desktop restarts, when Cursor closes, when the session ends — the agent forgets everything. No user preferences, no project history, no learned rules, no portfolio tracking.

MemoryOracle gives agents a persistent, searchable memory that survives restarts, works across clients, and gets more valuable over time.

Tools

Tool	What it does
`store_memory`	Store a fact, preference, decision, or rule. Deduplicates automatically.
`query_memory`	Full-text search with BM25 ranking and recency boost
`update_fact`	Update a memory with new info. Preserves version history (last 10 changes)
`forget`	Permanently delete by ID, category, age, or everything. GDPR Art. 17
`summarize_session`	End-of-session capture: summary + extracted facts, decisions, action items
`list_memories`	Browse with filters: category, importance, recency, access frequency
`cross_reference`	Verify a memory against FeedOracle Trust Layer evidence
`memory_stats`	Dashboard: count, storage, categories, most accessed, recent
`export_memories`	Export all as JSON. GDPR Art. 20 data portability
`health_check`	Service status

Memory categories

Category	When to use
`fact`	Verified information: "USDC is MiCA authorized"
`preference`	User/agent preferences: "Conservative allocation, no USDT"
`decision`	Decisions made: "Blocked USDT for EU clients"
`observation`	Patterns noticed: "RLUSD peg stable for 30 days"
`rule`	Business rules: "Never recommend assets with peg deviation > 2%"
`session`	Session summaries with linked facts
`portfolio`	Portfolio positions and allocations
`action_item`	Open tasks: "Check RLUSD status in April"

Example: Compliance agent workflow

Session 1 — Agent does MiCA compliance checks:

json

{"name": "store_memory", "arguments": {  "content": "USDT blocked for EU — MiCA NOT AUTHORIZED. Preflight: STOP.",  "category": "decision", "importance": 10,  "tags": ["usdt", "mica", "blocked"],  "namespace": "compliance-bot"}}

{"name": "store_memory", "arguments": {  "content": "USDT blocked for EU — MiCA NOT AUTHORIZED. Preflight: STOP.",  "category": "decision", "importance": 10,  "tags": ["usdt", "mica", "blocked"],  "namespace": "compliance-bot"}}

Session 2 — Next day, agent remembers:

json

{"name": "query_memory", "arguments": {  "query": "USDT EU compliance status",  "namespace": "compliance-bot"}}

{"name": "query_memory", "arguments": {  "query": "USDT EU compliance status",  "namespace": "compliance-bot"}}

→ Instantly recalls the decision from yesterday. No re-checking needed.

End of session — Auto-capture:

json

{"name": "summarize_session", "arguments": {  "summary": "Reviewed stablecoin portfolio. USDT blocked. RLUSD pending.",  "key_facts": ["USDC authorized", "EURC authorized", "USDT blocked"],  "decisions": ["Block USDT for EU"],  "action_items": ["Check RLUSD in April 2026"],  "namespace": "compliance-bot"}}

{"name": "summarize_session", "arguments": {  "summary": "Reviewed stablecoin portfolio. USDT blocked. RLUSD pending.",  "key_facts": ["USDC authorized", "EURC authorized", "USDT blocked"],  "decisions": ["Block USDT for EU"],  "action_items": ["Check RLUSD in April 2026"],  "namespace": "compliance-bot"}}

Why this is different

Feature	MemoryOracle	Others
Search	FTS5 BM25 ranking + recency boost	Basic keyword
Categories	8 structured types	Flat key-value
Session capture	Auto-extracts facts, decisions, actions	Manual only
Trust Layer	Cross-reference with signed evidence	None
GDPR	Art. 17 forget + Art. 20 export	Usually missing
Namespaces	Per-agent isolation	Shared global
History	Version tracking (last 10 changes)	Overwrite
TTL	Auto-expiry with configurable hours	None

x402 Pay-per-call

Connect

json

{  "mcpServers": {    "memory": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://mcp.feedoracle.io/memory/mcp/"]    }  }}

{  "mcpServers": {    "memory": {      "command": "npx",      "args": ["-y", "mcp-remote", "https://mcp.feedoracle.io/memory/mcp/"]    }  }}

Part of ToolOracle

MemoryOracle is part of ToolOracle — 50+ MCP servers, 530+ tools. Powered by FeedOracle compliance infrastructure.

The memory layer that makes Decision Preflight, Trust Layer, ISO 20022, and every other tool exponentially more valuable.

📝 We Built an AI Agent That Runs 24/7, Never Forgets, and Checks Its Own Work — How Memory + Scheduler + Decision Preflight work together as one integrated autonomous agent stack. Real tool outputs, no theory.

License

MIT

来源：README.md，提交 8e2873a

工具

SourceWeft 尚未读取此服务器的工具。

版本历史

v1.0.0最新Sep 16, 2026

评分

已满足适用检查项的 75%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

近 30 天内可连通必需25 分
已声明认证方式必需10 分
已列出工具必需15 分
请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。
描述必需15 分
图标10 分
文档15 分
许可证10 分
请在仓库或注册中心条目中声明许可证。

金融尚未收录Oct 24, 2026

Tool	Units	Price
`store_memory`	2	$0.02
`query_memory`	5	$0.05
`summarize_session`	8	$0.08
`cross_reference`	5	$0.05
`list_memories`	3	$0.03
`update_fact`	2	$0.02
`forget`	1	$0.01

Memoryoracle

概览

安装

在 SourceWeft 中

交给智能体安装

其他 MCP 客户端

README

MemoryOracle

The problem

Tools

Memory categories

Example: Compliance agent workflow

Why this is different

x402 Pay-per-call

Connect

Part of ToolOracle

Read More

License

工具

版本历史

评分

其他 Tooloracle 集成

Accessoracle

Zkevidenceoracle

Yieldoracle

Trustlayer

Tonoracle