Memoryoracle

Name: Memoryoracle
Author: ToolOracle

by ToolOracleversion 1.0.0i★ –iRuns in the cloud

Registry nameio.tooloracle/memoryoracle

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://tooloracle.io/memory/mcp/

Run this in your terminal

claude mcp add --transport http memoryoracle https://tooloracle.io/memory/mcp/

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://tooloracle.io/memory/mcp/

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain tooloracle.io (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

More stars than 0% of the other 7231 servers in this category
Published to the registry more recently than 11% of the other 7231 servers in this category
Basic checks equal to or better than 100% of the other 7231 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Memoryoracle safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 6 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated 3 days ago

Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago

Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated 44 days ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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.

npx -y mcp-remote https://mcp.feedoracle.io/memory/mcp/

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:

{"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:

{"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:

{"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

POST https://tooloracle.io/x402/memory/mcp/

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

Connect

"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

Memoryoracle

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

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