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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.

Related MCP server: Recall

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.

Read More

📝 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

F
license - not found
Not graded
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
1Releases (12mo)
Commit activity

Resources

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Related MCP Servers

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Related MCP Connectors

  • Persistent memory for AI agents. Search, store, and recall across sessions.

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  • Universal memory for AI agents and tools. Save, organize and search context anywhere.

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