According to AlphaMoat, as of 2026-09, MemData has 2,475 downloads and 1 stars — ranked #4,121 of 5,078 AI skills overall, and #840 of 969 in AI Agent.
| Platform | Installs | Downloads | Stars | Comments |
|---|---|---|---|---|
| ClawHub ↗ | 74 | 2.3K | 1 | - |
| SkillHub ↗ | 123 | 2.5K | 1 | — |
Platforms count differently and update at different times.
The primary describes storing content, querying memories semantically, listing stored items, and checking encryption status. Confirm that data is appropriate for remote storage and check charges before querying.
Profile published 2026-10-29
Generated from the skill’s documentation as examples; not results of actual runs.
The counting method changed in 2026-09: skills with the same name are now counted separately by author, and the full catalog is covered. Dashed lines show months before the change; they are not compared with later months, and no growth is computed across the change.
| Month | Downloads | MoM | Stars |
|---|---|---|---|
| 2026-09 | 2.5K | — | 1 |
| 2026-08 | 2.2K | +3.0% | 1 |
| 2026-07 | 2.2K | +9.1% | 1 |
| 2026-06 | 2.0K | +5.2% | 1 |
| 2026-05 | 1.9K | — | 1 |
| 2026-03 | 1.6K | — | 1 |
The author’s original file, shown as plain text without edits or review by AlphaMoat. Links are not clickable; check commands before running them. Fetched 2026-10-23.
--- name: memdata version: 1.8.0 description: Persistent memory for autonomous agents. Wallet = identity. Pay per query. Optional encrypted storage. author: The Lab Venice homepage: https://memdata.ai license: MIT --- # MemData
Persistent memory for autonomous agents. Your wallet is your identity.
## Core Concept
Your wallet address IS your identity. First payment auto-creates your account. Same wallet = same memories across all sessions.
No registration. No API keys. Just pay and use.
## Session Flow
```
1. GET /identity # Start session - get context from last session
2. POST /ingest # Store new memories
3. POST /query # Search your memories
4. POST /identity # End session - save handoff for next time
```
## Authentication
x402 payment protocol. USDC on Base (eip155:8453).
Every endpoint (except /status):
1. Returns 402 with payment requirements
2. You sign payment with wallet
3. Retry with `x-payment` header
4. Request succeeds
## Pricing
| Endpoint | Cost |
|----------|------|
| /query | $0.001 |
| /ingest | $0.005 |
| /identity | $0.001 |
| /artifacts | $0.001 |
| /setup-encryption | $0.001 |
| /status | Free |
## Encrypted Storage (Optional)
If you need privacy (competitive data, sensitive memories):
| Mode | Setup | Storage | Can MemData Read? |
|------|-------|---------|-------------------|
| Standard | None | Postgres | Yes |
| Encrypted | One-time delegation | Storacha (IPFS) | No |
Enable encryption:
```
GET /setup-encryption # Get serverDID
POST /setup-encryption # Send signed UCAN delegation
# All future ingest/query now encrypted
```
Encrypted storage uses Lit Protocol (threshold cryptography) + Storacha (IPFS/Filecoin).
---
## Endpoints
Base: `https://memdata.ai/api/x402`
---
### GET /identity
**Call this at the start of every session.** Returns your identity, what you were working on, last session handoff, and memory stats.
**Response:**
```json
{
"identity": {
"agent_name": "Agent 0x1234...",
"identity_summary": "I analyze DeFi protocols",
"session_count": 12
},
"last_session": {
"summary": "Analyzed 3 yield farms",
"context": {"protocols_reviewed": ["Aave", "Compound", "Uniswap"]}
},
"working_on": "Compare APY across protocols",
"memory_stats": {
"total_memories": 150,
"oldest_memory": "2026-01-15T...",
"newest_memory": "2026-02-03T..."
}
}
```
---
### POST /identity
Update your identity or save session handoff before ending.
**Update identity:**
```json
{
"agent_name": "YieldBot",
"identity_summary": "I analyze DeFi yield opportunities",
"working_on": "monitoring Aave rates"
}
```
**Save session handoff (before ending):**
```json
{
"session_handoff": {
"summary": "Completed yield analysis for Q1",
"context": {"best_yield": "Aave USDC 4.2%"}
},
"working_on": "start Q2 analysis next"
}
```
---
### POST /ingest
Store content in memory. Auto-chunks and embeds.
**Request:**
```json
{
"content": "Aave USDC yield is 4.2% APY as of Feb 3. Compound is 3.8%.",
"sourceName": "yield-analysis-2026-02-03",
"type": "note"
}
```
**Response:**
```json
{
"success": true,
"artifact_id": "e8fc3e63-...",
"chunks_created": 1,
"encrypted": false
}
```
---
### POST /query
Semantic search across your memories.
**Request:**
```json
{
"query": "what are the best DeFi yields?",
"limit": 5,
"threshold": 0.3
}
```
**Response:**
```json
{
"success": true,
"results": [
{
"chunk_id": "uuid",
"chunk_text": "Aave USDC yield is 4.2% APY...",
"source_name": "yield-analysis-2026-02-03",
"similarity_score": 0.72,
"created_at": "2026-02-03T..."
}
],
"encrypted": false,
"memory": {
"grounding": "historical_baseline",
"depth_days": 19,
"data_points": 150
}
}
```
Optional filters: `since`, `until` (ISO dates)
---
### GET /setup-encryption
Check encryption status. Returns info needed to create UCAN delegation.
**Response:**
```json
{
"encryption": {
"enabled": false,
"serverDID": "did:key:z6Mkr...",
"spaceDID": "did:key:z6Mkt..."
}
}
```
---
### POST /setup-encryption
Enable encrypted storage. One-time setup.
**Request:**
```json
{
"delegationCar": "base64-encoded UCAN delegation"
}
```
After this, all /ingest encrypts via Lit Protocol and stores on Storacha. All /query decrypts before returning. Response `encrypted` field becomes `true`.
---
### GET /artifacts
List stored memories.
**Response:**
```json
{
"artifacts": [
{
"id": "uuid",
"source_name": "yield-analysis-2026-02-03",
"chunk_count": 1,
"created_at": "2026-02-03T..."
}
],
"total": 25
}
```
---
### DELETE /artifacts/:id
Delete a memory and all its chunks.
---
### GET /status
Health check and pricing. Free, no payment required.
---
## Memory Grounding
Query responses include `memory.grounding`:
| Value | Meaning |
|-------|---------|
| `historical_baseline` | 100+ data points, trends meaningful |
| `snapshot` | <100 data points, point-in-time only |
| `insufficient_data` | No memories found |
---
## Links
- Docs: https://memdata.ai/docs
- x402 Protocol: https://www.x402.org
- Lit Protocol: https://litprotocol.com
- Storacha: https://storacha.network
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Data month: 2026-09 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.