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Why Kronvex

The memory layer
built for production
AI agents.

EU-hosted and GDPR-native by default. pgvector cosine similarity, confidence scoring, no infrastructure to manage. Your first memory in under 5 minutes.

🇪🇺 EU Data Residency · Frankfurt · GDPR-native
<40ms
Recall P99
25×
Cheaper than Zep
99.9%
Uptime SLA
At a glance
KV
Mem0
Zep
EU data residency
GDPR-native API
No LLM at write time
Confidence scoring
Python SDK
Node.js SDK
Inject-context endpoint
Pricing from €29 $29 $475

The problem with alternatives

Every other option has a hidden cost

Zep

Deprecated & expensive

Zep shut down their free community edition. Cloud pricing starts at $475/mo for serious usage — and your data stays in the US with no EU residency option.

Cloud starts at $475/mo · No EU data residency
Mem0

LLM in the write path

Mem0 routes every memory write through an LLM, costing ~$0.002 per write. At 100K writes/month that's $200 just for storage operations — before your actual AI usage. Requires an OpenAI key even locally.

100K writes/mo = ~$200 in LLM costs alone
Roll-your-own

Weeks of setup & maintenance

pgvector + Redis + custom embedding pipeline + confidence scoring = 2–3 weeks of setup. Then you own the infrastructure forever: upgrades, backups, scaling, monitoring.

2–3 weeks setup · Infinite maintenance

Feature comparison

See exactly what you get

Feature ★ BestKronvex Mem0 Zep MemGPT Pinecone
Managed API (no infra)
EU hosting (GDPR native)
Semantic search (pgvector cosine)
Confidence scoring (recency + frequency)
Multi-agent support
REST API (language-agnostic)
Python SDK Live
Node.js SDK Live
n8nNative
Pricing from €29/mo From $29/mo From $0 (OSS) OSS / $20/mo Pay-per-use
Free tier Demo key · 100 memories
inject-context endpoint
Graph memory Native — GET /graph ~ ~

Data accurate as of March 2026. Sources: mem0.ai, getzep.com, letta.ai, pinecone.io, supabase.com.

Deep dives

Head-to-head comparisons

Vector DB
Kronvex vs Pinecone
Memory API vs raw vector storage. Why confidence scoring matters.
Read comparison →
Memory API
Kronvex vs Mem0
EU hosting vs US, flat pricing vs LLM write costs, GDPR-native.
Read comparison →
Memory API
Kronvex vs Zep
25× cheaper than Zep Cloud. EU hosting. No deprecated community edition.
Read comparison →
LLM Framework
Kronvex vs MemGPT
Managed API vs self-hosted framework. No infra, no maintenance, no ops.
Read comparison →
Developer Tools
Kronvex vs CLAUDE.md & Obsidian
File-based memory breaks at scale. API-based memory works for your users, not just you.
Read comparison →
PKM vs API
Kronvex vs Obsidian
Obsidian is brilliant for humans. Kronvex is built for AI agents — cloud, multi-user, semantic search.
Read comparison →
<40ms
RECALL LATENCY P99
1536
EMBEDDING DIMENSIONS
99.9%
UPTIME SLA
EU
DATA RESIDENCY

Why Kronvex

Built different, by design

🇪🇺

Built for the EU

All data stored in Supabase Frankfurt. GDPR compliance is not an add-on — it is the default. Right to erasure, memory TTL, and data export are first-class API features, not afterthoughts.

EU · GDPR · Frankfurt

Confidence Scoring

Recall ranks memories using a composite score: similarity × 0.6 + recency × 0.2 + frequency × 0.2. Recency uses a sigmoid with a 30-day inflection. Frequency is log-scaled. No black-box LLM reranking.

similarity · recency · frequency
🔌

Any Language, Any Agent

Pure REST API — call it from Python, Node.js, Go, Rust, or any HTTP client. Official SDKs for Python and Node. Works with LangChain, CrewAI, n8n, and any custom agent framework out of the box.

REST · Python SDK · Node SDK

Pricing

Transparent pricing, EU-hosted

Zep Cloud

$475

/month · Flex+

US-only data residency. Deprecated their free self-hosted tier. Prices went up after community edition shutdown.

Mem0

$29+

From $0 · Free tier available

Free tier available. Paid plans from ~$29/mo. LLM costs at every write add up fast — not included in any quoted plan price.

Kronvex Builder is typically 25× cheaper than equivalent Zep Cloud plans — for the same core functionality, EU-hosted.

Migration

Switch in 10 minutes

Why switch
  • EU data residency by default — Frankfurt, Germany
  • No LLM in the write path — flat, predictable pricing
  • Confidence scoring: similarity + recency + frequency
  • GDPR-native: right to erasure, memory TTL, data export
  • Python & Node SDKs ready — first memory in 5 minutes
  • 25× cheaper than Zep Cloud for equivalent workloads
migrate_from_zep.py
BEFORE (Zep)# Install: pip install zep-python
from zep_python import ZepClient
from zep_python.memory import Memory, Message

client = ZepClient(api_key="z-...", base_url="https://api.getzep.com")

# Add memory (creates session, builds graph, calls LLM internally)
client.memory.add(
    session_id="user-123",
    memory=Memory(messages=[Message(role="user", content="user prefers dark mode")])
)

AFTER (Kronvex) — EU-hosted, no LLM at write# Install: pip install kronvex
from kronvex import Kronvex

client = Kronvex(api_key="kv-...")  # One line setup

# Remember — pgvector embedding, no extra LLM calls
await client.agent("user-123").remember("user prefers dark mode")

# Recall — cosine similarity + confidence scoring
memories = await client.agent("user-123").recall("display preferences")

# That's it. 3× simpler. EU-hosted. GDPR-native.

Questions

Frequently asked

No — Kronvex is a fully managed hosted API. You get memory infrastructure without managing any servers, databases, or vector indexes. If you have a specific requirement for self-hosting at enterprise scale, reach out at [email protected] and we'll discuss options.
Zep moved to a cloud-only model in 2024, retiring the open-source community edition they previously offered. Their cloud product requires a subscription starting at $475/mo, with no EU data residency. Many teams using the self-hosted version now need a managed alternative — Kronvex is designed exactly for that migration, with a generous free tier to get started.
No. Recall uses pure pgvector cosine similarity with our proprietary confidence scoring formula: confidence = similarity × 0.6 + recency × 0.2 + frequency × 0.2. There is no LLM in the retrieval path, which means recall is fast (~50ms), predictable in cost, and doesn't require an OpenAI key to operate.
Yes. All data is stored in Supabase's EU region (Frankfurt, Germany). We support the right to erasure via DELETE /memories, memory TTL configuration, and full data export. Read our in-depth article on building GDPR-compliant AI agents for technical details.
You can export all your memories at any time from the dashboard. After cancellation, your data is retained for 30 days to allow for recovery or export, then permanently deleted from all systems. We don't hold your data hostage.

Start with a free demo key

EU-hosted. No credit card. Your first memory in under 5 minutes.

Demo key · 1 agent · 100 memories · No expiry

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