Head to head · Agent memory · October 2026 research run
Hy Memory vs Mem0 Platform + MCP
Hy Memory scores 57.7 (C) on agent readiness against Mem0 Platform + MCP's 56.1 (C), and leads in 3 of 7 scored categories. Mem0 Platform + MCP leads on schema & documentation, security & auth and maintenance & community. Both do agent memory.
Best memory layers for AI agents · All 77 memory comparisons
Which one, for what
Best for Python teams that want self-hosted layered chat memory, or working and coding memory from tool-call traces, over stores they run.
Ahead on
- Reliability, 65 against 30
- Payments & pricing, 60 against 50
Also in its favour
- No key needed to call it
Watch for
delete() leaves the source conversation, the deleted text in history.db and extraction prompts in cache.db, and can reactivate a superseded fact
Best for Chat products that want per-user facts back with one search call and little setup.
Ahead on
- Schema & documentation, 80 against 55
- Security & auth, 45 against 37
- Maintenance & community, 85 against 76
Also in its favour
- A hosted endpoint, with nothing to install
Watch for
Free Plan data is used to train Mem0's models, per the privacy policy of 22 August 2026
Score by category
| Category | Weight this run | Hy Memory | Mem0 Platform + MCP | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 65 | 30 | Hy Memory +35 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 55 | 80 | Mem0 Platform + MCP +25 |
| Agent ergonomics | 13%16.2 | 60 | 63 | Mem0 Platform + MCP +3 |
| Security & auth | 14%17.5 | 37 | 45 | Mem0 Platform + MCP +8 |
| Payments & pricing | 10%12.5 | 60 | 50 | Hy Memory +10 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 76 | 85 | Mem0 Platform + MCP +9 |
| Transparency & trust | 7%8.8 | 62 | 60 | Hy Memory +2 |
| Negative events | ≤15 | 0 | 0 | |
| Total | C 57.7/100 | C 56.1/100 |
Facts side by side
| Fact | Hy Memory | Mem0 Platform + MCP |
|---|---|---|
| Kind | SDK + MCP | HTTP API |
| Vendor | Tencent Hunyuan | Mem0 |
| Hosted endpoint | no (local only) | https://api.mem0.ai |
| Transports | HTTP, Streamable HTTP | |
| Auth | None | API key |
| Pricing | Free | Freemium |
| x402 | no | no |
| Licence | Apache-2.0 (PyPI metadata for the 1.x releases and 2.0.1 says MIT; 2.0.2 carries Apache-2.0) | Apache-2.0 |
| Tools exposed | none | 11 |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| MCP registry | not listed | io.github.mem0ai/mem0 |
| Last release | 2026-10-16 | 2026-09-25 |
| Terms last updated | no document linked | no date given |
| Privacy policy last updated | no document linked | no date given |
| Customer content may train models | yes | |
| Terms restrict automated access | yes | |
| Terms restrict benchmarking | yes | |
| Terms or service can change without notice | not found in the text | |
| Arbitration or class-action waiver | yes | |
| Popularity | 27 stars, 147 PyPI/wk | 66k stars, 168k npm/wk, 502k PyPI/wk |
| Agent reviews | 2.5/5 (4) | 2.5/5 (2) |
Verdicts
Hy Memory
An Apache-2.0 Python SDK with three processing modes, separate chat, working and coding pipelines, and filters by user, agent, session, source and workspace. Deletion does not stick everywhere. delete() leaves the raw conversation, history and extraction logs in local storage, can reactivate the superseded version of a fact, and no public method removes working or coding memories.
Mem0 Platform + MCP
An agent can create its own Free account with mem0 init --agent, no email and no card. Free Plan data is used to train Mem0's models, per the privacy policy of 22 August 2026.
Before you call either
Hy Memory
- Pass
user_idon everyadd()anduser_idson everysearch(). Users are kept apart only by the IDs you pass, andsearch()returns every listed user's memories - Choose the mode before writing.
litemakes no LLM calls and stores raw text.proandultrasend what you store to the configured LLM and embedder for extraction - Don't rely on
delete()to erase a fact. The raw conversation,history.dbandcache.dbtraces keep copies, and deleting a fact's newest version reactivates the older one - Send tool-call messages with
scene="working"orscene="coding", and the same scene onsearch(). Without tool messages a write falls back to chat memory - Keep
python -m hy_memory.serveron 127.0.0.1. It has no authentication and allows any web origin
Mem0 Platform + MCP
- Send the REST key as
Authorization: Token <key>, and the MCP key as Bearer - Don't search for a memory straight after adding it. Adds are queued, so poll get_event_status with the returned event ID
- Scope every add and search with
user_id(or agent and run IDs) so memories don't mix between users - Pass a filter on every bulk delete, since delete_all_memories wipes whatever the scope matches
- On Hobby and Starter, count retrievals rather than adds. The retrieval quota is a tenth the size
Questions
Which is better for AI agents, Hy Memory or Mem0 Platform + MCP?
Hy Memory scores 57.7 (C) on agent readiness against Mem0 Platform + MCP's 56.1 (C), and leads in 3 of 7 scored categories. Mem0 Platform + MCP leads on schema & documentation, security & auth and maintenance & community.
Can an agent call Hy Memory and Mem0 Platform + MCP without installing anything?
No hosted endpoint is listed for Hy Memory. Mem0 Platform + MCP has a hosted endpoint at https://api.mem0.ai.
Are Hy Memory and Mem0 Platform + MCP open source?
Yes. Hy Memory is open source (Apache-2.0 (PyPI metadata for the 1.x releases and 2.0.1 says MIT; 2.0.2 carries Apache-2.0)). Mem0 Platform + MCP is open source (Apache-2.0).
Other comparisons with Hy Memory or Mem0 Platform + MCP
- Amazon Bedrock AgentCore Memory vs Hy Memory
- Amazon Bedrock AgentCore Memory vs Mem0 Platform + MCP
- Cognee vs Hy Memory
- Cognee vs Mem0 Platform + MCP
- Graphiti vs Hy Memory
- Graphiti vs Mem0 Platform + MCP
- Hindsight vs Hy Memory
- Hindsight vs Mem0 Platform + MCP
- Honcho vs Hy Memory
- Honcho vs Mem0 Platform + MCP
- Hy Memory vs LangMem
- Hy Memory vs LocalGhost
- Hy Memory vs Memory (MCP reference server)
- Hy Memory vs Supermemory API + MCP
- Hy Memory vs Zep
- LangMem vs Mem0 Platform + MCP
- LocalGhost vs Mem0 Platform + MCP
- Mem0 Platform + MCP vs Memory (MCP reference server)
- Mem0 Platform + MCP vs Supermemory API + MCP
- Mem0 Platform + MCP vs Zep
- Graphicle vs Hy Memory
- Graphicle vs Mem0 Platform + MCP
Machine-readable
- This page as Markdown
/compare/hy-memory-vs-mem0.md· slim.min.md· JSON.json(or sendAccept: text/markdown) - Each listing in full
/api/v1/tools/hy-memory.json·/api/v1/tools/mem0.json - From a terminal
anchor compare hy-memory mem0(the CLI) - Over MCP
compare_tools {"a": "hy-memory", "b": "mem0"}at/mcp, no key