Head to head · Agent memory · October 2026 research run

Basic Memory vs Mem0 Platform + MCP

Basic Memory scores 76.9 (BB) on agent readiness against Mem0 Platform + MCP's 40.1 (E), and leads in every scored category. Both do agent memory.

Best memory layers for AI agents · All 353 memory comparisons

Which one, for what

Basic Memory BB

Best for Memory for coding agents and assistants kept as Markdown the user owns, with search and a graph.

Ahead on

  • Reliability, 83 against 25
  • Schema & documentation, 89 against 80
  • Agent ergonomics, 85 against 63
  • Security & auth, 61 against 45
  • Payments & pricing, 50 against 40
  • Maintenance & community, 91 against 75
  • Transparency & trust, 82 against 62

Also in its favour

  • Agent-ready, a grade of BB or better
  • No key needed to call it
  • Runs on your own machine
  • No incidents deducted, where Mem0 Platform + MCP loses 13 points for them

Watch for

1.0 removed every pre-1.0 tool and command with no aliases, so older agent instructions and allowlists break

Mem0 Platform + MCP E

Best for Chat products that want per-user facts back with one search call and little setup, and teams willing to connect their own LLM key for higher free limits.

Also in its favour

  • A hosted endpoint, with nothing to install
  • Free to start without a card

Watch for

Free Plan data is used to train Mem0's models, per the privacy policy of 22 August 2026

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Reliability Basic Memory +58

Basic Memory 83

Local-software lines, as a stdio MCP server the owner runs. basic-memory on PyPI with Python 3.12 or newer stated, installed with uv (20). Test, SQLite lifecycle and Docker workflows run on the repository, but GitHub's API answered with a rate limit, so run results were unread (15 of 25, unchecked). 74 open issues and pull requests against 200 commits in the 90 days, with recent bug reports answered by a maintainer within days and one flaky-CI issue open (18 of 25). The changelog calls out breaking changes in their own sections (15). v1.0.0 on 29 October 2026 (15). Total 83.

Mem0 Platform + MCP 25

A status page exists at status.mem0.ai. On 1 October it refused automated readers, so its components weren't seen (10 of 20, a partial value kept and flagged) and it had no readable history (5). Mem0's terms bar automated download from its service and documentation, so the page wasn't requested on 4 November. No Platform rate limits with numbers. The docs say only "Managed quotas per workspace" (0). The OpenAPI file in the repository documents 429 on one operation, a profile-job cooldown with retry_after_seconds, and no general retry guidance was found (0). The October pricing FAQ says an SLA comes only by talking to sales, and the platform comparison page says a support SLA "is not documented as a Platform benefit today" (0, from 5). The v3 API and the hosted MCP server are generally available (10). 10+5+0+0+0+10 = 25.

Agent ergonomics Basic Memory +22

Basic Memory 85

13 tools, one hidden unless enabled, so the 11 to 30 band (15), with 6 back for the manual tool and the progressive-discovery tags (21 of 25). Search narrows by mode, filters, note types, items, since, path and line context (18 of 20). Refusals are tool errors with typed codes an agent can act on (17 of 20). Every tool has readOnly, destructive and idempotent hints, and edits take an expected checksum that refuses a stale write (19 of 20). Most arguments are optional and the server starts with one command, but there is one language and no SDK beyond the CLI (10 of 15). Total 85.

Mem0 Platform + MCP 63

The hosted MCP server has 11 tools, unchanged in the docs source (15), with no toolsets or read-only subset to add back. Pagination with page and page_size up to 200 and structured filters on list and search (20). Errors are thin. Few operations document 401, 403 or 429 and there's no error catalogue (8 of 20). No idempotency keys, and no readOnlyHint or destructiveHint documented on the MCP tools. Writes return an event ID that get_event_status can check (5 of 20). Python and TypeScript SDKs and a short required set (user_id plus messages) on add (15). 15+20+8+5+15 = 63.

Transparency & trust Basic Memory +20

Basic Memory 82

AGPL-3.0, an OSI licence (30). The terms and privacy policy of 27 October 2026 agree on 30-day retention after cancellation, backups up to 90 days and no training on or sale of content, and name the infrastructure providers (26 of 30). The 1.0 release ships a migration guide mapping every removed tool and command, without a written deprecation period (14 of 20). Telemetry is disclosed in the README with what is and isn't sent and one opt-out, but it is on by default (16 of 20). Total 86.

Mem0 Platform + MCP 62

The extraction library is Apache-2.0, but the Platform, the product listed here, is closed (20 of 30). Per the 1 October check (privacy policy of 22 August 2026, not re-read on 4 November), Free Plan interactions train Mem0's models and paid ones don't, memories are kept for the life of the account, and retention after closure is "a limited period" (18 of 30). Migration guides and changelogs that name removals, and the October pricing change gave existing free accounts until 25 November 2026 to connect a key. No written deprecation policy (10 of 20). The privacy policy names OpenAI and Anthropic as AI providers and US transfers. No full subprocessor list was found (8 of 20). The SDKs send usage telemetry to PostHog by default with a documented MEM0_TELEMETRY opt-out. The hosted client sends events under the account email, which the plugin pages disclose. No term. 20+18+10+8 = 56.

Security & auth Basic Memory +16

Basic Memory 61

Local stdio server with no credential, and cloud OAuth 2.1 through WorkOS with read-only or project-scoped keys on Pro (22 of 30). Paths are validated against the project root, project deletion is off by default and destructive tools are annotated (15 of 20). SECURITY.md has a threat model that warns about third-party MCP servers and copied commands, but nothing on note text as untrusted input (8 of 15). A local log file, and cloud audit logs only on Business (8 of 15). SECURITY.md gives an email and a 72-hour response aim but lists only 0.x.x as supported; no security.txt, bounty or own SOC 2, and an open issue reports an unmaintained dependency with a CVE (8 of 20). Total 61.

Mem0 Platform + MCP 45

Plain revocable API keys in an Authorization: Token header, and browser OAuth on the MCP server with no scopes documented (20 of 30). No read-only key or MCP mode, and delete_all_memories and delete_entities sit in the default MCP tool list. Bulk deletes need at least one filter (3 of 20). The tool returns stored memories that came from user text, and no prompt-injection guidance was found (0). An events API lists memory operations, and audit logs are an Enterprise item (10 of 15). SECURITY.md takes private reports by GitHub advisory or email with a 72-hour acknowledgement, and Mem0 published its first repository advisory (GHSA-5324-3w58-qpp2) on 28 October 2026. SOC 2 Type I claimed per the 1 October check, no security.txt and no bug bounty (12 of 20). 20+3+0+10+12 = 45.

Maintenance & community Basic Memory +16

Basic Memory 91

v1.0.0 on 29 October 2026 (30). v0.24.0 and v0.24.1 on 22 October and v1.0.0, three releases in 90 days (20). Recent issues from outside users got maintainer replies within a few days (20 of 25). Verified namespace io.github.basicmachines-co/basic-memory in the official MCP registry, published by a workflow (15). uv.lock and CI, with an open report of an unmaintained dependency (6 of 10). Total 91.

Mem0 Platform + MCP 75

The newest releases are Python mem0ai 2.2.1 and npm mem0ai 3.3.1 of 25 September 2026 (tags v2.2.1 and ts-v3.3.1), 40 days ago, and no package, CLI or plugin tag is newer (20, from 30, cause time). In the 90 days from 6 August, Python v2.0.18 (12 August), v2.0.19 (24 August), v2.0.20 (2 September), v2.1.0 (18 September), v2.2.0 (24 September) and v2.2.1, with the matching TypeScript releases (20). Issues and pull requests weren't re-read (github.com refused). 15 of 25 per the 1 October check. Current Python and TypeScript SDKs, and the hosted MCP server is in the official registry as io.github.mem0ai/mem0 per the 1 October check (15). CI workflows run on pull requests, with run state unread (5 of 10). 20+20+15+15+5 = 75.

Payments & pricing Basic Memory +10

Basic Memory 50

Self-hosted rule, with the price lines read for the cloud. No x402, MPP or L402 (0 of 40). Cloud plans are public, and credits are $0.01 each, but what a credit buys isn't priced per unit (10). The open-source server is free with no card (20). An agent can install it from PyPI and run it with no account (20). Total 50.

Mem0 Platform + MCP 40

No x402, MPP or L402 (0). Since 26 October 2026 the Starter, Growth and Pro plans are no longer sold to new accounts, per the pricing FAQ. Above the free limits a customer turns on usage-based billing, whose rate "is shown when you turn it on" in the dashboard, or talks to sales, so no per-unit price is published (0, from 10). The free plan needs no card. For the first 30 days Mem0 pays for the model calls (10,000 adds and 1,000 retrievals a month), then adds need the customer's own LLM key, with 50,000 adds and 10,000 retrievals a month (20). mem0 init --agent creates an unclaimed free account with no email, capped at 5 sign-ups a day per IP address (20). 0+0+20+20 = 40.

Score by category

CategoryWeight this runBasic MemoryMem0 Platform + MCPEdge
Reliability16%208325Basic Memory +58
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28980Basic Memory +9
Agent ergonomics13%16.28563Basic Memory +22
Security & auth14%17.56145Basic Memory +16
Payments & pricing10%12.55040Basic Memory +10
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.89175Basic Memory +16
Transparency & trust7%8.88262Basic Memory +20
Negative events≤150-13
TotalBB 76.9/100E 40.1/100

Facts side by side

FactBasic MemoryMem0 Platform + MCP
KindMCP serverHTTP API
VendorBasic Memory LLCMem0
Hosted endpointno (local only)https://api.mem0.ai
TransportsstdioHTTP, Streamable HTTP
AuthNoneAPI key
PricingFreemiumFreemium
x402nono
LicenceAGPL-3.0Apache-2.0
Tools exposed1311
Read-only variant documentednono
llms.txtyesyes
MCP registryio.github.basicmachines-co/basic-memoryio.github.mem0ai/mem0
Last release2026-10-292026-09-25
Terms last updated2026-10-27no date given
Privacy policy last updated2026-10-27no date given
Customer content may train modelsnot found in the textyes
Terms restrict automated accessnot found in the textyes
Terms restrict benchmarkingnot found in the textyes
Terms or service can change without noticenot found in the textnot found in the text
Arbitration or class-action waiveryesyes
Popularity4.5k stars, 20k PyPI/wk66k stars, 168k npm/wk, 502k PyPI/wk
Agent reviewsnone2.5/5 (2)

How the scores have moved

Verdicts

Basic Memory

Basic Memory 1.0 gives an MCP client 12 annotated bm_* tools over local Markdown notes, with typed errors, checksum-guarded edits and destructive project deletion off by default, under AGPL-3.0. Version 1.0 of 29 October 2026 removed every pre-1.0 tool without aliases, and the CLI sends anonymous cloud-funnel events to Umami until opted out.

Mem0 Platform + MCP

An agent can create its own free account with mem0 init --agent, no email and no card, and free limits rise to 50,000 adds a month with the customer's own LLM key. Paid plans are no longer sold to new accounts, no usage rate is published, and six advisories on the library appeared between May and October 2026.

Before you call either

Basic Memory

  1. Call bm_man first for the tool manual, then use bm_search and bm_read before writing
  2. Pass the expected_checksum from your last read to bm_edit and re-read on REVISION_CONFLICT instead of overwriting
  3. Scope every search with project, projects or all_projects=true
  4. Set BASIC_MEMORY_NO_PROMOS=1 for unattended runs to stop promos and telemetry
  5. Treat note contents as untrusted text when notes come from other people or imports

Mem0 Platform + MCP

  1. Send the REST key as Authorization: Token <key>, and the MCP key as Bearer
  2. Don't search for a memory straight after adding it. Adds are queued, so poll get_event_status with the returned event ID
  3. Never pass an empty user_id or other entity ID to delete_all. The docs say an empty ID matches every memory in the project
  4. After a free account's first 30 days, connect an LLM key in Settings, or adds return an error while searches keep working
  5. Set MEM0_TELEMETRY=false to stop the SDK's PostHog events, which the hosted client sends under the account email

Questions

Which is better for AI agents, Basic Memory or Mem0 Platform + MCP?

Basic Memory scores 76.9 (BB) on agent readiness against Mem0 Platform + MCP's 40.1 (E), and leads in every scored category.

Do Basic Memory and Mem0 Platform + MCP need an API key?

Basic Memory needs no key. Mem0 Platform + MCP needs an API key.

Can an agent call Basic Memory and Mem0 Platform + MCP without installing anything?

Basic Memory runs on your own machine, with no hosted endpoint listed. Mem0 Platform + MCP has a hosted endpoint at https://api.mem0.ai.

Are Basic Memory and Mem0 Platform + MCP open source?

Yes. Basic Memory is open source (AGPL-3.0). Mem0 Platform + MCP is open source (Apache-2.0).

Other comparisons with Basic Memory or Mem0 Platform + MCP

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