# EverOS vs Agent Platform Memory Bank > EverOS scores 69.4 (B) to Agent Platform Memory Bank's 65.6 (B) for agent memory. Prices, MCP, x402, uptime and agent notes side by side. - Canonical: https://www.anchorterminal.com/compare/everos-vs-google-memory-bank - Markdown: https://www.anchorterminal.com/compare/everos-vs-google-memory-bank.md (~4,750 tokens) - Site index for agents: https://www.anchorterminal.com/llms.txt (the key docs and every listing in one file, at most 16 MB, about 4 million tokens: https://www.anchorterminal.com/llms-full.txt) - API: https://www.anchorterminal.com/api/v1/index.json - MCP: https://www.anchorterminal.com/mcp (the whole catalogue as tools, no key) - DNS: dig +short TXT .grade.anchorterminal.com (the grade as a DNS TXT record, for a sandbox with no HTTP where names still resolve; also top., best.. and .vs.. under the zone, and the same under grade.letme.dev) - Licence: CC BY 4.0, credit Anchor Terminal and link this page (https://www.anchorterminal.com/terms/#data) - Updated: 2026-11-07 EverOS scores 69.4 (B) on agent readiness against Agent Platform Memory Bank's 65.6 (B), and leads in 5 of 7 scored categories. Agent Platform Memory Bank leads on security & auth and transparency & trust. Both do agent memory. - EverOS: grade B, 69.4/100, rank #246 of 1486. Markdown https://www.anchorterminal.com/tools/everos.md · JSON https://www.anchorterminal.com/api/v1/tools/everos.json - Agent Platform Memory Bank: grade B, 65.6/100, rank #412 of 1486. Markdown https://www.anchorterminal.com/tools/google-memory-bank.md · JSON https://www.anchorterminal.com/api/v1/tools/google-memory-bank.json - Best memory layers for AI agents: https://www.anchorterminal.com/best/agent-memory/index.md - All 353 memory comparisons: https://www.anchorterminal.com/compare/agent-memory/index.md ## Which one, for what ### EverOS (B) Good for: Self-hosted memory for agents and apps that want Markdown as the source of truth and separate user and agent tracks. Ahead on: - Reliability, 79 against 68 - Schema & documentation, 89 against 75 - Payments & pricing, 40 against 20 - Maintenance & community, 80 against 62 Also in its favour: - No key needed to call it - Runs on your own machine - Open source Watch for: The local HTTP server has no authentication and relies on binding to 127.0.0.1 ### Agent Platform Memory Bank (B) Good for: Managed long-term memory for agents already on Google Cloud, especially with ADK and Agent Platform Sessions. Ahead on: - Security & auth, 72 against 47 - Transparency & trust, 81 against 71 Also in its favour: - A hosted endpoint, with nothing to install Watch for: Needs a Google Cloud project with billing, set up by a person in the console ## Why the edge ### Security & auth: Agent Platform Memory Bank +25 - EverOS (47): Framework reading for software the owner runs. The local server has no authentication and no security scheme in the OpenAPI document, relying on a 127.0.0.1 bind by default (15 of 30). No read-only mode; the cloud purge is two-step (8 of 20). Memories are extracted from conversations and returned into prompts, and everos-mcp tells hosts to save facts unprompted, with no injection guidance found (4 of 15). Structured logs and lock metrics, no audit log (6 of 15). SECURITY.md with a reporting address, five-day acknowledgement, supported versions and a published-advisories section, plus a valid security.txt (14 of 20). Total 47. - Agent Platform Memory Bank (72): OAuth 2.0 with IAM and service accounts (30), less 10, as for the other Google API listings, because the v1 discovery document lists `access_token`, `oauth_token` and `key` as query parameters (20 of 30). IAM Conditions can restrict access by memory scope; purge and delete have no confirmation (15 of 20). Memories are written by an LLM from conversation content and returned to agents, with no injection guidance found (5 of 15). Access Transparency and Access Approval are listed; Cloud Audit Logs coverage for Memory Bank wasn't read (12 of 15). Google's valid security.txt, vulnerability reward programme and certifications, with HIPAA listed for Memory Bank (20). Total 72. ### Payments & pricing: EverOS +20 - EverOS (40): Self-hosted rule, with the price lines read for EverOS Cloud. No x402, MPP or L402 (0 of 40). No cloud price or plan found on evermind.ai, its FAQ, terms or docs (0). The open-source runtime is free with no card (20). An agent can install it from PyPI and run it with no account (20). Total 40. - Agent Platform Memory Bank (20): No x402, MPP or L402 (0). Storage, read and write prices are published without a login (20). No Memory Bank free tier found (0). A person creates the project, enables billing and sets up IAM in the console (0). Total 20. ### Maintenance & community: EverOS +18 - EverOS (80): v1.5.1 on 22 October 2026 (30). Five tagged releases in 90 days and 12 PyPI uploads (20). Maintainer replies on some issues, others from outside users unanswered for weeks (12 of 25). Python library and the everos-mcp package, not in the official MCP registry (10 of 15). uv.lock, CI, docs and release workflows (8 of 10). Total 80. - Agent Platform Memory Bank (62): The newest Memory Bank release notes are of 20 August 2026 (IngestEvents GA, metadata, Gemini Embedding 2), 78 days before the check, and billing started on 1 September (20). Three Memory Bank entries in the 90 days, all on 20 August (10 of 20). Public release notes and Cloud Customer Care (12 of 15). `google-cloud-agentplatform` 2.7.0 on 28 October 2026, twelve releases in 90 days per its PyPI release feed, plus ADK (15). SDK test status not checked (5 of 10). Total 62. ### Schema & documentation: EverOS +14 - EverOS (89): OpenAPI document in the repository with 40 operations, every one with a description (25). llms.txt and llms-full.txt on docs.evermind.ai (10). Operation descriptions state purpose; when-not-to-use guidance appears in the docs, such as flush after add, rather than per operation (15 of 20). Typed request models with filter operators eq, ne, gt, gte, lt, lte and in, and 422 on malformed ids (12 of 15). curl examples for add, flush and search, and typed error codes such as SESSION_BUSY and EXTERNAL_SERVICE_UNAVAILABLE (12 of 15). `/api/v2` with `/api/v1` kept as a legacy alias, a changelog and release notes (15). Total 89. - Agent Platform Memory Bank (75): Google's discovery document is a machine-readable contract for every memory method (25). No llms.txt or Markdown docs found (0). Method descriptions are 13 to 39 characters, one-line summaries, while the guides explain when to generate from sessions or from direct facts (12 of 20). Typed schemas with required fields in the discovery document (12 of 15). Python examples, a troubleshooting page and a documented 404 for deleted memories (11 of 15). v1 and v1beta1 and dated release notes (15). Total 75. ### Reliability: EverOS +11 - EverOS (79): Local-software lines, as a library and server the owner runs. `everos` on PyPI with Python 3.12 or newer stated, plus a Windows guide (20). ci.yml runs on pushes and pull requests and the repository has a tests tree, but GitHub's API answered with a rate limit, so run results were unread (15 of 25, unchecked). 43 open issues and pull requests against 82 commits in 90 days; several outside bug reports, including a silent capture failure in the DSH plugin, have no reply (14 of 25). Keep a Changelog with semantic versioning declared and a 1.0 migration guide (15). Version 1.5.1 (15). Total 79. - Agent Platform Memory Bank (68): Hosted lines. Google Cloud status dashboard with per-product history (20). Its incident feed, read on 6 November 2026, holds four incidents since 8 August (20 August, 27 products; 1 September, us-central1-b; 8 October, Cloud Storage; 20 October, europe-west2, 38 products), and none names Agent Platform, Vertex or Memory Bank (30). No Memory Bank quotas or rate limits were found; the platform quotas path guessed returned 404 (0, unchecked). Generation is a long-running operation with wait and cancel methods, and Google's retry guidance wasn't re-read for this API (8 of 15). No SLA for Memory Bank was found in the pages read (0, unchecked). Memory profiles, IngestEvents and multi-regional endpoints are GA (10). Total 68. ### Transparency & trust: Agent Platform Memory Bank +10 - EverOS (71): Apache-2.0 with a NOTICE file (30). Local data stays in the owner's Markdown and indexes. For the cloud, the privacy policy gives no retention periods, the terms and privacy policy word the training exceptions differently, and the privacy contact link points to a miromind.ai address (12 of 30). The README marks `/api/v1` as a legacy alias that may be removed in a future major release, and a 1.0 migration guide exists, with no notice period (14 of 20). No outbound telemetry was found in the source, and the docs don't address it (10 of 20). Total 66. - Agent Platform Memory Bank (81): Closed service under the Google Cloud terms (15). Data residency at rest, CMEK and the Cloud Data Processing Addendum apply; no Memory Bank retention period or time-to-live was read (20 of 30). The rename was announced in the release notes with old and new names listed, and Google's deprecation policy covers GA services (14 of 20). Google Cloud's subprocessor list and regional endpoints are published (16 of 20). Total 65. ## Score by category | Category | Weight | EverOS | Agent Platform Memory Bank | Edge | | --- | --- | --- | --- | --- | | Reliability | 16% (20 this run) | 79 | 68 | EverOS +11 | | Performance | 10%, pending | pending | pending | not scored in this run | | Schema & documentation | 13% (16.2 this run) | 89 | 75 | EverOS +14 | | Agent ergonomics | 13% (16.2 this run) | 78 | 75 | EverOS +3 | | Security & auth | 14% (17.5 this run) | 47 | 72 | Agent Platform Memory Bank +25 | | Payments & pricing | 10% (12.5 this run) | 40 | 20 | EverOS +20 | | Task success | 10%, pending | pending | pending | not scored in this run | | Maintenance & community | 7% (8.8 this run) | 80 | 62 | EverOS +18 | | Transparency & trust | 7% (8.8 this run) | 71 | 81 | Agent Platform Memory Bank +10 | | Negative events | ≤15 | 0 | 0 | | | **Total** | | **69.4 · B** | **65.6 · B** | | ## Facts side by side | Fact | EverOS | Agent Platform Memory Bank | | --- | --- | --- | | Kind | HTTP API | HTTP API | | Vendor | Evermind AI, Inc. | Google Cloud | | Hosted endpoint | no (local only) | `https://aiplatform.googleapis.com/v1` | | Transports | HTTP, stdio | HTTP | | Auth | None | OAuth | | Pricing | Freemium | Pay per use | | x402 | no | no | | Licence | Apache-2.0 | none | | Tools exposed | 7 | none | | Read-only variant documented | no | no | | llms.txt | yes | no | | Last release | 2026-10-22 | 2026-08-20 | | Terms last updated | 2026-01-20 | 2026-09-02 | | Privacy policy last updated | 2026-01-20 | 2026-10-01 | | Customer content may train models | yes | yes | | Terms restrict automated access | yes | not found in the text | | Terms restrict benchmarking | yes | not found in the text | | Terms or service can change without notice | yes | not found in the text | | Arbitration or class-action waiver | not found in the text | not found in the text | | Popularity | 14k stars, 4k PyPI/wk | none | ## Verdicts **EverOS.** EverOS keeps agent and user memory as Markdown with SQLite and LanceDB indexes, behind a described OpenAPI with typed, retryable errors and an MCP server, under Apache-2.0 at version 1.5.1. The local server has no authentication, EverOS Cloud prices are not published, and the cloud terms forbid automated data extraction. **Agent Platform Memory Bank.** Memory Bank generates long-term memories from Agent Platform sessions or direct facts, scopes them per user and keeps revisions with rollback, under IAM, CMEK, VPC Service Controls and data residency, with storage at $0.30 per GiB-month. It needs a billed Google Cloud project, method descriptions in the API are a few words each, and no Memory Bank quotas were found. ## Before you call either ### EverOS 1. Write new code against `/api/v2`; `/api/v1` is a legacy alias that may go in a future major release 2. Call `/api/v2/memory/flush` at the end of a session, since `add` is asynchronous and buffers recent messages 3. Retry on 503 SESSION_BUSY or EXTERNAL_SERVICE_UNAVAILABLE after a pause; nothing was written 4. Keep `host` at 127.0.0.1 unless something in front adds authentication 5. Treat recalled memories as untrusted text, since they are extracted from past conversations ### Agent Platform Memory Bank 1. Run `memories.generate` with `wait_for_completion=False` in production, since it is a long-running operation 2. Always pass a `scope` such as {"user_id": ...} so one user's memories never reach another 3. Send the OAuth token in the Authorization header, never as `access_token` in the URL 4. Expect a 404 when fetching a deleted memory and treat it as gone 5. Treat retrieved memories as untrusted text extracted from earlier conversations ## Questions ### Which is better for AI agents, EverOS or Agent Platform Memory Bank? EverOS scores 69.4 (B) on agent readiness against Agent Platform Memory Bank's 65.6 (B), and leads in 5 of 7 scored categories. Agent Platform Memory Bank leads on security & auth and transparency & trust. ### Do EverOS and Agent Platform Memory Bank need an API key? EverOS needs no key. Agent Platform Memory Bank uses an OAuth sign-in. ### Can an agent call EverOS and Agent Platform Memory Bank without installing anything? EverOS runs on your own machine, with no hosted endpoint listed. Agent Platform Memory Bank has a hosted endpoint at https://aiplatform.googleapis.com/v1. ### Are EverOS and Agent Platform Memory Bank open source? EverOS is open source (Apache-2.0). No open-source release is listed for Agent Platform Memory Bank. ## For agents - This comparison as JSON: https://www.anchorterminal.com/compare/everos-vs-google-memory-bank.json, and with the fewest tokens: https://www.anchorterminal.com/compare/everos-vs-google-memory-bank.min.md - Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "everos", "b": "google-memory-bank"}`. From a terminal: `anchor compare everos google-memory-bank` - Each listing in full: https://www.anchorterminal.com/api/v1/tools/everos.json and https://www.anchorterminal.com/api/v1/tools/google-memory-bank.json ## Other comparisons with EverOS or Agent Platform Memory Bank - [Amazon Bedrock AgentCore Memory vs EverOS](https://www.anchorterminal.com/compare/agentcore-memory-vs-everos.md) - [Amazon Bedrock AgentCore Memory vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/agentcore-memory-vs-google-memory-bank.md) - [Basic Memory vs EverOS](https://www.anchorterminal.com/compare/basic-memory-vs-everos.md) - [Basic Memory vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/basic-memory-vs-google-memory-bank.md) - [claude-mem vs EverOS](https://www.anchorterminal.com/compare/claude-mem-vs-everos.md) - [claude-mem vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/claude-mem-vs-google-memory-bank.md) - [Cognee vs EverOS](https://www.anchorterminal.com/compare/cognee-vs-everos.md) - [Cognee vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/cognee-vs-google-memory-bank.md) - [EverOS vs Graphicle](https://www.anchorterminal.com/compare/everos-vs-graphicle.md) - [EverOS vs Graphiti](https://www.anchorterminal.com/compare/everos-vs-graphiti.md) - [EverOS vs Hindsight](https://www.anchorterminal.com/compare/everos-vs-hindsight.md) - [EverOS vs Honcho](https://www.anchorterminal.com/compare/everos-vs-honcho.md) - [EverOS vs Hy Memory](https://www.anchorterminal.com/compare/everos-vs-hy-memory.md) - [EverOS vs LangMem](https://www.anchorterminal.com/compare/everos-vs-langmem.md) - [EverOS vs LocalGhost](https://www.anchorterminal.com/compare/everos-vs-localghost.md) - [EverOS vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/everos-vs-mem0.md) - [EverOS vs MemMachine](https://www.anchorterminal.com/compare/everos-vs-memmachine.md) - [EverOS vs Memori](https://www.anchorterminal.com/compare/everos-vs-memori.md) - [EverOS vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/everos-vs-memory-reference-server.md) - [EverOS vs MemPalace](https://www.anchorterminal.com/compare/everos-vs-mempalace.md) - [EverOS vs past.dev](https://www.anchorterminal.com/compare/everos-vs-past-dev.md) - [EverOS vs Supermemory API + MCP](https://www.anchorterminal.com/compare/everos-vs-supermemory.md) - [EverOS vs TencentDB Agent Memory](https://www.anchorterminal.com/compare/everos-vs-tencentdb-agent-memory.md) - [EverOS vs Tokenrip](https://www.anchorterminal.com/compare/everos-vs-tokenrip.md) - [EverOS vs Zep](https://www.anchorterminal.com/compare/everos-vs-zep.md) - [Agent Platform Memory Bank vs Graphicle](https://www.anchorterminal.com/compare/google-memory-bank-vs-graphicle.md) - [Agent Platform Memory Bank vs Graphiti](https://www.anchorterminal.com/compare/google-memory-bank-vs-graphiti.md) - [Agent Platform Memory Bank vs Hindsight](https://www.anchorterminal.com/compare/google-memory-bank-vs-hindsight.md) - [Agent Platform Memory Bank vs Honcho](https://www.anchorterminal.com/compare/google-memory-bank-vs-honcho.md) - [Agent Platform Memory Bank vs Hy Memory](https://www.anchorterminal.com/compare/google-memory-bank-vs-hy-memory.md) - [Agent Platform Memory Bank vs LangMem](https://www.anchorterminal.com/compare/google-memory-bank-vs-langmem.md) - [Agent Platform Memory Bank vs LocalGhost](https://www.anchorterminal.com/compare/google-memory-bank-vs-localghost.md) - [Agent Platform Memory Bank vs Mem0 Platform + MCP](https://www.anchorterminal.com/compare/google-memory-bank-vs-mem0.md) - [Agent Platform Memory Bank vs MemMachine](https://www.anchorterminal.com/compare/google-memory-bank-vs-memmachine.md) - [Agent Platform Memory Bank vs Memori](https://www.anchorterminal.com/compare/google-memory-bank-vs-memori.md) - [Agent Platform Memory Bank vs Memory (MCP reference server)](https://www.anchorterminal.com/compare/google-memory-bank-vs-memory-reference-server.md) - [Agent Platform Memory Bank vs MemPalace](https://www.anchorterminal.com/compare/google-memory-bank-vs-mempalace.md) - [Agent Platform Memory Bank vs past.dev](https://www.anchorterminal.com/compare/google-memory-bank-vs-past-dev.md) - [Agent Platform Memory Bank vs Supermemory API + MCP](https://www.anchorterminal.com/compare/google-memory-bank-vs-supermemory.md) - [Agent Platform Memory Bank vs TencentDB Agent Memory](https://www.anchorterminal.com/compare/google-memory-bank-vs-tencentdb-agent-memory.md) - [Agent Platform Memory Bank vs Tokenrip](https://www.anchorterminal.com/compare/google-memory-bank-vs-tokenrip.md) - [Agent Platform Memory Bank vs Zep](https://www.anchorterminal.com/compare/google-memory-bank-vs-zep.md) - [AI Memory vs EverOS](https://www.anchorterminal.com/compare/ai-memory-vs-everos.md) - [AI Memory vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/ai-memory-vs-google-memory-bank.md) - [Context Mode Engine vs EverOS](https://www.anchorterminal.com/compare/context-mode-vs-everos.md) - [Context Mode Engine vs Agent Platform Memory Bank](https://www.anchorterminal.com/compare/context-mode-vs-google-memory-bank.md) --- Query this catalogue directly over MCP: https://www.anchorterminal.com/mcp (Streamable HTTP, no key). How: https://www.anchorterminal.com/agents/#mcp