MemMachine vs past.dev

MemMachine 41

Framework reading for software the owner runs. The server has no authentication and no security scheme in its OpenAPI document (15 of 30). No read-only mode or confirmation for deletes (5 of 20). No guidance on recalled memories as untrusted text (4 of 15). No audit log on the self-hosted server; the hosted console shows usage (5 of 15). SECURITY.md with GitHub private reporting and a two-business-day acknowledgement, with security-audit and SBOM workflows; no security.txt or certification (12 of 20). Total 41.

past.dev 64

Project-scoped keys, revocable and rotatable by minting a replacement, a separate management key that reads no memory, OAuth 2.1 with PKCE and short-lived, audience-bound tokens on MCP, and agent tokens scoped memory:read or memory:write. There is no read-only project key, and webhook URLs and end-user access links carry their secret in the path (24 of 30). Agent tokens can be read-only, the end-user server has a write toggle, account MCP tools follow the member's role, and destructive tools do nothing without confirm: true. A project key can still delete any data in its project (15 of 20). Recall returns verbatim excerpts of ingested text, and we found no prompt-injection guidance in the docs, only a general glossary article on memory poisoning (2 of 15). Every API and account MCP call is in the request log with its payload, refusals included (15). security.txt is valid until 1 May 2027 and the security page names support@past.dev for vulnerability reports. No bug bounty or public advisories. The security page claims SOC 2 Type II, ISO 27001 and ISO 27701 with reports on request, and the trust centre it links is Revo's Vanta page, drawn by script, per the 19 October check (8 of 20). 24 + 15 + 2 + 15 + 8 = 64.

MemMachine 65

Searches take limit and filter options for episodic and semantic results (20 of 25). Memories can be listed and filtered by scope (15 of 20). Validation errors are typed; other failures are less clear, as the 429-to-500 issue shows (10 of 20). No idempotency keys or safe-retry guidance found (5 of 20). Python and TypeScript clients and a five-line quick start, once the import is fixed (15). Total 65.

past.dev 83

Graded on the Memory API, with the MCP servers noted. Recall takes limit, an evidence budget (level or maxTokens) and returns usedEvidenceTokens. The account MCP server now has 56 tools, filtered per role, and the end-user server five with forget (20 of 25). Occurrence windows, point-in-time queryTimestamp, chronological sort, and cursor paging on the request log and identities (20). Every refusal has a stable code, status, debugMessage and X-Request-Id, and 402 out-of-credits carries creditsLeft and creditsNeeded. The 429 has no body (18 of 20). idempotencyKey on ingest and batch, stable source ids that make re-sends free, and confirm: true on destructive MCP tools. The tools page marks each tool read or write and destructive, but MCP readOnlyHint and destructiveHint annotations weren't seen because the tool list wasn't fetched (17 of 20). Two required fields on ingest and recall. Since the 19 October check past.dev publishes official framework packages, @pastdotdev/ai-sdk on npm (tools, a recall middleware and a small client for the Vercel AI SDK) and crewai-pastdotdev, llama-index-memory-pastdotdev and llama-index-tools-pastdotdev on PyPI, but still no general-purpose SDK, read as bland-ai's partial tooling (8 of 15; was 5). 20 + 20 + 18 + 17 + 8 = 83.

MemMachine 51

Local-software lines, as a server the owner runs. memmachine-server and memmachine-client on PyPI with Python versions stated, a Docker image and a compose script (20). pytest, integration and installation-test workflows exist, but GitHub's API answered with a rate limit, so run results were unread (15 of 25, unchecked). 292 open issues and pull requests; the newest bug reports, including a 429 from a provider surfacing as a 500 and a 0.4.0 configuration that no longer starts, have zero to two replies (10 of 25). No changelog file, release notes only on GitHub, which weren't read, and pre-1.0 tags (6 of 15). Version 0.4.0 (0). Total 51.

past.dev 68

Graded on the hosted Memory API with the hosted lines. past.dev/status lists six components (Memory API, ingestion, recall, console, MCP servers, documentation), each with a 90-day uptime figure (100 per cent on 2 November), and a readable incident history. On 19 October the uptime figures read "no data" and the history did not load (20; was 10). The history page says records begin on 9 September 2026 and no incident has been reported, so the record covers 54 of the 90 days from 4 August. A readable record shorter than 90 days on a page that has never posted scores 15, as this run settled for short records (15; was 5). Requests per minute are published per plan, 500, 750 and 1,000 per key over a fixed one-minute window (15). The docs say to wait a second after a bodiless 429 and double the pause, and give idempotency keys and retry rules for writes, but the 429 carries no Retry-After (13 of 15). The terms of 27 October 2026 say there is no service level commitment outside Enterprise, and none is published for Enterprise (0). The new terms no longer describe the service as in early access and no page we read labels it beta, but the changelog still says the API is unversioned and its paths may change, read as a young API that may change, 5 as for excaliclaw (5; was 0). 20 + 15 + 15 + 13 + 0 + 5 = 68.

MemMachine 57

Apache-2.0 (30). The terms say hosted customer data is destroyed on termination, with no period, and use usage data only in aggregate; the privacy policy wasn't read (12 of 30). No deprecation policy or notices found (3 of 20). No telemetry calls found in the server or client source, and the docs don't address it (10 of 20). Total 55.

past.dev 66

Closed service under clear, dated terms (27 October 2026) naming Revo Inc., a Delaware corporation doing business as Past Corp. (15). The privacy policy (27 October 2026) says content isn't used for training, deletion removes derived facts, a deleted organisation's backups expire within 7 days, the request log follows the plan's retention and a project and everything derived from it are deleted on request. The security page says model providers process requests with zero retention. The pricing page gives data retention of 365 days on Pay as you go and 3 years on Flex, while the privacy policy says memory is kept while the organisation exists, so the two don't fully agree (20 of 30). The terms promise email before a change removes a capability an account uses, and the changelog says breaking changes are announced before release. Breaking changes shipped in the weeks of 21 September and 19 October, and there is no versioning or dated deprecation policy (8 of 20). AWS is named as host. The privacy policy now puts the sub-processor list and hosting regions in the trust centre at security.revo.ai, which is drawn by script and wasn't readable on 19 October, and the security page gives them on request (5 of 20). 15 + 20 + 8 + 5 = 48.

MemMachine 79

OpenAPI documents for the server (54 operations) and the hosted platform (12) (25). llms.txt on docs.memmachine.ai with Markdown pages (10). Every operation has a description, and the docs explain memory types and scoping (15 of 20). Typed request models generated from the server, with search options for limits and filters (12 of 15). Examples for each client and the MCP tools, but only 422 is documented on the server and the README's first example doesn't run (8 of 15). /api/v2 paths and tagged releases, no changelog (9 of 15). Total 79.

past.dev 86

OpenAPI 3.1.0 at past.dev/openapi.json with 34 operations on 27 paths, re-read on 2 November (25). llms.txt with a "When to use" section, llms-full.txt, a Markdown copy of every page and a docs MCP server (10). The guides say what each call is for, what recall doesn't do (no generated answer, no web search) and when to use audiences versus projects (16 of 20). 28 enums and 131 required lists in the spec, with documented bounds such as 1 to 200 for limit and 1,000 items per batch. metadata is a free-form object that never filters recall (13 of 15). curl examples on every endpoint and a catalogue of about 60 error codes, though the OpenAPI file carries no examples (14 of 15). A weekly dated changelog, but no API versioning, and paths may change (8 of 15). 25 + 10 + 16 + 13 + 14 + 8 = 86.

MemMachine 83

v0.4.0 on PyPI on 8 October 2026, 29 days before the check (30). v0.3.9-post1, v0.4.0, v0.4.1-dev0 and v0.4.1-a1 in 90 days (20). Many open issues and recent reports with few replies (12 of 25). Python and TypeScript clients, both current (12 of 15). uv lock checks, security audit, SBOM and stale-issue workflows (9 of 10). Total 83.

past.dev 77

Read for a closed service. The changelog's newest entry is the week of 19 October 2026, with framework connectors, MCP deletion tools and a breaking refusal of / in data point ids (30). Seven dated weekly entries in the 90 days from 4 August (weeks of 24 August, 14, 21 and 28 September, and 5, 12 and 19 October), and the integrations post of 28 October (20). A public changelog, a community Slack and email support on Flex, none of which we tested (10 of 15). The MCP server is in the official MCP registry as dev.past/past under the past.dev domain namespace, published 30 September 2026, and official framework packages now exist on npm and PyPI, but there is no general-purpose SDK (12 of 15; was 5). The Claude Code and Codex plugin repositories are MIT with a check.yml workflow, with CI results unchecked, per the 19 October check (5 of 10). 30 + 20 + 10 + 12 + 5 = 77.