ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

Memory & Knowledge Python Listed Apache-2.0

Is ReMe safe? Strong public trust posture, backed by multiple independent signals.

OSSF Scorecard 6.4 / 10
Provenance Attested
Signed commits 100%
Last push today
Advisories None known
Compare ReMe

How does it stack up against its Memory & Knowledge neighbours?

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In detail: ReMe scores 88.3/100 (Grade A), ranked #50 of 1378 tracked open-source AI agent projects, on evidence coverage B (3 of 5 independent signal types). The public evidence: its packages ship with cryptographic provenance; OSSF Scorecard rates its supply-chain practices 6.4/10; 100% of recent commits are signed; no published advisory affects its latest release (reme-ai); last pushed 2026-10-21. Every point is earned from checkable signals — never paid placement. How scoring works →

How ReMe could raise its score

Each line changes one public signal and recomputes with the live scoring function. The gains don't add up exactly, because the score is capped near the top.

Chain of custody

Scanners check what the code says. This traces who ships ReMe and whether that has changed: from the source repository, through how changes are reviewed and released, to the package you install. These are the checks for OWASP ASI04 Agentic Supply Chain Vulnerabilities.

  1. Source Signed

    github.com/agentscope-ai/ReMe, Apache-2.0, last pushed 2026-10-21. 100% of the last 100 commits carry a verified signature, so changes trace to a verified account.

  2. Review and release Mixed

    OpenSSF Scorecard rates the repository's practices 6.4/10 (scanned Oct 12, 2026). The checks that decide who can get a change released:

    • Code Review8
    • Branch Protection6
    • Signed Releasesn/a
    • Dangerous Workflow10
    • Token Permissions0
    • Pinned Dependencies5
    All 18 Scorecard checks
    Binary-Artifacts 10
    Branch-Protection 6
    CI-Tests 10
    CII-Best-Practices 0
    Code-Review 8
    Contributors 6
    Dangerous-Workflow 10
    Dependency-Update-Tool 10
    Fuzzing 0
    License 10
    Maintained 10
    Packaging 10
    Pinned-Dependencies 5
    SAST 10
    Security-Policy 0
    Signed-Releases -1
    Token-Permissions 0
    Vulnerabilities 0
  3. Published packages Linked and attested

    • PyPI reme-ai Source link points back to this repo Build provenance attested
  4. What you install today No known advisories

    Latest release checked: reme-ai 0.4.1.13. No published advisory affects it (OSV, checked 2026-10-21).

Changes to this chain

  • 2026-08-27 Package provenance attestation detected
  • 2026-07-29 OSSF Scorecard: 5.6/10

Evidence behind this score

Coverage B: 3 of 5 independent evidence types found.

  • GitHub repository data
  • Package downloads
  • Supply-chain checks
  • Public actions (missing)
  • Community mentions (missing)

Verify this score yourself

Every build re-issues ReMe’s score as an Ed25519-signed credential, valid for 7 days. You can check it offline against HVTracker’s published key; if anyone changes a number after signing, verification fails.

What this score doesn’t check

It covers who ships the code, not what the code does. It doesn’t read tool descriptions or prompts for injected instructions, watch runtime behaviour, or find bugs nobody has disclosed yet. For that, run a content scanner before you connect it, such as Cisco MCP Scanner or Snyk Agent Scan.

How ReMe compares in Memory & Knowledge

  1. #1 ReMe 88.3 this agent
  2. #2 EverOS 88.2 −0.1
  3. #3 OpenViking 88.0 −0.3
  4. #4 Graphiti 87.9 −0.4
  5. #5 LanceDB 87.6 −0.7

Bars show each HVTrust score; the tick marks ReMe’s 88.3.

Where the 88.3 comes from

HVTrust dimensions vs the Memory & Knowledge average

88.3 / 100 · 100.0% confidence

ReMe Memory & Knowledge average (51 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
20.5 / 25
9.0 above avg 11.5
Identity / Provenance60% listing status · 40% build provenance
18.0 / 18
5.5 above avg 12.5
Transparency50% declared license · 50% OSSF Scorecard
13.9 / 17
1.0 above avg 12.9
Maintenance60% last-push freshness · 40% commit activity
19.1 / 20
1.9 above avg 17.2
AdoptionLog-scaled stars · package downloads
14.3 / 20
1.3 above avg 13.0

Quick Trust Read

What Would Improve It
Improve adoption to lift the weakest part of the trust profile.
Recent Changes
2026-10-12
Rank Moved
Rank dropped 12 spots (#37 → #49)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 6.4/10. Tighten the weakest checks to improve public safety evidence.
80.3
Activity sub-score · out of 100
#1

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade A reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage B is separate — it grades how many independent signal types back the score (3 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-10-21 20:07 UTC · Repo last pushed today

Rank Trend

2026-09-29 2026-10-21

Activity & Reach

Stars
3.7k
Forks
320
Last Push
2026-10-21
today
Commits (4 wk)
59
Downloads (7d)
19,798
pypi
HN mentions (30d)
—
Open Issues
27
Rank Change
▲3
was #53

Analysis

Activity Inputs

80.3 / 100
StarsRepository reach
21.4 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
22.2 / 25
CommunityFork signal
11.7 / 20

Common questions about ReMe

Public supply-chain signals for ReMe are strong: it has multiple independent trust indicators in place. This does not replace your own security review, but ReMe carries less obvious unverified-evidence risk than projects with thin signals.
Does ReMe publish package provenance?
Yes. ReMe's package releases carry build provenance attestations, which cryptographically link the published package back to its source repository and CI workflow.
Does ReMe have an OpenSSF Scorecard?
ReMe has an OpenSSF Scorecard score of 6.4/10. The Scorecard checks for branch protection, signed releases, dependency updates, fuzzing, code review, and other supply-chain hygiene items. See the full check breakdown on this page.
Is ReMe actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does ReMe use?
ReMe ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are ReMe's commits signed?
100% of the last 100 commits to ReMe are verified-signed (GPG, SSH, S/MIME, or GitHub's signing flow). Signed commits help confirm that code was authored by who the commit claims.

Not a safety endorsement. HVTracker describes what public signals show, not whether a project is safe for your use case. Run your own security review before adopting in production.

Compare ReMe head-to-head

AI agent surface

MCP, providers, tool surface
Scored in HVTrust

These runtime-trust fields — detected from public repo docs and manifests — contribute a bounded adjustment to this project's HVTrust score alongside supply-chain evidence. The exact values each field can add or subtract are documented in the methodology → Compare this surface across every listed agent in the capability matrix →

MCP Server Support
high confidence
Implemented
ReMe appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
2 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
high confidence
Declared
Declared plugin/integration surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
high confidence
Match
Published package metadata matches the tracked repo
Detailed evidence is not shown in the public view.
  • MCP signal live
  • External deps live
  • Tool / plugin surface live
  • Package provenance drift live
How this surface has changed

Detected changes to ReMe's runtime surface and supply-chain posture, from daily public-signal snapshots. A change here means our detectors see something different — a genuinely changed capability, or better evidence of an existing one.

2026-09-12
Provider Removed
Runtime surface shrank — no longer detected: DeepSeek
2026-08-27
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek
2026-08-27
Provenance Added
Package provenance attestation detected
2026-08-22
Provider Removed
Runtime surface shrank — no longer detected: DeepSeek
2026-08-21
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek
2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: extension-based → declared

Maintain ReMe?

For maintainers

HVTrust scores ReMe from public signals only — we never contact maintainers first. If a signal is wrong, stale, or missing (provenance you publish, a Scorecard you run, signed releases), tell us and we'll review it. Corrections are public and tracked on GitHub.

Reputation Timeline

Signal history
Rank 4HVTrust 2Grade 2Surface 2Surface 2Listed 1Scorecard 1Surface 1Provenance 1
2026-10-12
Rank Moved
Rank dropped 12 spots (#37 → #49)
2026-09-12
Provider Removed
Runtime surface shrank — no longer detected: DeepSeek
2026-08-27
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek
2026-08-27
Provenance Added
Package provenance attestation detected
2026-08-27
Grade Changed
Trust grade B → A
2026-08-27
Rank Moved
Rank rose 73 spots (#96 → #23)
2026-08-27
HVTrust Changed
HVTrust up 12.1pts (76.4 → 88.5)
2026-08-22
Provider Removed
Runtime surface shrank — no longer detected: DeepSeek
2026-08-22
Rank Moved
Rank rose 14 spots (#95 → #81)
2026-08-21
Provider Added
Runtime surface grew — new detected provider dependency: DeepSeek
2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: extension-based → declared
2026-07-29
Scorecard Added
OSSF Scorecard: 5.6/10
2026-07-29
Grade Changed
Trust grade D → B
2026-07-29
Rank Moved
Rank rose 265 spots (#353 → #88)
2026-07-29
HVTrust Changed
HVTrust up 31.2pts (42.5 → 73.7)
2026-07-28
Newly Listed
First tracked at rank #353

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 88.3 Grade A
Markdown:
[![HVTrust](https://hvtracker.net/badge/reme.svg)](https://hvtracker.net/agents/reme)
HTML:
<a href="https://hvtracker.net/agents/reme"><img src="https://hvtracker.net/badge/reme.svg" alt="HVTrust"></a>

Other agents in Memory & Knowledge

Data sources
GitHub REST API (repo, commits, stars, forks, license) · PyPI / pypistats (downloads, provenance) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.4 · Raw JSON