Ai Memory MCP

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. 97.8% R@5 on LongMemEval. Pure SQLite FTS5, zero cloud dependencies.

MCP Servers Rust Listed Apache-2.0

Is Ai Memory MCP safe? Thin or incomplete trust evidence. Review carefully before production use.

OSSF Scorecard 4.5 / 10
Provenance None
Signed commits 100%
Last push today
Compare Ai Memory MCP
Suggest a correction

In detail: Ai Memory MCP scores 53.9/100 (Grade C), ranked #824 of 1325 tracked open-source AI agent projects, on evidence coverage C (2 of 5 independent signal types). The public evidence: no package-provenance attestation found; OSSF Scorecard rates its supply-chain practices 4.5/10; 100% of recent commits are signed; last pushed 2026-09-26. Every point is earned from checkable signals — never paid placement. How scoring works →

How Ai Memory MCP compares in MCP Servers

  1. #461 SharePoint MCP Server 54.0 +0.1
  2. #462 Genieacs MCP 53.9 ±0
  3. #463 Ai Memory MCP 53.9 this agent
  4. #464 tdmcp — TouchDesigner MCP server 53.9 ±0
  5. #465 SeedanceMCP 53.9 ±0

Bars show each HVTrust score; the tick marks Ai Memory MCP’s 53.9.

Where the 53.9 comes from

HVTrust dimensions vs the MCP Servers average

53.9 / 100 · 100.0% confidence

Ai Memory MCP MCP Servers average (775 agents)

Safety / Integrity50% OSSF Scorecard · 30% provenance · 20% signed commits
10.6 / 25
in line with avg 10.3
Identity / Provenance60% listing status · 40% build provenance
10.8 / 18
2.6 below avg 13.4
Transparency50% declared license · 50% OSSF Scorecard
12.3 / 17
in line with avg 12.2
Maintenance60% last-push freshness · 40% commit activity
17.0 / 20
5.0 above avg 12.0
AdoptionLog-scaled stars · package downloads
4.2 / 20
3.0 below avg 7.2

Quick Trust Read

What Would Improve It
Publish package provenance or release attestations for stronger supply-chain evidence.
Recent Changes
2026-09-24
Grade Changed
Trust grade D → C
2026-09-24
Rank Moved
Rank rose 410 spots (#1231 → #821)
2026-09-24
HVTrust Changed
HVTrust up 18.3pts (35.6 → 53.9)
Maintainer Checklist
Raise Scorecard signals Current OSSF Scorecard is 4.5/10. Tighten the weakest checks to improve public safety evidence.
Publish provenance Add package provenance or release attestations so users can verify where shipped artifacts came from.
55.0
Activity sub-score · out of 100
#463

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption. Grade C reflects the trust score band: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Evidence coverage C is separate — it grades how many independent signal types back the score (2 of 5), so a high score on thin evidence stays visible. Full methodology →

Signals refreshed 2026-09-26 12:32 UTC · Repo last pushed today

Rank Trend

2026-08-11 2026-09-26

Activity & Reach

Stars
53
Forks
6
Last Push
2026-09-26
today
Commits (4 wk)
17
Downloads (7d)
—
HN mentions (30d)
—
Open Issues
447
Rank Change
▲6
was #830

Analysis

Activity Inputs

55.0 / 100
StarsRepository reach
10.4 / 30
FreshnessLast push recency
25.0 / 25
ActivityRecent commits
15.7 / 25
CommunityFork signal
3.9 / 20

Supply Chain Trust

Package Provenance
None
No package attestations found
OSSF Scorecard
4.5 / 10
OpenSSF Scorecard · scanned Sep 26, 2026
Signed Commits
100%
of last 100 commits verified
Binary-Artifacts 10
Branch-Protection 3
CI-Tests 8
CII-Best-Practices 0
Code-Review 0
Contributors 3
Dangerous-Workflow 10
Dependency-Update-Tool 0
Fuzzing 10
License 10
Maintained 10
Packaging 10
Pinned-Dependencies 0
SAST 0
Security-Policy 10
Signed-Releases 0
Token-Permissions 0
Vulnerabilities 0

Common questions about Ai Memory MCP

Public trust evidence for Ai Memory MCP is thin: several supply-chain signals are missing or weak. This does not mean the project is unsafe — it means an outside observer cannot easily verify the usual integrity checks. Treat with extra scrutiny.
Does Ai Memory MCP publish package provenance?
No published build provenance is currently detected for Ai Memory MCP. This is common for open-source projects but means consumers cannot independently verify that the package on the registry matches the GitHub source.
Does Ai Memory MCP have an OpenSSF Scorecard?
Ai Memory MCP has an OpenSSF Scorecard score of 4.5/10. 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 Ai Memory MCP actively maintained?
Actively maintained. The repository was pushed to within the last 1 day(s).
What license does Ai Memory MCP use?
Ai Memory MCP ships under Apache-2.0. A declared, OSI-approved license is one of the transparency signals HVTrust scores.
Are Ai Memory MCP's commits signed?
100% of the last 100 commits to Ai Memory MCP 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.

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
Ai Memory MCP appears to expose MCP server capabilities.
Detailed evidence is not shown in the public view.
External Service Dependencies
high confidence
5 detected
Public provider/service dependencies detected.
Credential signal: API keys or service config markers documented.
Tool / Plugin Surface
None detected
No clear plugin system or broad tool surface detected.
Detailed evidence is not shown in the public view.
Package Provenance Drift
N/A
No package source configured
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 Ai Memory MCP'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.

2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, DeepSeek, Google Gemini, OpenAI, xAI Grok
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: marketplace → none

Maintain Ai Memory MCP?

For maintainers

HVTrust scores Ai Memory MCP 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 26HVTrust 16Grade 10Listed 2Surface 1Scorecard 1Delisted 1MCP 1Surface 1
2026-09-24
Grade Changed
Trust grade D → C
2026-09-24
Rank Moved
Rank rose 410 spots (#1231 → #821)
2026-09-24
HVTrust Changed
HVTrust up 18.3pts (35.6 → 53.9)
2026-09-23
Provider Added
Runtime surface grew — new detected provider dependencies: Anthropic, DeepSeek, Google Gemini, OpenAI, xAI Grok
2026-09-23
Mcp Status Changed
Detected MCP server support changed: none → implemented
2026-09-23
Rank Moved
Rank dropped 373 spots (#858 → #1231)
2026-09-23
HVTrust Changed
HVTrust up 8.0pts (27.6 → 35.6)
2026-09-22
Newly Listed
First tracked at rank #858
2026-09-21
Removed From Active Tracking
Removed from active tracking
2026-09-20
Grade Changed
Trust grade D → C
2026-09-20
Rank Moved
Rank rose 417 spots (#1231 → #814)
2026-09-20
HVTrust Changed
HVTrust up 18.3pts (35.6 → 53.9)
2026-09-19
Grade Changed
Trust grade C → D
2026-09-19
Rank Moved
Rank dropped 416 spots (#815 → #1231)
2026-09-19
HVTrust Changed
HVTrust down 18.3pts (53.9 → 35.6)
2026-09-17
Rank Moved
Rank rose 12 spots (#825 → #813)
2026-09-15
Grade Changed
Trust grade D → C
2026-09-15
Rank Moved
Rank rose 410 spots (#1236 → #826)
2026-09-15
HVTrust Changed
HVTrust up 18.2pts (35.3 → 53.5)
2026-09-14
Grade Changed
Trust grade C → D
2026-09-14
Rank Moved
Rank dropped 412 spots (#824 → #1236)
2026-09-14
HVTrust Changed
HVTrust down 18.2pts (53.5 → 35.3)
2026-09-11
Grade Changed
Trust grade D → C
2026-09-11
Rank Moved
Rank rose 410 spots (#1220 → #810)
2026-09-11
HVTrust Changed
HVTrust up 18.2pts (35.5 → 53.7)
2026-09-10
Grade Changed
Trust grade C → D
2026-09-10
Rank Moved
Rank dropped 419 spots (#801 → #1220)
2026-09-10
HVTrust Changed
HVTrust down 18.2pts (53.7 → 35.5)
2026-09-09
Rank Moved
Rank dropped 12 spots (#789 → #801)
2026-09-07
Rank Moved
Rank dropped 39 spots (#744 → #783)
2026-09-06
Rank Moved
Rank dropped 15 spots (#729 → #744)
2026-09-05
Rank Moved
Rank dropped 65 spots (#664 → #729)
2026-09-04
Grade Changed
Trust grade D → C
2026-09-04
Rank Moved
Rank rose 459 spots (#1123 → #664)
2026-09-04
HVTrust Changed
HVTrust up 18.3pts (35.5 → 53.8)
2026-09-03
Grade Changed
Trust grade C → D
2026-09-03
Rank Moved
Rank dropped 530 spots (#593 → #1123)
2026-09-03
HVTrust Changed
HVTrust down 18.6pts (54.1 → 35.5)
2026-09-02
Grade Changed
Trust grade D → C
2026-09-02
Rank Moved
Rank rose 430 spots (#1023 → #593)
2026-09-02
HVTrust Changed
HVTrust up 18.3pts (35.8 → 54.1)
2026-09-01
Rank Moved
Rank dropped 31 spots (#992 → #1023)
2026-08-31
Rank Moved
Rank dropped 33 spots (#959 → #992)
2026-08-30
Scorecard Added
OSSF Scorecard: 4.5/10
2026-08-30
Rank Moved
Rank rose 306 spots (#1265 → #959)
2026-08-30
HVTrust Changed
HVTrust up 18.6pts (17.0 → 35.6)
2026-08-29
Rank Moved
Rank dropped 11 spots (#1254 → #1265)
2026-08-27
Rank Moved
Rank dropped 11 spots (#1234 → #1245)
2026-08-26
Rank Moved
Rank dropped 29 spots (#1205 → #1234)
2026-08-17
Rank Moved
Rank dropped 221 spots (#982 → #1203)
2026-08-17
HVTrust Changed
HVTrust down 5.0pts (22.2 → 17.2)
2026-08-16
Rank Moved
Rank rose 189 spots (#1171 → #982)
2026-08-16
HVTrust Changed
HVTrust up 4.6pts (17.6 → 22.2)
2026-08-12
Tool Surface Changed
Detected tool/plugin surface changed: marketplace → none
2026-08-12
Rank Moved
Rank dropped 193 spots (#971 → #1164)
2026-08-12
HVTrust Changed
HVTrust down 4.2pts (22.0 → 17.8)
2026-08-10
Rank Moved
Rank dropped 274 spots (#904 → #1178)
2026-08-10
HVTrust Changed
HVTrust down 4.8pts (22.1 → 17.3)
2026-08-08
Newly Listed
First tracked at rank #1079

Embed Badge Badge guide for maintainers →

For maintainers
HVTrust 53.9 Grade C
Markdown:
[![HVTrust](https://hvtracker.net/badge/ai-memory-mcp.svg)](https://hvtracker.net/agents/ai-memory-mcp)
HTML:
<a href="https://hvtracker.net/agents/ai-memory-mcp"><img src="https://hvtracker.net/badge/ai-memory-mcp.svg" alt="HVTrust"></a>

Other agents in MCP Servers

Data sources
GitHub REST API (repo, commits, stars, forks, license) · OpenSSF Scorecard CLI
Each agent's signals refresh once daily across 6 staggered batches. Methodology v4.3 · Raw JSON