Heartwood Memory — governed memory for AI agents

io.github.jermayne36由 GitHub 帳號 jermayne36 發布v0.2.9更新於 Oct 25, 2026

Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.

發布方自己的服務:Memory.fit

已驗證STDIO僅桌面知識與記憶安全與監控

概覽

AI 產生的概覽

供 AI 代理使用的本機受治理記憶庫:每筆記憶皆簽章,召回先經政策過濾,稽核日誌可防竄改,並產生依主體銷毀金鑰的刪除憑據。

可以做什麼
在本機 SQLite 資料庫中儲存、召回與遺忘代理記憶,支援租戶隔離與依主體的刪除憑據(README 快速上手)。對每筆召回記錄重新驗證簽章與內容雜湊,並檢查雜湊鏈稽核日誌是否遭改寫或刪列。在排序前依政策與權限等級過濾,未獲授權的記錄不會被評分或回傳。對生成的記憶做忠實性檢查,未通過時預設攔截,並阻擋遭拒的外部模型呼叫。寫入與刪除類工具預設不開放,需營運者在工具白名單中明確列出。
適用情境
適合需要持久記憶且必須可稽核、受政策控管的助理情境,例如客服代理在權限規則下召回客戶資訊,或需要可證明刪除步驟的流程。適合願意自行執行嵌入式本機儲存、而非使用託管記憶服務的團隊。
執行需求
以本機 stdio 程序執行,從 PyPI 安裝 heartwood-memory 並以 uvx 啟動;開發檢查使用 Python 3.11。需要 HEARTWOOD_DB_PATH 指向本機 SQLite 資料庫;HEARTWOOD_TENANT 用於隔離記憶,HEARTWOOD_MCP_ALLOWED_TOOLS 設定工具白名單,預設唯讀。未宣告身分驗證。
安裝前請注意
伺服器自行保管金鑰並在召回時解密,程序可讀取記憶內容。刪除是依主體的金鑰銷毀流程,並非即時刪除保證,也不證明位元組層級內容已刪除。寫入與刪除類工具除非明確加入白名單,否則不開放。本機資料庫、附屬檔案及權杖或設定檔應排除在 Git 之外。採用 BSL 1.1 授權,並非 OSI 開源,僅小型組織可免費用於生產。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Heartwood Memory — governed memory for AI agents,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Desktop only,透過 STDIO。 STDIO 服務會啟動本機處理程序,因此需要 SourceWeft 桌面主機。

其他 MCP 客戶端

參照 儲存庫 中的啟動說明。

README

Heartwood Memory — governed memory for AI agents

Heartwood Memory is a governed memory store for AI agents: provenance-signed audit, policy-gated recall, tenant isolation, and a per-subject key-destruction proof on erasure.

License at a glance. Heartwood Memory 0.2.0 and later is source-available under the Business Source License 1.1 (BSL 1.1), not an OSI "open source" license. Non-production use is free at any size. Small Organizations—fewer than 100 employees and independent contractors and less than $1M in prior-tax-year revenue, as adjusted from 2019 under the license—may also use it in production at no charge. Each version converts automatically to the Apache License 2.0 four years after release. Versions 0.1.0–0.1.2 were MIT-licensed and remain MIT-licensed permanently.

Website · Compare Heartwood · FAQ · PyPI

Governed, source-auditable memory for AI agents, embedded beside your existing systems of record.

Heartwood is a cryptographic trust root for agent memory: every memory is signed, recall runs under policy before ranking, the audit log is hash-chained and tamper-evident, and erasure emits a falsifiable per-subject key-destruction receipt. The package ships as an embedded Python library with governed adapter surfaces that run on your infrastructure.

Honest boundary. Heartwood is managed-key: the server decrypts to serve recall. The receipts below are source-auditable today. Deletion is a per-subject key-destruction workflow, not an instantaneous deletion guarantee. See Key custody and erasure.

Install

bash
python -m pip install "heartwood-memory[recall,mcp]"

Development checks

From a source checkout, use Python 3.11 and install the declared development dependencies before running the local quality gate:

bash
python3.11 -m venv .venvsource .venv/bin/activatepython -m pip install -e ".[dev]"bash scripts/check.sh

scripts/check.sh runs Ruff and the full pytest suite. The optional Hermes Agent contract suite reports as skipped unless its separate integration dependency is installed. To install the same gate as a pre-commit hook without overwriting another hook, run bash scripts/install-hooks.sh.

Re-run the public trust suite

The public trust-receipts benchmark lives in the source repository rather than the installed wheel. Starting from a clean clone, run:

bash
git clone https://github.com/jermayne36/heartwood-memory.gitcd heartwood-memorypython3.11 -m venv .venvsource .venv/bin/activatepython -m pip install --quiet -e ".[dev]"python bench/run_benchmark.py --out .heartwood/trust-receipt.json

On Windows PowerShell, replace the activation line with .\.venv\Scripts\Activate.ps1.

The command exits non-zero if an executable contract or positive-control case fails, or if the benchmark's existing claim-anchor scan finds a violation. Its one-line terminal summary reports the live case counts; the JSON file contains the per-probe results and the separately published boundary cases.

5-minute quickstart

Remember a governed memory, recall it under policy, and emit a key-destruction receipt:

python
from heartwood import Heartwood, Policy, Principal, prove_crypto_erase_path
# 1. Open an embedded, tenant-scoped store.db = Heartwood(path="./heartwood.db", tenant="tenant:acme")
# 2. Remember. The record is signed and written to a hash-chained audit log.db.remember(    "Customer 42 is on the Enterprise plan.",    subject="customer:42",    created_by="agent:support",    policy=Policy(classification="internal"),)
# 3. Recall. Policy gates the candidate set before ranking.principal = Principal(    id="agent:support",    tenant="tenant:acme",    roles=("support",),    clearance="internal",)out = db.recall(    "what plan is customer 42 on?",    principal=principal,    filters={"subject": "customer:42"},    k=5,)
for hit in out["results"]:    print(hit["content"], hit["provenance"]["signature_valid"])
# 4. Forget. This crypto-shreds the per-subject key and purges derived artifacts.receipt = db.forget(    "customer:42",    mode="hard",    actor="agent:support",    reason="right-to-erasure request",)db.close()
proof = prove_crypto_erase_path(    "./heartwood.db",    tenant="tenant:acme",    root_present=False,).to_dict()print(receipt["key_shredded"], proof["content_unrecoverable"])

Keep local artifacts out of Git. This repository's .gitignore does not propagate into downstream repositories. If you run these examples in another checkout, add equivalent ignores there for local Heartwood databases and sidecars, token/config files, root-local JSONL inputs, generated *-report.json files, and .venv/; alternatively, keep sensitive runtime state under an ignored .heartwood/ directory. Keep deliberate fixtures in non-root paths so they remain reviewable.

Want governed memory for an MCP-capable agent instead of a library? See the governed MCP quickstart and the Codex local-stdio quickstart. Write and erase verbs are not exposed by default; operators opt in by naming them explicitly.

What you get - five receipts

Governance you can inspect and re-run at the record level:

ReceiptWhat it doesBoundary today
Signed provenanceEvery memory is signed; the signature and content hash are re-verified at read and surfaced on each result.Default OFF surfaces verification state; opt-in FILTER drops failed records and ENFORCE fails before returning results. The signed scope does not cover authorization metadata.
Tamper-evident auditHash-chained append-only log; verify_chain() detects an in-place edit or dropped row.While the external AnchorSink and pinned verification root remain outside the attacker boundary, rollback at or below the latest anchor is detected; post-anchor rows remain an explicit open window.
Policy before rankingRecall is restricted to cleared records before ranking; denied records are not scored or returned, and neither the results nor the signed receipt carries a count of them.Source-auditable under the committed single-trust-domain pre-seed posture; multi-tenant deployment is not claimed.
Key-destruction receiptforget(mode="hard") destroys the per-subject key and purges derived artifacts.Reports per-subject key destruction and purge counts; it does not prove byte-level content deletion.
Faithfulness + egress gateGenerated memories fail closed unless they pass a faithfulness check; rejected egress requests block the external-model call.Unaccepted faithfulness results are blocked by default; store_unaccepted=True stores a generated_needs_review proposal, which typed ranking downweights.

Replacing a memory

From 0.2.10, when a new memory names the memory it replaces, or a file is edited or deleted through the memory tool (MCP memory or MemoryToolBackend), Heartwood's default recall stops returning the old text, including after a restart. Earlier versions of an edited file stay reachable only when history is asked for explicitly.

Limit. Heartwood does not detect replacements by itself: if a new memory is written without naming what it replaces, both stay current and the old one can still be recalled.

To name it, pass the old memory's id when you write the new one: db.remember(..., supersedes=old_id). History stays reachable with filters={"include_review_states": ["superseded"]} until forget() erases its subject. A memory-tool file written by an older release keeps its earlier versions in default recall until its next edit, rename or delete; see "Existing data" in the 0.2.10 changelog. Details: Recall visibility and retirement.

Key docs

Run the console script after installation:

bash
heartwood --help

License

From version 0.2.0, Heartwood Memory is source-available under the Business Source License 1.1 (BSL 1.1) — not an OSI "open source" license. You may read the source, run it locally, develop against it, evaluate it, and self-host it for non-production use at no charge. Small organizations (fewer than 100 people and less than $1M annual revenue) may also run it in production at no charge. Larger organizations need a commercial license for production use. Each version converts automatically to the Apache License 2.0 four years after its release.

Versions 0.1.0–0.1.2 are MIT-licensed and remain so permanently. See NOTICE for details. Commercial support, managed key custody, and hosted services are available separately.

Current Bias

Prove boring trust before building ambitious cognition:

  • provenance
  • typed memory routing
  • policy-aware recall
  • temporal state
  • deletion completeness
  • generated-memory faithfulness
  • repeatable evals

The cognitive database vision should be earned by evidence from these loops.

來源:README.md,提交 c0a4ace

工具

0
SourceWeft 尚未在沙箱中啟動過該軟體包,因此其工具未知。

版本歷史

3
  1. v0.2.9最新Oct 3, 2026
  2. v0.2.8Oct 2, 2026
  3. v0.2.7Sep 16, 2026

評分

已滿足適用檢查項的 40%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通25 分

    請保持端點能夠回應 MCP 握手;SourceWeft 每 30 天探測一次。

  • 已宣告認證方式10 分

    請在註冊中心條目中宣告憑證請求標頭,或保持端點能夠回應探測,以便判定其認證方式。

  • 已列出工具15 分

    請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。

  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

    請在儲存庫或註冊中心條目中宣告授權條款。

其他 Memory 整合