Delx Memory

io.github.davidmosiah由 GitHub 账号 davidmosiah 发布v0.2.3更新于 Oct 24, 2026

Local-first persistent memory MCP: shared SQLite key/value store, searchable, TTL-aware, secret-safe

发布方自己的服务:Memory.fit

已验证STDIO仅桌面数据库知识与记忆

概览

AI 生成的概览

本地优先的记忆服务器,为任意 MCP 客户端提供共享、可搜索的 SQLite 键值存储,让上下文跨会话、跨工具保留。

可以做什么
会话启动与存储检查:恢复简报、就绪状态、统计、能力与数据清单,以及面向代理的安装约定。读取记忆:按前缀、标签或时间列出键,读取单个键或最多 50 个批量键,并用 bm25 排序做全文搜索。写入记忆:在单个事务中新增或更新一个键或最多 50 个键,需显式用户意图标志。删除记忆:删除单个键或某个标签下的全部键。导出存储为 JSON、JSONL 或 Markdown。
适用场景
适合希望偏好、项目笔记或交接上下文在新对话中保留,并在同一台机器的不同 MCP 客户端之间共享,同时不把数据发送到云端记忆服务的情况。它是带全文搜索的键值存储,不是向量数据库,也不是密钥管理器。
运行要求
通过 npm 包 delx-memory 以 stdio 在本地运行(需要 Node.js 与 npx,或全局安装)。可选 HTTP 模式使用 DELX_MEMORY_TRANSPORT、DELX_MEMORY_HOST、DELX_MEMORY_PORT 和 DELX_MEMORY_ALLOWED_ORIGIN。SQLite 文件位置可用 DELX_MEMORY_PATH 设置,默认位于用户主目录下的点文件。未声明需要账号或 API 密钥。
安装前请注意
写入和删除会改变已存储的上下文;变更仅在调用方传入 explicit_user_intent 时执行,请检查这类调用。服务器会拒绝形似凭据的键和值,但它不是密钥管理器,同一台机器上的其他用户可能读取数据库文件。TTL 过期是惰性处理,释放的页可能仍留在磁盘上,且没有持久性保证,请备份该文件。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Delx Memory,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Desktop only,通过 STDIO。 STDIO 服务会启动本地进程,因此需要 SourceWeft 桌面宿主。

其他 MCP 客户端

参照 仓库 中的启动说明。

README

delx-memory

Local-first persistent memory MCP server. One shared SQLite store any MCP-speaking agent (Claude Desktop, Cursor, Hermes, OpenClaw, Codex) can read and write — so context survives across sessions AND across tools.

[npm version] [GitHub Release] [npm downloads] [status: beta] [license: MIT] [node: >=20] [Verified Release Index]

Why

Every chat client has its own ephemeral context. Quit the tab → preferences gone. Switch from Claude Desktop to Cursor → starting from scratch. Pin a side project in Hermes → invisible to the next agent.

delx-memory is a tiny MCP server that exposes a single shared SQLite file as a key/value memory layer. Any client that speaks MCP can read and write the same memory file → real continuity, real cross-tool context.

  • 15 tools — discovery + handoff + batch ops + FTS5 search + mutations gated by intent.
  • SQLite at ~/.delx-memory/db.sqlite (0700 dir, 0600 file).
  • Secret-blocking: refuses to store credential-shaped keys or values.
  • TTL support (lazy expiry on read).
  • Tags + prefix filters + FTS5 full-text search (bm25 ranking, stemming, diacritic folding; LIKE fallback if FTS5 is unavailable).
  • Mutations require explicit_user_intent: true so over-eager agents can't silently rewrite your context.
  • Zero telemetry. Zero phone-home. The file is yours.

Multi-agent namespaces

bash
# Agent ADELX_MEMORY_NAMESPACE=claude npx -y delx-memory
# Agent B (same machine, isolated keys)DELX_MEMORY_NAMESPACE=cursor npx -y delx-memory

Keys are stored as namespace::key. Omit the env var for a single global store (default).

Footprint / lightweight mode

  • Default transport is lite: tools-only MCP over stdio without loading the MCP SDK (biggest RSS win for always-on agents).
  • Full SDK surface (prompts + resources): delx-memory --sdk or DELX_MEMORY_TRANSPORT=sdk.
  • Optional HTTP: delx-memory --http (Express + SDK; still loopback by default).
  • DELX_MEMORY_LEAN=1 applies to the SDK path only (skip prompts/resources).
  • doctor --json reports rss_kb. Dominant remaining cost is Node + native better-sqlite3 (no embeddings).

Community measurements (custom transport vs SDK) pointed at the SDK tree as the main overhead — see issue #7.

Install + run

bash
# Run once (npx will download + boot)npx -y delx-memory doctor
# Or install globallynpm install -g delx-memorydelx-memory doctor

The doctor command checks Node version, DB writability, and file permissions, then prints next steps.


HTTP (v2 stateless)

Default is stdio. Optional Streamable HTTP — no session id, JSON responses, loopback only:

bash
npx -y delx-memory --http# GET  http://127.0.0.1:3030/health# POST http://127.0.0.1:3030/mcp   (sessionless)

Env: DELX_MEMORY_HOST, DELX_MEMORY_PORT, DELX_MEMORY_TRANSPORT=http.

Wire it into your MCP client

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS):

json
{  "mcpServers": {    "delx-memory": {      "command": "npx",      "args": ["-y", "delx-memory"]    }  }}

Then restart Claude Desktop. See examples/claude-desktop.json.

Cursor

Add to ~/.cursor/mcp.json. See examples/cursor.json.

Hermes

See examples/hermes.md.

OpenClaw

See examples/openclaw.md.

Codex CLI

See examples/codex.toml.


What makes it different (honest)

delx-memoryTypical cloud memoryGraph memory MCP
Data leaves your machineNoYesUsually no
Multi-client same storeYes (one SQLite)Account-boundProcess-local
Agent mutation safetyexplicit_user_intentVariesRare
Secret storageHard-refusedOften allowedOften allowed
Default RSS pathLite (no MCP SDK)N/AFull stack
Multi-agent isolationDELX_MEMORY_NAMESPACETenantsManual
SearchFTS5 bm25Embeddings (cost/leak)Graph walk

Not a vector DB. Not a second brain SaaS. Local continuity for agents that already have a model.

Tools (15)

Session start

ToolPurpose
memory_handoffOne-call resume brief: stats + recent keys (optional values). Prefer this at session start.
memory_agent_manifestMachine install/ops contract for agents.
memory_connection_status / memory_statsReadiness + store size.
memory_capabilities / memory_data_inventorySelf-description for agents.

Reads

ToolPurpose
memory_listKeys only; filters: prefix, tag, since (delta sync).
memory_get / memory_get_manyExact key or batch (max 50).
memory_searchFTS5 bm25 (+ LIKE fallback). See search quickstart.

Mutations (require explicit_user_intent: true)

ToolPurpose
memory_set / memory_set_batchUpsert one key or up to 50 in one transaction.
memory_forget / memory_forget_by_tagDelete one key or by tag.
memory_exportDump JSON / JSONL / Markdown.

Every mutation refuses to run unless the caller passes explicit_user_intent: true. The intent: an agent that decides on its own to update memory must show its work. The user can see the flag in the tool call and reject it if they didn't ask.


Privacy contract (read this)

delx-memory is NOT a secrets manager. Use macOS Keychain / gnome-keyring / Windows Credential Manager for those.

What we refuse to store:

  • Keys matching: oauth, token, secret, password, cookie, refresh, api_key, api-key, apikey, bearer, credential, session_id (case-insensitive).
  • Values matching credential shapes:
    • JWT tokens (eyJ…)
    • Bearer <token> headers
    • Stripe sk_live_… / sk_test_…
    • Slack xoxb-… / xoxp-… / etc.
    • GitHub github_pat_… / ghp_… / gho_… / ghs_… / ghr_…
    • OpenAI / Anthropic sk-… (with realistic length)
    • AWS access keys AKIA…
    • Authorization: <scheme> <token> strings
  • Nested objects are walked recursively — a nested field named refresh_token (even with an empty value) is rejected.

What stays local:

  • The DB file lives at ~/.delx-memory/db.sqlite.
  • Directory is created with mode 0700; file with mode 0600. (Best effort on Windows / WSL / non-POSIX filesystems.)
  • Nothing is uploaded. No telemetry. No phone-home.

What we do NOT promise:

  • Other users of the same machine (root, your sudo-using housemate) can read the file. Use full-disk encryption (FileVault, BitLocker, LUKS) if that matters.
  • TTL is best-effort. Expired rows are deleted lazily on next read; SQLite doesn't VACUUM automatically, so freed pages may sit on disk. For sensitive ephemera, treat the DB file like any other unencrypted dotfile.
  • No durability promise. Back up ~/.delx-memory/db.sqlite like any other dotfile if you care about losing it.

Example session

agent> memory_stats({})→ { total_keys: 0, db_path: "/Users/me/.delx-memory/db.sqlite", … }
user> Remember that I prefer concise responses in pt-BR.
agent> memory_set({  key: "user_preferences",  value: { language: "pt-BR", verbosity: "concise" },  tags: ["profile", "preferences"],  explicit_user_intent: true})→ { action: "created", key: "user_preferences", … }
# … new chat, possibly different tool …
agent> memory_list({ tag: "preferences" })→ [{ key: "user_preferences", updated_at: … }]
agent> memory_get({ key: "user_preferences" })→ { found: true, value: { language: "pt-BR", verbosity: "concise" } }

Storage layout

Default path~/.delx-memory/db.sqlite
OverrideDELX_MEMORY_PATH env var
Directory mode0700
File mode0600
Schemamemory(key PRIMARY KEY, value, created_at, updated_at, ttl_expires_at, tags, metadata)
Indexespartial index on ttl_expires_at, plus tags, updated_at
Per-value cap64 KB (JSON-serialized)
Per-key cap512 chars

CLI

delx-memory                Start MCP stdio serverdelx-memory --http         Start local HTTP MCP server (127.0.0.1:3030)delx-memory setup          Print MCP client config snippetsdelx-memory setup --json   Print as JSONdelx-memory doctor         Health check + next stepsdelx-memory doctor --json  Health check as JSONdelx-memory version        Print version

Environment

VarDefaultPurpose
DELX_MEMORY_PATH~/.delx-memory/db.sqliteDB file location
DELX_MEMORY_TRANSPORTstdiostdio or http
DELX_MEMORY_HOST127.0.0.1HTTP host
DELX_MEMORY_PORT3030HTTP port
DELX_MEMORY_ALLOWED_ORIGINhttp://HOST:PORTCORS origin

Development

bash
git clone https://github.com/davidmosiah/delx-memorycd delx-memorynpm installnpm test         # typecheck + build + smoke + secret-detector + ttl + tag-delete + metadata

See AGENTS.md for repo conventions, SECURITY.md for the security model and reporting policy, and CONTRIBUTING.md for PR rules.


License

MIT © 2026 David Batista. Code of Conduct.

Skill or MCP

Same package, two doors. MCP registers tools on stdio/HTTP. The skill can drive the same tools through the CLI when the client has no MCP:

bash
npx -y delx-memory call memory_connection_status --json '{}'

Copy skill/SKILL.md into your agent skills dir.

来源:README.md,提交 71db5b6

工具

0
SourceWeft 尚未在沙箱中启动过该软件包,因此其工具未知。

版本历史

1
  1. v0.2.3最新Sep 16, 2026

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其他 Memory 集成