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Memory Pulse

de t-crewversión 0.16.1i★ –iSe ejecuta en tu computadora
Nombre en el registroio.github.t-crew/memory-pulse

Instalar

Resumen

Descripción del creador (original en inglés)

Give any agent self-improving memory you can trust in production. Built-in memory security.

Los tres pilares de PopNx MCP

Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.

Qué puedes hacer con él

Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.

  • Conexión: Se ejecuta en tu computadora
  • Transporte: stdio
  • Categoría: Búsqueda y memoria de IA
  • Debes completar: MEMORY_PULSE_KEY

Instalación

Elige la app de IA que usas y copia la configuración.

Antes de instalar

  • Revisiones básicas: 1 de 1 superadas
  • Se ejecuta en tu computadora con los permisos de tu usuario (archivos, red, apps).
  • Debes completar tú: MEMORY_PULSE_KEY, MEMORY_PULSE_LEDGER, MEMORY_PULSE_BOARD

Los valores marcados como secretos son llaves de tu cuenta. Nunca los compartas ni los pegues en un chat.

Necesitas

  • npmNode.js instalado (para el comando npx)

¿Qué app usas?

Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.

Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json

{
  "mcpServers": {
    "memory-pulse": {
      "command": "npx",
      "args": [
        "-y",
        "memory-pulse"
      ],
      "env": {
        "MEMORY_PULSE_KEY": "your-value",
        "MEMORY_PULSE_LEDGER": "your-value",
        "MEMORY_PULSE_BOARD": "your-value"
      }
    }
  }
}

Ejecuta esto en tu terminal

claude mcp add memory-pulse --env MEMORY_PULSE_KEY=your-value --env MEMORY_PULSE_LEDGER=your-value --env MEMORY_PULSE_BOARD=your-value -- npx -y memory-pulse

Completa los valores vacíos antes de ejecutarlo.

Abrir en Cursor

O copia la configuración tú

Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json

{
  "mcpServers": {
    "memory-pulse": {
      "command": "npx",
      "args": [
        "-y",
        "memory-pulse"
      ],
      "env": {
        "MEMORY_PULSE_KEY": "your-value",
        "MEMORY_PULSE_LEDGER": "your-value",
        "MEMORY_PULSE_BOARD": "your-value"
      }
    }
  }
}

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Abrir en VS Code

O copia la configuración tú

Pégalo en .vscode/mcp.json de tu proyecto

{
  "servers": {
    "memory-pulse": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "memory-pulse"
      ],
      "env": {
        "MEMORY_PULSE_KEY": "your-value",
        "MEMORY_PULSE_LEDGER": "your-value",
        "MEMORY_PULSE_BOARD": "your-value"
      }
    }
  }
}

Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.

Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.

Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.

Valores que debes completar

  • MEMORY_PULSE_KEY secreto env
    License key (optional; free tier without one)
  • MEMORY_PULSE_LEDGER env
    Ledger file path (default ./.memory-pulse/events.jsonl)
  • MEMORY_PULSE_BOARD env
    Shared agent message board file; set it to add board_post and board_read

Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.

Qué puede hacer

Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.

Revisiones básicasi

Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026

  • ✓ Superada

    El creador coincide con el repo

    El nombre en el registro se verificó con la cuenta de GitHub t-crew, dueña del repo

  • … Aún sin revisar

    Sigue en mantenimiento

    Todavía no hemos leído este repo en GitHub

  • … Aún sin revisar

    Tiene licencia

    Todavía no hemos leído este repo en GitHub

  • – No aplica

    El endpoint responde

    Este se ejecuta en tu computadora; no hay endpoint en internet

  • – No aplica

    Inicio de sesión con OAuth

    Se ejecuta en tu computadora y usa ajustes locales en su lugar

  • … Aún sin revisar

    Sin instrucciones ocultas en las descripciones de herramientas

    Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet

Comparado con otros en Búsqueda y memoria de IAi

  • Más estrellas que el 0% de los otros 7234 servidores de esta categoría
  • Publicado en el registro más recientemente que el 73% de los otros 7234 servidores de esta categoría
  • Revisiones básicas iguales o mejores que el 100% de los otros 7234 servidores de esta categoría

Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.

Preguntas frecuentes

¿Es seguro Memory Pulse?

Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.

¿Qué claves o códigos necesita?

Debes completar: MEMORY_PULSE_KEY

¿Se ejecuta en mi computadora o en la nube?

Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).

¿Sigue en mantenimiento?

El repo de GitHub cambió por última vez –, y la última versión (0.16.1) llegó al registro hace 14 días.

¿Qué apps pueden usarlo?

Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.

¿Qué puedo usar en su lugar?

En la misma categoría: Context7, Codebase Memory, Exa

Alternativas

Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.

Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi

Context7

de upstash

Up-to-date docs for AI agents

Computadora o nube★ 64.224MITActualizado hace 3 días
Instalar

Codebase Memory

de DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Se ejecuta en tu computadora★ 48.148MITActualizado hace 20 días
Instalar

Exa

de exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Se ejecuta en la nube★ 5213MITActualizado hace 44 días
Instalar

README del creador

Abrir el README

Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.

memory-pulse

Site: pulse.strategic-innovations.ai, where the guard runs in the browser. Compare with Mem0, Zep, Letta and CLAUDE.md. Guide: docs/GUIDE.md, the day-to-day protocol with runnable examples.

Give any agent self-improving memory you can trust in production.

Every correction is kept, put in front of your agent when it matters, and enforced. Memory security is built in: a stored note that reads like an instruction never reaches your agent, every row is hash-chained so any edit to the record shows, and a guard blocks the edit that writes a retired value back.

Your agent acknowledged the correction, then wrote the old value back next session. memory-pulse records it once, puts it at the top of every session, and blocks the edit that reintroduces it, quoting the line that retired it. For Claude Code, Codex, Cursor, any MCP client and GitHub Actions. The record is a file in your own repository.

Most memory tools stop at showing the correction to the model. The guard is the part that acts on it.

The four tool definitions come to 3,406 chars, 3.3 KB, about 900 tokens at 3.8 chars per token, measured 2026-09-09. test/client.test.js fails the build past 4,000 chars or 60 tokens either side of 900. Independent measurements put a typical five to ten server MCP setup at 50-67k tokens of tool definitions before your first prompt, roughly a third of a 200k context window.

What it does

A session ends and everything it learned goes with it. memory-pulse keeps a ledger of cause -> effect events in a local file, and gives the agent four tools over it:

toolwhat it doesruns
rememberrecord a finding (or a correction)locally, offline
pulsere-enter the project on a ranked brief, sized to a budget you sethosted engine
recallwhat caused X? what did X cause? when was the link strongest?hosted engine
executerun JS against memory in a sandbox, where only the return value enters contexthosted engine

Two design decisions do the heavy lifting.

Corrections come first, always. An event recorded with kind: "correction" outranks everything at every brief size and never decays. The failure this prevents is your agent confidently quoting the benchmark number you withdrew three sessions ago.

A weak answer returns nothing. When recall cannot clear its confidence floor it returns an empty result, and the brief says so.

Install

Every route, host by host, with what runs on each: docs/INSTALL.md (also at pulse.strategic-innovations.ai/install).

Six routes. Pick the row for your agent. Node 18 or newer (package.json engines); the test suite runs on 22 and 24.

remember and help from the shell arrive in 0.5.9. npm served 0.5.8 on 2026-09-09, where both exit 1 with unknown command. If npx serves an older cached release, pin this one: npx -y memory-pulse@0.16.1; from a checkout, run node server.mjs. Four more things in this README are 0.5.9 behaviour and differ on 0.5.8: guard --verbose names non-JSON stdin on stderr (0.5.8 prints nothing), handoff with no transcript writes nothing and says handoff skipped (no transcript) (0.5.8 records a row that reads asked: n/a | files: none), remember reports boundFromEffect when it read the terms out of the effect slug, and a replacement term under 2 characters is dropped like a withdrawn one. 0.5.8's install-hook --codex also says trust the two memory-pulse entries while writing three hooks: trust all three.

One line, any shell. Installs the Claude Code hooks, the Codex hooks when codex is on PATH, and registers the MCP server. It prints its plan first, runs nothing as root, and downloads nothing itself (npx caches the package under ~/.npm). Append -s -- --dry-run after bash to see the commands without running them, or -s -- --project to write the hooks and the Claude Code MCP registration into the current repository. codex mcp add has no project scope; it writes ~/.codex/config.toml on each machine under either flag.

curl -fsSL https://pulse.strategic-innovations.ai/install.sh | bash

Claude Code, as a plugin. Skill, MCP tools and two hooks (SessionStart brief, PreToolUse guard) from this repo, typed inside Claude Code:

/plugin marketplace add t-crew/memory-pulse

/plugin install memory-pulse@memory-pulse

claude plugin details memory-pulse shows what you pay. About 120 tokens are always on, which is the skill's description (Claude Code, 2026-09-01). The four tool schemas resolve at runtime and the hooks are free. The hooks run the plugin's own server.mjs, so what enforces your corrections is the version you installed. The plugin does not carry the PreCompact handoff; to add it, put this entry under hooks.PreCompact in ~/.claude/settings.json:

{ "hooks": [{ "type": "command", "command": "npx -y memory-pulse handoff" }] }

Codex CLI, as a plugin. Same files, read from .codex-plugin/plugin.json:

codex plugin marketplace add t-crew/memory-pulse

codex plugin add memory-pulse@memory-pulse

Then, inside Codex, run /hooks and trust the three memory-pulse entries (session start, prompt and guard). Codex runs no hook it has not shown you, and installing a plugin does not trust its hooks. That is Codex's rule and a good one.

npm, global install. install-hook writes four hooks into ~/.claude/settings.json: SessionStart brief, UserPromptSubmit prompt, PreToolUse guard and PreCompact handoff. --codex targets ~/.codex/hooks.json instead, --project writes them into the repository, and --ambient adds the UserPromptSubmit observer.

npm i -g memory-pulse

memory-pulse install-hook

Claude Code or Codex without the plugin. Register the stdio server, then add the hooks:

claude mcp add memory-pulse -- npx -y memory-pulse

codex mcp add memory-pulse -- npx -y memory-pulse npx memory-pulse install-hook # Claude Code: ~/.claude/settings.json npx memory-pulse install-hook --codex # Codex: ~/.codex/hooks.json (then /hooks to trust each entry) npx memory-pulse install-hook --cursor # Cursor: ~/.cursor/hooks.json (brief, fail-closed guard, capture)

claude mcp add without a scope registers the server for the current directory; -s user registers it once for every project. codex mcp add has no scope flag and writes ~/.codex/config.toml (codex-cli 0.153.2, 2026-09-09). Add --project to install-hook and the hooks are written into the repo, at .claude/settings.json or .codex/hooks.json. Commit that and every clone is re-entered and guarded with nothing for anyone to install. A Codex clone still trusts the entries once via /hooks, and a scripted codex exec needs that trust in place beforehand.

Cursor. Cursor runs hooks, so npx memory-pulse install-hook --cursor (or --cursor --project for .cursor/hooks.json in the repo) gives Cursor the same brief, guard and capture as Claude Code: the brief at session start, the guard on every write and shell command (fail-closed, so a broken guard blocks rather than passes), and capture with fixes and open threads. For the MCP tools, register command: npx with the args below in .cursor/mcp.json or ~/.cursor/mcp.json. Written from Cursor's hook reference (cursor.com/docs/agent/hooks, read 2026-10-21) and tested against its documented payloads; not yet run inside Cursor itself.

Other stdio clients. The same MCP entry works in any client that speaks MCP over stdio.

{ "mcpServers": { "memory-pulse": { "command": "npx", "args": ["-y", "memory-pulse"], "env": { "MEMORY_PULSE_KEY": "" } } } }

A rule file at .cursor/rules/memory-pulse.mdc tells the agent to call pulse before answering about prior work; the guide has the text.

From source. server.mjs plus the plain modules in lib/, zero dependencies:

git clone https://github.com/t-crew/memory-pulse.git

cd memory-pulse && node server.mjs brief --offline

The second command prints the corrections in this repository's own committed ledger, so you see the output format before installing anything.

What each host runs

Read from server.mjs and hooks/hooks.json, 2026-10-21.

Claude Code pluginCodex plugininstall-hookinstall-hook --cursorother MCP clients
four toolsyesyeswith claude mcp add or codex mcp addwith .cursor/mcp.jsonyes
brief at session startyesafter /hooks trustyesyesno
guard before an edit`Edit\Write\MultiEdit\apply_patch\Bash`apply_patch measured, after trust; Bash is in the matcher, unmeasured in Codex (2026-09-09)`Edit\Write\MultiEdit\Bash (Claude Code), Edit\Write\apply_patch` (Codex)`Write\Shell`, fail-closedno; check --ci in CI
capture and consolidationyesafter /hooks trust, unmeasured in Codexyes for Claude Code (--no-capture leaves it out); not for --codexyesno
handoff before compactionnonoyesnono
ambient capturemode agentno--ambient or mode agentnono
CLI and GitHub Actioneverywhereeverywhereeverywhereeverywhereeverywhere
First run

The hooks stay silent in a project that has no ledger: brief prints nothing and exits 0. The first remember creates .memory-pulse/events.jsonl, from a tool call or from the shell:

npx -y memory-pulse@0.16.1 remember pricing-shipped price-corrected --kind correction --withdrawn '$49' --replacement '$29' --note 'measured willingness to pay is $29'

before 0.6.0 is on npm, the same command from a checkout:

git clone https://github.com/t-crew/memory-pulse.git && node memory-pulse/server.mjs remember pricing-shipped price-corrected --kind correction --withdrawn '$49' --replacement '$29' --note 'measured willingness to pay is $29'

The hook command install-hook writes is npx -y memory-pulse guard, and npx resolves the package on every call: 0.99 s warm and 1.4 s cold (empty npm cache) per edit on an M1 Pro on 2026-10-16 with 0.8.0, against 52 ms for node server.mjs guard on the same ledger, which is the path the plugin runs. If the cost matters, install the plugin, or install globally and edit the hook command to memory-pulse guard.

Where the key goes

export MEMORY_PULSE_KEY=mp_live_... in the shell that starts Claude Code or Codex; the plugins and the hooks read the shell environment. On claude mcp add, pass --env MEMORY_PULSE_KEY=.... In Cursor, the env block above. Do not also run claude mcp add on a plugin install, or you get two servers.

Corrections are enforced, not only surfaced

Showing an agent a correction is not enough. TRACE (arXiv 2606.13174) measured agents re-violating more than half of the corrections they had been shown, with a memory tool installed. The PreToolUse guard sees every Edit, Write and MultiEdit in Claude Code, plus a Bash command whose write is literal in the command string (a heredoc, a redirect or a tee, read with nothing executed), and every apply_patch in Codex, where one patch may touch several files and each is checked under its own path. An edit that writes back a withdrawn value is blocked, and the agent is told which ledger line retired it and when. An edit that names the replacement beside the old value passes, because "was $49, now $29" is a comparison. Only a bare reintroduction is blocked. A shell command who

Solo se muestra el principio; lee el resto en el repo

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