Context7
Up-to-date docs for AI agents
Descripción del creador (original en inglés)
Local-first biological memory for coding agents: recall, consolidation, and pre-action Guard checks.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
AUDREY_DATA_DIR, AUDREY_AGENT, AUDREY_EMBEDDING_PROVIDER, AUDREY_LLM_PROVIDER, AUDREY_ENABLE_ADMIN_TOOLSNecesitas
¿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": {
"audrey": {
"command": "npx",
"args": [
"-y",
"audrey"
],
"env": {
"AUDREY_DATA_DIR": "your-value",
"AUDREY_AGENT": "your-value",
"AUDREY_EMBEDDING_PROVIDER": "your-value",
"AUDREY_LLM_PROVIDER": "your-value",
"AUDREY_ENABLE_ADMIN_TOOLS": "your-value"
}
}
}
}Ejecuta esto en tu terminal
claude mcp add audrey --env AUDREY_DATA_DIR=your-value --env AUDREY_AGENT=your-value --env AUDREY_EMBEDDING_PROVIDER=your-value --env AUDREY_LLM_PROVIDER=your-value --env AUDREY_ENABLE_ADMIN_TOOLS=your-value -- npx -y audreyCompleta los valores vacíos antes de ejecutarlo.
Pégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"audrey": {
"command": "npx",
"args": [
"-y",
"audrey"
],
"env": {
"AUDREY_DATA_DIR": "your-value",
"AUDREY_AGENT": "your-value",
"AUDREY_EMBEDDING_PROVIDER": "your-value",
"AUDREY_LLM_PROVIDER": "your-value",
"AUDREY_ENABLE_ADMIN_TOOLS": "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.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"audrey": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"audrey"
],
"env": {
"AUDREY_DATA_DIR": "your-value",
"AUDREY_AGENT": "your-value",
"AUDREY_EMBEDDING_PROVIDER": "your-value",
"AUDREY_LLM_PROVIDER": "your-value",
"AUDREY_ENABLE_ADMIN_TOOLS": "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.
AUDREY_DATA_DIR envAUDREY_AGENT envAUDREY_EMBEDDING_PROVIDER envAUDREY_LLM_PROVIDER envAUDREY_ENABLE_ADMIN_TOOLS envEsta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 6 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub Evilander, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
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.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
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).
El repo de GitHub cambió por última vez –, y la última versión (2.1.1) llegó al registro hace 8 días.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Node.js en tu computadora.
En la misma categoría: Context7, Codebase Memory, Exa
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
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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 that shows up before your coding agent makes the same mistake twice.
Audrey gives Codex and Claude Code one local, evidence-backed memory loop: remember what mattered, recall it automatically, check before acting, and learn from what happened next.
You fix the deploy command on Monday. On Thursday, a fresh session tries the broken version again.
Audrey brings relevant project memory into the next session, checks supported tool calls before they run, and links their reported outcomes to the check that preceded them. A Guard decision carries evidence IDs you can inspect. Grounding can flag memories that reference deleted files or package scripts.
Try the SQLite-backed demo before configuring a host:
npm exec --yes --package=audrey -- audrey demo --scenario repeated-failure
The demo simulates a failed deploy, passes read-only inspection commands through the hook, and checks a proposed retry. It does not execute a deployment or change host configuration. After npm fetches the package, the demo needs no API key, model download, or network call.
Install Audrey once, review the hooks once, and then use Codex or Claude Code normally.
npm install -g audrey
audrey install --host auto
Requires Node.js 22.16+ (22.x) or 24+. SQLite is built into Node, so fresh installs and npx launches work without approving dependency scripts. npm 11.17+ may warn about dependency scripts, and npm 12 may report that it blocked them; those scripts are not required for Audrey's CPU embedding runtime.
auto configures whichever supported CLIs are installed. You can choose one explicitly:
audrey install --host codex
audrey install --host claude-code
Restart the host after installation. Codex asks you to trust non-managed hooks once through /hooks; Claude Code may also ask you to approve project or plugin components. Audrey is automatic after that explicit install-and-trust step—never secretly installed.
Autopilot then closes the loop:
| Moment | What Audrey does |
|---|---|
| Session starts | Injects a compact, agent-scoped memory briefing |
| You send a prompt | Recalls relevant evidence; explicitly durable phrases such as “remember that…” or “I prefer…” can become memories |
| Bash/edit/write is proposed | Checks exact prior failures, trusted rules, procedures, contradictions, and memory health |
| The tool finishes | Correlates tool_use_id to the Guard receipt and records the redacted outcome |
| A tool failure is reported | Forms a durable, sanitized failure memory for the next attempt |
| The turn stops or context compacts | Runs lightweight, due-only consolidation without holding the conversation open |
An outcome reflects the tool's reported status. A zero exit code can still produce stale or incorrect output. Custom integrations can declare required result checks in beforeAction and supply the actual output to afterAction. Guard then records a mismatch as failed and an unverifiable reported success as unknown. Audrey does not generate application-specific checks or infer the expected values.
Each hook event carries a host-declared timeout (30 seconds for the PreToolUse Guard check). Audrey caps individual hosted embedding/LLM requests below that deadline; this is not a deadline for the entire hook, and local model initialization has no equivalent internal timeout. Errors caught by Audrey fail open by default: the hook emits no decision. Set AUDREY_HOOK_FAIL_CLOSED=1 to deny a PreToolUse action on a caught error. If the host terminates the process first, the host determines what happens. Other lifecycle hooks have no deny path and always degrade open on caught errors.
The first attempt fails:
$ npm run deploy
Error: deployment target is missing
Audrey keeps a redacted trace and an action fingerprint. If another session under the same agent identity proposes that action, Guard can deny the retry with evidence. A later recorded success for that fingerprint clears the exact-failure block. If the failed action declared result checks, recovery must pass the same checks. The default exact-failure window is seven days; other memory warnings are evaluated separately.
Fixing a file or deployment target does not itself clear the block. For a deliberate retry, the Guard API accepts acknowledgePriorFailure: true (MCP/REST: acknowledge_prior_failure; CLI: --acknowledge-prior-failure). Autopilot also recognizes retry language in the current user prompt. Acknowledgement lowers the exact-failure block to a warning and preserves its evidence; it does not bypass separate policy warnings.
Guard does not yet evaluate whether a natural-language prerequisite has been satisfied. A trusted must-follow memory can keep blocking even after its suggested repair succeeds. Review the cited rule when that happens; changing a command's spelling is not proof that its underlying problem is fixed.
Inspection commands such as grep, git status, and cat normally need no memory check. A non-zero exit from grep can simply mean there was no match.
A command whose every part is positively recognised as read-only skips Guard. The classifier rejects command substitution, redirects other than /dev/null, sudo, xargs, and environment assignments that could change command resolution. Inspection outcomes can be recorded, but are excluded from failure learning. Unrecognised commands remain guarded.
$ grep -rn "prisma" src/ Guard: silent
$ git status --short Guard: silent $ cat prisma/schema.prisma Guard: silent $ npm run deploy Audrey Guard: BLOCKED
This excerpt illustrates the output of audrey demo --scenario repeated-failure.
When Guard does speak, it names the memory it is speaking from, and a remembered failure is matched to the proposed command by what it runs (npm run deploy against npm run deploy), not by how similar two strings look to an embedding.
Commands with execution-capable options or lifecycle scripts are guarded, including git ls-remote --upload-pack=..., npm pack --dry-run, and ss -K. The classifier is a convenience for ordinary inspection commands, not an operating-system sandbox. Repository configuration, shell expansion, and programs invoked by a reader can change what a command does. Use host permissions or a sandbox when enforcement is required.
Audrey treats memory as more than a pile of text chunks.
Every context packet includes memory IDs, confidence, provenance where available, and a reason for inclusion. Uncertain or disputed memories are labeled as such. Retrieved content is wrapped with a simple rule: memory is evidence, not authority; current system and user instructions always win.
Age is not the only way a memory goes wrong. A note saying "ship with npm run deploy:prod" is perfectly recent, well sourced, and completely wrong the day that script is deleted. Worse, every recall reinforces it, because retrieval counts as evidence that a memory is useful. A confidently stated, well-supported, false instruction is more damaging than no memory at all.
Audrey checks a narrow, useful part of this problem: whether referenced repository paths and package script names still exist. When a memory is written with project context, it records only anchors that resolve at that moment. A missing anchor can then distinguish a later repository change from a reference that never resolved.
Existence does not establish correctness. A script can keep its name while changing behavior, and an intact file can contain obsolete instructions. Grounding does not execute scripts, prove a fix, or verify arbitrary claims in prose.
audrey ground
[audrey] Grounding memories against /home/you/project
[audrey] Checked 14: 12 still true, 2 broken, 0 repaired. [audrey] 01K8ZQ... references a missing npm_script: deploy:prod [audrey] 01K8ZR... references a missing path: scripts/release.mjs
Broken memories are not deleted. They keep their content, say plainly what they still refer to, and take a confidence penalty so they stop leading by default while remaining readable and repairable. They also stop being eligible for the packet's must-follow section — that is the section that can force a Guard block, and a rule naming a file that no longer exists is a rule nobody can follow.
Repair is symmetric. Restore the file or the script and the next check clears the flag. A checkout that has moved reports unknown rather than broken, because a memory should not be discredited for describing a project this machine cannot currently see.
Memories with no checkable claims are left unlabeled. Silence is not a clean bill of health, and presenting it as one would be the same mistake pointed the other way.
Most of this runs on its own once Autopilot is installed. You do not invoke recall, and you do not invoke Guard. The table is here for the parts you would reach for deliberately, and so the automatic parts are legible rather than magic.
| What | When you want it | Why it helps | How |
|---|---|---|---|
| Autopilot | Always, after one install | The whole point. Memory arrives before the agent acts instead of after you notice it went wrong. | audrey install --host auto, restart the host, approve hooks once |
| Guard | Automatic, before supported edit, write, or shell tool calls | Checks action fingerprints against recorded failures and surfaces memory warnings. Recognised read-only commands skip the check. Repairing the repository alone does not clear a prior failure. | Runs at PreToolUse. Manually: audrey guard --tool Bash --strict |
| Grounding | After deleting or renaming things a memory might mention | Flags previously observed paths or package script names that no longer exist. | audrey ground, or let the maintenance sweep do it |
| Session briefing | Automatic at session start | Small, scoped packet instead of pasting context every time. Unchanged memories inject once per session; changes to content or standing are sent again. | SessionStart hook. Preview with audrey greeting |
| Explicit capture | When you say "remember that…" or "I prefer…" | Deliberate memories are worth more than inferred ones, and phrasing it that way is enough. | Just type it. Autopilot picks up those sentence shapes |
| Consolidation | Automatic when idle; manually before a long break | Repeated ep
Solo se muestra el principio; lee el resto en el repo