Finance Toolkit
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Descripción del creador (original en inglés)
Agent guardrails: contract, evidence ledger, loop brake, diff-scope warnings, durable journal.
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.
Necesitas
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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": {
"protect-context": {
"command": "uvx",
"args": [
"protect-context",
"mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add protect-context -- uvx protect-context mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"protect-context": {
"command": "uvx",
"args": [
"protect-context",
"mcp"
]
}
}
}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": {
"protect-context": {
"type": "stdio",
"command": "uvx",
"args": [
"protect-context",
"mcp"
]
}
}
}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.
Esta 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 7 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub XJTLUmedia, 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 (2.0.0) llegó al registro anteayer.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Finance Toolkit, SolidInvoice, Korea Tax Calculator
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
500+ transparent financial methods calculated from raw statements, not third-party endpoints.
Create and send invoices and quotes, manage clients, and track payments in SolidInvoice.
Korean tax calculation and tax-audit judgment MCP: 96 tools with statutory citations.
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.
Durable context, real evidence, and a brake pedal for AI coding agents.
protect-context keeps the rules, decisions, and proof-of-work an agent needs in front of it — then makes scope creep, unverified claims, and repeated failures visible *before* they cost you a session.
One project-local .agent-guard/ store · three interfaces backed by the same logic:
| Interface | Use it for | Runtime |
|---|---|---|
| pi extension | Automatic brief injection, status widget, loop blocking, diff warnings, risky-command confirmation | TypeScript, loaded by pi via jiti |
| MCP server | Portable model/host access to the same tools | Python 3.10+, fastmcp |
| Python CLI | People, scripts, CI, and hosts without MCP | Python 3.10+ |
The suite is advisory-first. It records evidence and makes unsafe or repetitive behavior visible; it is not a sandbox and does not prove that a change is correct. SPEC.md is the frozen v1.0 contract.
Long agent sessions fail in boring, expensive ways:
protect-context treats those as state problems, not intelligence problems. A durable store plus three small habits — brief before work, evidence after work, journal when something is decided — removes most of the failure surface without turning the agent into a different agent.
| Primitive | What it gives you | Where you meet it |
|---|---|---|
| Brief | Owner task, contract, recent trusted decisions and corrections, a short unverified section for the agent's own notes, open loops, and the last evidence ID — injected before a turn and re-asserted mid-run after a compaction | Automatic in pi; orientation, status, guard_journal elsewhere |
| Orientation | Bounded repo digest: tree, languages, and conventions files (CLAUDE.md, AGENTS.md, CONVENTIONS.md, README.md, README) | Injected once per digest in pi; orientation in CLI/MCP |
| Evidence ledger | Every verification run recorded as ev-NNNN with exit code, duration, command, and a bounded output digest | guard_verify, protect-context verify, guard_evidence |
| Loop brake | Identical failing commands are fingerprinted; the Nth attempt is blocked instead of re-run | Hard block in pi and the CLI; reported through MCP |
| Scope audit | git diff stats over tracked, staged, and bounded untracked work, with ok / warn / hard verdicts | Widget and status in pi; diff, guard_diff_audit |
| Journal | Durable decision / correction / risk / note entries with tags and trust levels | guard_note, protect-context note, guard_journal |
| Recall | Keyword, tag, type, evidence-id, and command search over the retained journal and evidence window — no embeddings | guard_recall, protect-context recall; the brief names it when a cap hides entries |
| Risky-command confirm | Nine catastrophic shell patterns get one grouped confirmation instead of none | pi, when a UI is available |
| Preflight | Tool presence and versions plus Git worktree detection | preflight, guard_preflight |
| Context budget | Watermarks on context usage and hard caps on every injected block | Widget, budget, guard_budget |
Python 3.10+ is required for the CLI and MCP server. Node 22.19+ is required only to validate the TypeScript extension from a checkout — pi supplies the extension's runtime modules, and the extension has zero npm runtime dependencies.
Installed from npm. The package declares "pi": { "extensions": ["./extension/index.ts"], "image": "./preview.png" } and the pi-package keyword required by the Pi package gallery:
pi install npm:protect-context
pi -e npm:protect-context
Install it through pi, not through npm install. The extension declares pi's host modules (@earendil-works/pi-ai, @earendil-works/pi-coding-agent, typebox) as "*" peer dependencies, as Pi requires; Pi suppresses peer installation for managed npm packages, while a plain npm install protect-context does not. The second path downloads the whole pi runtime and surfaces advisories from that tree, which belong to the host and not to this zero-runtime-dependency extension.
Remove any hand-installed copy first — a directory such as ~/.pi/agent/extensions/protect-context or .pi/extensions/protect-context, or pi remove npm:protect-context if that copy came from npm. Two copies register the same tool names, and pi drops the second one:
Error: Failed to load extension "…/.pi/npm/node_modules/protect-context/extension/index.ts":
Tool "guard_verify" conflicts with /home/you/.pi/agent/extensions/protect-context/index.ts
One error is reported per tool (guard_verify, guard_note, guard_contract_check, guard_status, guard_journal, guard_recall), so nothing from the npm copy loads until the other copy is gone.
Or copy/symlink the checkout into a trusted extension directory:
# Personal
mkdir -p ~/.pi/agent/extensions cp -r extension ~/.pi/agent/extensions/protect-context
mkdir -p .pi/extensions cp -r extension .pi/extensions/protect-context
Start a session and you get a single-line status widget, a brief before the first turn, and five slash commands. No configuration file is needed: the extension seeds .agent-guard/config.json with the frozen defaults on first session start.
For pi with pi-mcp-adapter, add .mcp.json at the project root:
{
"mcpServers": { "protect-context": { "command": "/absolute/path/to/protect-context/.venv/bin/python", "args": ["-m", "protect_context.mcp_server"] } } }
The same stdio shape works in any generic MCP host. No checkout is needed either: uvx protect-context mcp runs the same server straight from PyPI. Set PC_SESSION_ID when several host sessions need distinct evidence and loop views:
{
"mcpServers": { "protect-context": { "command": "/absolute/path/to/protect-context/.venv/bin/python", "args": ["-m", "protect_context.mcp_server"], "env": { "PC_SESSION_ID": "my-session" } } } }
The MCP surface exposes the nine frozen v1.0 tools plus later read surfaces (guard_journal, guard_orientation, and guard_recall). Tools carry conservative MCP annotations; in particular guard_verify is marked destructive and open-world because it can run any shell command. Annotations are host hints, not enforcement — configure the host to require human approval for that tool.
pip install protect-context # or: pipx install protect-context
protect-context init # seed .agent-guard/ in the current project protect-context status protect-context verify "pytest -q" protect-context mcp # serve the MCP tools on stdio
The CLI and MCP server are distributed through PyPI; the npm package ships only the pi extension. Both read the same .agent-guard/ directory, so a project can use the extension in pi and scripted verification in CI at the same time.
# Python package, CLI, MCP server, and Python tests
python3 -m venv .venv .venv/bin/python -m pip install -e ".[dev]"
npm ci --ignore-scripts npm run check
If the machine's default Node is older than 22.19, run the same checks with an ephemeral Node 22 binary after npm ci:
npx -y node@22 node_modules/typescript/bin/tsc --noEmit -p extension/tsconfig.json
npx -y node@22 --experimental-strip-types --test extension/test/*.test.ts
Excerpts from a real session in this repository.
Ask for the current state:
$ protect-context status
PC status · session default · git 91fad4d Δdiff +88/-8 · 6 files · verdict ok loops: none contract 12 constraints conventions: README.md Nudge: verify changes with guard_verify and cite the evidence id before claiming success.
Record proof instead of asserting it:
$ protect-context verify --timeout 180 npm run check
PC verify ev-0005 · exit 0 · ok · 1440ms cwd: /path/to/project cmd: npm run check digest: … Nudge: cite this evidence id when claiming success.
A pipeline or || true is still recorded with the shell's real exit code, but the report says UNTRUSTED and the CLI exits 1. That exit 0 is not proof.
Re-run the same failing command a third time and the brake engages:
$ protect-context verify "npm test"
PC verify blocked · npm test · 3 prior failures Nudge: change approach or gather new information — do not re-run unchanged.
What pi injects before the agent starts working (sections elided):
contract:
01-obey-instructions: Obey the owner's explicit instructions and stated constraints exactly; when instructions conflict, ask instead of guessing. 02-evidence-before-success: Never claim success without citing a fresh verification run (evidence id or pasted output) for the exact claim. … decisions:
last verify: ev-0005 exit=0 'npm ru
Solo se muestra el principio; lee el resto en el repo