pampa-mcp-usage

pampa-mcp-usage is a cursor rule for Cursor from tecnomanu/pampa. It costs 0 tokens per session (465 once invoked), scanned A, original, ISC.

A rule for using PAMPA, a code-memory system that indexes a project and supports searches by meaning. It tells the agent when to check the index, search existing code, inspect code sections, and refresh the index.

In plain words
What is it for?
Use it at the start of sessions, before creating functions, and after modifying code in an indexed project.
Why use it?
It helps agents reuse existing code and keep PAMPA’s project knowledge current after changes.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

Good fit Use it at the start of sessions, before creating functions, and after modifying code in an indexed project.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/tecnomanu/pampa/pampa-mcp-usage
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/tecnomanu/pampa

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for pampa-mcp-usage

README.md
[![agentmods](https://agentmods.dev/badge/rules/tecnomanu/pampa/pampa-mcp-usage/github.svg)](https://agentmods.dev/rules/tecnomanu/pampa/pampa-mcp-usage)
Your own site
<a href="https://agentmods.dev/rules/tecnomanu/pampa/pampa-mcp-usage"><img src="https://agentmods.dev/badge/rules/tecnomanu/pampa/pampa-mcp-usage/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for pampa-mcp-usage

Your own site · 80×15
<a href="https://agentmods.dev/rules/tecnomanu/pampa/pampa-mcp-usage"><img src="https://agentmods.dev/badge/rules/tecnomanu/pampa/pampa-mcp-usage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Nothing until a file matches its globs; then the whole rule loads.
When invoked 465 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00465
Opus 5 $0.00000 $0.00233
Sonnet 5 $0.00000 $0.00093
Haiku 4.5 $0.00000 $0.00047

Measured 9d ago against content hash e66e88959d4e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

pampa-mcp-usage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.cursor/rules/pampa-mcp-usage.mdc · 53 lines

What it actually says

PAMPA MCP Usage Rule

You have access to PAMPA, a code memory system that indexes and allows semantic search in projects. This rule is based on RULE_FOR_PAMPA_MCP.md.

Important: Language Usage

ALWAYS use English for all PAMPA queries and searches. The semantic search engine is optimized for English technical terms and provides significantly better results than other languages.

Examples:

  • ✅ Good: "user authentication", "payment processing", "database connection"
  • ❌ Avoid: "autenticación de usuario", "procesamiento de pagos"

Basic Instructions

  1. ALWAYS at the start of a session:

    • Run get_project_stats to check if the project is indexed
    • If no database exists, run index_project
    • Run update_project to sync with recent changes
  2. BEFORE creating any function:

    • Use search_code with semantic queries like "user authentication", "validate email", "error handling"
    • Review existing code with get_code_chunk before writing new code
  3. AFTER modifying code:

    • Run update_project to update the knowledge base
    • This keeps the project memory synchronized

Available MCP Tools

  • search_code(query, limit, path) - Search code semantically in the project
  • get_code_chunk(sha, path) - Get complete source code of a specific chunk
  • index_project(path, provider) - Index project for the first time
  • update_project(path, provider) - Update index after code changes
  • get_project_stats(path) - Get project statistics and overview

Strategy

Use PAMPA as your project memory. Search before creating, keep updated after changes, and leverage existing knowledge to avoid code duplication.

Example Workflow

1. get_project_stats() → Check if project is indexed
2. search_code("authentication function") → Find existing auth code
3. get_code_chunk(sha_from_search) → Review implementation
4. [Make code changes]
5. update_project() → Sync new changes to memory
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 53 lines · 0 tokens per session scan A e66e88959d4e

Subscribe to this mod's changes

pampa-mcp-usage is a cursor rule published in the GitHub repository tecnomanu/pampa (30 stars, last pushed 11mo ago), licensed ISC. It costs nothing until one of its globs matches a file; then it loads 465 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.