Sparda MCP

Drive a SPARDA compiled Behavior Runtime to its full potential. Use this whenever you are connected to a backend running the SPARDA Runtime (compiled into a Unified Behavior Graph - UBG) — recognizable by the tools `sparda_get_context`, `sparda_info`, `sparda_confirm`, or composite tools. It teaches the graph-context-first workflow, how to exploit the response-recycling flywheel, the circuit-breaker, crystallized circuits, offline Twin simulations, and the two-phase confirm protocol for writes.

9 stars 1 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add zakariagharzouli/sparda --skill sparda-mcp

Manual install

git clone --depth 1 https://github.com/zakariagharzouli/sparda.git /tmp/sparda
mkdir -p ~/.claude/skills
cp -r /tmp/sparda/. ~/.claude/skills/sparda-mcp

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Driving a SPARDA Behavior Runtime

A SPARDA server is driven by a compiled **Unified Behavior Graph (UBG)** — the graph SPARDA's compiler produces from the host application's states, transitions, permissions, and side-effects, serialized under the **SBIR** specification. Instead of exposing raw, disconnected endpoints, SPARDA compiles the app into a deterministic behavioral model. The local **SPARDA Runtime** dynamically executes this graph inside the live host process, powering the MCP interface, the Twin simulation clone, and the Immune system offline.

> This skill covers the **runtime** (driving a live MCP server) — the live half of SPARDA's trust layer: *"AI writes. SPARDA proves."* The same graph also powers dev-time proof commands you run in the app's repo — `sparda review` (the behavior diff of a PR), `apocalypse` (prove the deploy), `timeless` (record/replay a request), `heal` (prove a fix), `mirror` (serve the graph), `ubg` (compile), `verify` (prove the compiler's laws). Those are CLI, not MCP tools; see the project README.

## Rule 0 — call `sparda_get_context` first, every session

Before anything else, call **`sparda_get_context`** (no params). It returns the *live* state of the SPARDA Behavior Graph:

- the active routes/tools, workflows, and type-propagated schemas;
- `runtime` — current stats (calls, errors, quarantine states, Twin mode active);
- the last ~20 **events** (errors, latency anomalies, immune alerts);

Read the full skill on GitHub

Details

Skill name: sparda-mcp
Repository: zakariagharzouli/sparda
Repo updated: 16 September 2026
Listed in: hesreallyhim/awesome-claude-code

FAQ

What does the Sparda MCP skill do?

How do I install the Sparda MCP skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add zakariagharzouli/sparda --skill sparda-mcp. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Sparda MCP popular?

It lives in zakariagharzouli/sparda, which has 9 GitHub stars and 1 forks, and is included in 1 curated skill list.

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