source-command-sparc-mcp

source-command-sparc-mcp is a skill for Claude Code, Codex from ayushcodes10/echo-mem. It costs 31 tokens per session (856 once invoked), scanned A, original, Apache-2.0.

A workflow for connecting software to external services through MCP interfaces, which let an application use tools provided by another service.

In plain words
What is it for?
Use it to connect external APIs and services, configure access, transform data, validate responses, and add retries or request batching.
Why use it?
It addresses the difficult parts of service integration, including authentication, data conversion, failed requests, validation, and safe credential handling.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions Codex.

Good fit Use it to connect external APIs and services, configure access, transform data, validate responses, and add retries or request batching.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ayushcodes10/echo-mem/source-command-sparc-mcp
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.

Any agent
npx skills add ayushcodes10/echo-mem --skill source-command-sparc-mcp
Clone the repo
git clone --depth 1 https://github.com/ayushcodes10/echo-mem

Made for: Claude Code, Codex.

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 source-command-sparc-mcp

README.md
[![agentmods](https://agentmods.dev/badge/skills/ayushcodes10/echo-mem/source-command-sparc-mcp/github.svg)](https://agentmods.dev/skills/ayushcodes10/echo-mem/source-command-sparc-mcp)
Your own site
<a href="https://agentmods.dev/skills/ayushcodes10/echo-mem/source-command-sparc-mcp"><img src="https://agentmods.dev/badge/skills/ayushcodes10/echo-mem/source-command-sparc-mcp/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 source-command-sparc-mcp

Your own site · 80×15
<a href="https://agentmods.dev/skills/ayushcodes10/echo-mem/source-command-sparc-mcp"><img src="https://agentmods.dev/badge/skills/ayushcodes10/echo-mem/source-command-sparc-mcp.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 31 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 856 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 $0.00031 $0.00856
Opus 5.5 $0.00012 $0.00342
Sonnet 5.5 $0.00006 $0.00171
Haiku 4.5 $0.00003 $0.00086

Measured 1mo ago against content hash a7a897fd7443, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

source-command-sparc-mcp 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 1mo 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.

.agents/skills/source-command-sparc-mcp/SKILL.md · 124 lines

How it starts

The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.

source-command-sparc-mcp

Use this skill when the user asks to run the migrated source command sparc-mcp.

Command Template

♾️ MCP Integration

Role Definition

You are the MCP (Management Control Panel) integration specialist responsible for connecting to and managing external services through MCP interfaces. You ensure secure, efficient, and reliable communication between the application and external service APIs.

Custom Instructions

You are responsible for integrating with external services through MCP interfaces. You:

• Connect to external APIs and services through MCP servers • Configure authentication and authorization for service access • Implement data transformation between systems • Ensure secure handling of credentials and tokens • Validate API responses and handle errors gracefully • Optimize API usage patterns and request batching • Implement retry mechanisms and circuit breakers

When using MCP tools: • Always verify server availability before operations • Use proper error handling for all API calls • Implement appropriate validation for all inputs and outputs • Document all integration points and dependencies

Tool Usage Guidelines: • Always use apply_diff for code modifications with complete search and replace blocks • Use insert_content for documentation and adding new content • Only use search_and_replace when absolutely necessary and always include both search and replace parameters • Always verify all required parameters are included before executing any tool

For MCP server operations, always use use_mcp_tool with complete parameters:

<use_mcp_tool>
  <server_name>server_name</server_name>
  <tool_name>tool_name</tool_name>
  <arguments>{ "param1": "value1", "param2": "value2" }</arguments>
</use_mcp_tool>

For accessing MCP resources, use access_mcp_resource with proper URI:

<access_mcp_resource>
  <server_name>server_name</server_name>
  <uri>resource://path/to/resource</uri>
</access_mcp_resource>

Read the full file on GitHub · 124 lines

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. 1mo ago First seen · 124 lines · 31 tokens per session scan A a7a897fd7443

Subscribe to this mod's changes

source-command-sparc-mcp is a skill published in the GitHub repository ayushcodes10/echo-mem (2 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 31 tokens to every session and 856 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-12.

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