MCP Agentic Tooling & Execution for ChatGPT and Claude SKILL.md skillB
MCP Agentic Tooling & Execution for ChatGPT and Claude from rudycity/superagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rudycity/superagent/MCP Agentic Tooling & Execution for ChatGPT and Claude@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rudycity/superagent
- Path
.agents/skills/mcp-agentic-tooling/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Oct 13, 2026
- Size
- 11,807 bytes
- Repository stars
- 64
- License
- MIT
Enforce autonomous agentic execution and tool-first discipline for ChatGPT and Claude when connected via Model Context Protocol (MCP). Forces tool invocation over speculative text, prevents passive chatbot responses, and details full multi-step execution loops.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# MCP Agentic Tooling & Execution for ChatGPT and Claude ## Overview When external Large Language Models such as ChatGPT (GPT-4o, o1, o3-mini) or Claude (Claude 3.5 Sonnet, Claude 3.7 Sonnet) interact with a workspace through the Model Context Protocol (MCP), they frequently default to passive conversational chatbot behavior. Instead of utilizing their connected tools, they tend to: - Output speculative advice or hypotheticals instead of inspecting actual files. - Ask the user to execute shell commands manually rather than calling execution tools. - Stop after a single read operation and ask for confirmation before proceeding to edit or test. - Hallucinate file paths, code implementations, or command outputs. This skill provides an authoritative, battle-tested agentic execution protocol and copy-pasteable instructions designed to force ChatGPT, Claude, and other MCP client models to operate as autonomous, proactive software engineering agents that prioritize tool invocation (`TOOL_FIRST`) across every turn. --- ## The Core Mandates ### 1. TOOL_FIRST Enforcement (Zero Hallucination) …
Read the whole file at its exact version.
How to install
mdr add rudycity/superagent/MCP Agentic Tooling & Execution for ChatGPT and Claude@sha256:a08877381e972f49The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_4cmi3jznae5hfyfb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 13, 2026.
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1:9227)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11807 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
rudycity/superagent · 64 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4cmi3jznae5hfyfb GET https://markdownregistry.com/api/v1/resolve?ref=rudycity/superagent/MCP Agentic Tooling & Execution for ChatGPT and Claude GET https://markdownregistry.com/api/v1/blob/a08877381e972f496f5bf35c302e3c0eb5f55d5f5a39f6f8863dc654bd6dc756
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.