Borrowing it
Nothing to install: this file belongs to SzamosiMate/tapir-archicad-MCP. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/SzamosiMate/tapir-archicad-MCP/master/.agents/skills/tapir-mcp-codegen/SKILL.mdgit clone --depth 1 https://github.com/SzamosiMate/tapir-archicad-MCPWrote 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.
[](https://agentmods.dev/skills/szamosimate/tapir-archicad-mcp/tapir-mcp-codegen)<a href="https://agentmods.dev/skills/szamosimate/tapir-archicad-mcp/tapir-mcp-codegen"><img src="https://agentmods.dev/badge/skills/szamosimate/tapir-archicad-mcp/tapir-mcp-codegen/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.
<a href="https://agentmods.dev/skills/szamosimate/tapir-archicad-mcp/tapir-mcp-codegen"><img src="https://agentmods.dev/badge/skills/szamosimate/tapir-archicad-mcp/tapir-mcp-codegen.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00055 | $0.02968 |
| Opus 5.5 | $0.00022 | $0.01187 |
| Sonnet 5.5 | $0.00011 | $0.00594 |
| Haiku 4.5 | $0.00006 | $0.00297 |
Grade A, and why
tapir-mcp-codegen 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 yesterday.
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.
How it starts
The opening of the file, as written. The whole thing — 140 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tapir MCP code generation
Update the multiconn dependency, regenerate MCP wrappers, review affected config, and prepare a temporary detailed review, condensed repository record and PR message. Fix generator/config sources and regenerate; do not hand-edit generated wrappers.
Choose the operation
- Update: select the published multiconn release as below, update its exact dependency pin and lockfile, then complete the review/generation loop.
- Regenerate: retain the current dependency and regenerate from its exact release metadata. Review config only where regeneration exposes a demonstrated problem.
- Audit: inspect the current config, models, and generated tools without modifying or staging files. Report findings in the response.
Example: $tapir-mcp-codegen update to multiconn 0.9.6 / Tapir 1.7.3.
Select the multiconn release
Updating pyproject.toml is part of this skill; the user need not edit it first.
- If a multiconn version is explicit, use it and verify any requested Tapir target against that release's
SUPPORTED_TAPIR_VERSION. - If only a Tapir version is explicit, first check whether a manually updated dependency pin selects a published release supporting exactly that version. Otherwise choose the newest stable published multiconn release whose constant matches the requested Tapir version. Verify the distribution and exact release tag; do not infer compatibility from version numbering or the sibling checkout.
- For an update with no version specified, select the newest stable published multiconn release and state its supported Tapir version. If the user explicitly asks for the latest Tapir, establish that Tapir release first; do not silently substitute an older supported version.
Preserve a matching manual pin. If explicit targets conflict or no published release supports the requested Tapir version, explain the mismatch before proceeding with a different target. The old comparison baseline comes from the lockfile and generated working tree, with installed version and Git history as corroboration; an already-edited TOML pin is not evidence that generation was completed.
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- yesterday Changed 9c856d05f619
- 9d ago First seen · 140 lines · 55 tokens per session scan A 1baff502fecb
tapir-mcp-codegen is a skill published in the GitHub repository SzamosiMate/tapir-archicad-MCP (131 stars, last pushed 2d ago), licensed MIT. It adds 55 tokens to every session and 2,968 once invoked, about $0.0002 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 2026-10-28.
tapir-mcp-codegen compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| tapir-mcp-codegenSzamosiMate/tapir-archicad-MCP | Skill | 131 | 2d ago | MIT | A | 55 | Claude Code, Codex |
| mem0-oss-to-platformmem0ai/mem0 | Skill | 68k | 2d ago | Apache-2.0 | A | 217 | Claude Code, Codex |
| azure-mgmt-botservice-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 78 | Claude Code |
| fastapi-router-pymicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 46 | Claude Code |
| dev-runtimelangwatch/langwatch | Skill | 5.0k | yesterday | Apache-2.0 | A | 172 | Claude Code |
| api-designericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 105 | Claude Code, Codex |
| migrate-segw-to-raparc-mcp/arc-1 | Skill | 252 | yesterday | MIT | A | 106 | Claude Code |