Use Gfs MCP
Guepard-Corp/gfs
GFS MCP Server for AI agent integration. An agent skill from Guepard-Corp/gfs.
Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task.
Install Cloud API Operations
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operations --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/config/source/skills/cloud-api-operations .claude/skills/cloud-api-operations && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .claude/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operationsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operations --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/config/source/skills/cloud-api-operations .agents/skills/cloud-api-operations && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .agents/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operations --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/config/source/skills/cloud-api-operations .cursor/skills/cloud-api-operations && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .cursor/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git --path config/source/skills/cloud-api-operations--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operations --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/config/source/skills/cloud-api-operations .gemini/skills/cloud-api-operations && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .gemini/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operationsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .github/skills && cp -r skills-src/config/source/skills/cloud-api-operations .github/skills/cloud-api-operations && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .github/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install TencentCloudBase/CloudBase-AI-Toolkit cloud-api-operations --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentCloudBase/CloudBase-AI-Toolkit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/config/source/skills/cloud-api-operations .opencode/skills/cloud-api-operations && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "cloud-api-operations" agent skill from https://github.com/TencentCloudBase/CloudBase-AI-Toolkit/tree/main/config/source/skills/cloud-api-operations into .opencode/skills/cloud-api-operations/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cloud-api-operations", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
cloud-api-operations- GitHub stars
- 1.1k
- Used in
- 1 other repo
- Token cost
- ~1.5k tokens
- SKILL.md length
- 718 words
- Files
- 8 (incl. references)
- Skills in repo
- 49
- Repo updated
- First seen
- Licence
- MIT
At a glance
Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task.
- Works in 4 steps: Discover the API — resolve names from a… → Choose the calling path → Check credentials before the first call → …
- A task needs control-plane operations beyond CloudBases own tooling
- SKILL.md covers Sibling skills (local only), When to use, Workflow and Constraints
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Cloud API Operations is an agent skill from TencentCloudBase/CloudBase-AI-Toolkit. Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task. Use when a task needs control-plane operations beyond CloudBase's own tooling, or when a callCloudApi call failed and needs classifying.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `references/calling-methods.md`, `references/recipes/README.md` and `references/recipes/custom-domain.md`).
It sits in Databases, covering MCP servers. It works with Tencent Cloud and MySQL. The repository describes itself as: Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP. The licence is MIT.
When your agent uses it
- A task needs control-plane operations beyond CloudBases own tooling
- A callCloudApi call failed and needs classifying
Example prompts
- “/cloud-api-operations”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit ea2c202. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.cloudbase.netcloud.tencent.comconsole.cloud.tencent.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Cloud API Operations loads about 1.5k tokens when it runs, and up to ~27k if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 718 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from TencentCloudBase/CloudBase-AI-Toolkit at commit ea2c202, republished under its MIT licence (© TencentCloudBase). 718 words, ~1,471 tokens.
Download SKILL.mdSave it as
.claude/skills/cloud-api-operations/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- cloud-api-operations
- description
- Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task. Use when a task needs control-plane operations beyond CloudBase's own tooling, or when a callCloudApi call failed and needs classifying.
- version
- 2.34.8
Cloud API Operations
Operate Tencent Cloud resources that CloudBase depends on but that no dedicated MCP tool covers (monitoring & alarms, CLB, CAM roles, cross-product infra). Two goals: find the right API without guessing, and reuse proven workflows instead of re-exploring.
Sibling skills (local only)
Sibling CloudBase skills ship beside this skill. Use local relative paths such as ../cloudbase-platform/SKILL.md.
If a referenced sibling skill file is missing from this environment, ask the user to install the full CloudBase plugin (or the missing skill). Do not HTTP-fetch remote skill or protocol markdown into the agent context.
When to use
- The user asks to manage/operate Tencent Cloud resources beyond CloudBase's dedicated MCP tools (e.g. configure alarm policies, inspect CLB, attach CAM policies).
- The user wants to control these resources from code and asks which API/SDK to use.
- A callCloudApi call failed and you need to classify the error (wrong Action / wrong params / missing CAM permission) and recover.
Workflow
1. Discover the API — resolve names from a documented source
- Read the API index first: https://docs.cloudbase.net/ai/cloudbase-ai-toolkit/api-reference.md — auto-synced daily, action-level coverage (TCB 105 + dependency products: MySQL / SCF / COS). Check rate limits there too. The index check is a quick grep — run it in parallel with step 2/3 fetches, do not serialize.
- If the index does not cover the target product, go to the product's official API docs (e.g. monitor: https://cloud.tencent.com/document/product/649/30343) and confirm the exact Action name, Version, and parameters.
- For machine-readable parameter schema, fetch the official SDK models source directly — see
./references/calling-methods.md§2 item 4.
Done when: the Action name, Version, and full parameter shape each trace to the index, official product docs, or SDK models source — nothing from memory. A call that still returns action ... is invalid or not found means a name was not resolved this way; classify and recover via the error table in ./references/calling-methods.md §1.
API first：公开 API 概览就是契约边界。 索引里查不到某个能力，它就不在公开契约内 —— 不要拿某个 SDK 的封装方法反推未公开的 Action 名去调（这类 Action 不受公开文档保护，非该语言的使用者也无从照做）。此时改用有公开 API 的等价路径，或把缺口明确告诉用户。本 skill 的 recipes 只收录公开 API 覆盖的场景。
2. Choose the calling path
| Scenario | Path | Reference |
|---|---|---|
| Interactive ops inside this session | MCP callCloudApi | ./references/calling-methods.md §1 |
Picking the service identifier / deciding whether version is needed | MCP callCloudApi | ./references/service-versions.md |
| User's code / scripts | Official SDKs (TC3-HMAC-SHA256) or @cloudbase/manager-node | ./references/calling-methods.md §2 |
| Quick one-off verification | API Explorer (https://console.cloud.tencent.com/api/explorer) | — |
Priority rule: if @cloudbase/manager-node has a matching method, use it; drop to raw cloud API only when it does not.
Show full SKILL.md (327 more words)Show less
3. Check credentials before the first call
- Read the current credential scope from
authtools:credential_scope: account= account-level, reaches control-plane APIs subject to that identity's CAM policies;env= API Key, scoped to one environment's data plane plus the fixed TCB policies. - Permission comes from a different place per credential identity: the account-level identity's own policies, the API Key model (no channel to attach arbitrary CAM policies), or the TCB service role that CLI / MCP assume. Which cross-product capabilities that role family already covers is not fixed — read the attached policies (
ListAttachedRolePolicies+GetPolicy) instead of assuming, and treatUnauthorizedOperationas "this identity lacks this action", never as a broken setup. - On
UnauthorizedOperation/AuthFailure, hand the user a one-click CAM grant link (role name + policy name +principal) instead of telling them to go find the policy in the console, then retry the original call. Role targets, theprincipalvalues, and which preset policy covers what:./references/calling-methods.md§3.
Done when: the credential identity is known, and every permission error has been converted into a clickable authorization link carrying a concrete policy name before any retry.
4. Follow a proven recipe when one exists
Recipes encode the exact call sequence, required parameters, and empirically discovered pitfalls so the flow works on the first pass. One scenario per file — start from the index ./references/recipes/README.md, whose 状态 column records how far each recipe has been verified:
- PostgreSQL storage-usage alarm:
./references/recipes/pg-storage-alarm.md - ICP filing readiness and wait-time checks:
./references/recipes/icp-filing-readiness.md - PostgreSQL instance spec change and shared-to-dedicated upgrade:
./references/recipes/pg-instance-spec.md - Custom domain onboarding for an env (HTTP access domain, certificate, DNS binding):
./references/recipes/custom-domain.md
Done when: every parameter value in the call sequence traces to a recipe value marked as verified (实测) or to official docs.
Constraints
- Region is a top-level
regionargument (X-TC-Region), never a body param. Some APIs additionally take a short region code insideDimensions(e.g.shvsap-shanghai) — these are different fields. - Route SDK-language details to official SDK docs or sdkHints; keep this skill SDK-language-agnostic.
© TencentCloudBase, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 7 other files (references) in config/source/skills/cloud-api-operations of TencentCloudBase/CloudBase-AI-Toolkit.
- SKILL.md
- references/calling-methods.md
- references/recipes/README.md
- references/recipes/custom-domain.md
- references/recipes/icp-filing-readiness.md
- references/recipes/pg-instance-spec.md
- references/recipes/pg-storage-alarm.md
- references/service-versions.md
Open the folder on GitHubat commit ea2c202
Used in 1 other repository
We found 4 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in TencentCloudBase/CloudBase-AI-Toolkit, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Cloud API Operations next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Cloud API Operations this skillTencentCloudBase/CloudBase-AI-Toolkit | 1.1k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Use Gfs MCPGuepard-Corp/gfs | 158 | — | ~4k | Automated safety check: Pass | MIT | |
| Mindsdb MCP SkillLeoYeAI/openclaw-master-skills | 2.2k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Aurora Dsqlaws/agent-toolkit-for-aws | 2.8k | — | ~9.6k | Automated safety check: Pass | Apache-2.0 | |
| Mesh Memorysickn33/agentic-awesome-skills | 47k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Tune Monitorsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.3k | Automated safety check: Pass | Apache-2.0 |
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Questions about Cloud API Operations
What does Cloud API Operations do?
Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task. Cloud API Operations is an agent skill from TencentCloudBase/CloudBase-AI-Toolkit. Operate Tencent Cloud control-plane resources (monitoring/alarms, CLB, CAM roles, COS, MySQL, SCF) via cloud APIs when no dedicated MCP tool covers the task.
When should I use Cloud API Operations?
Cloud API Operations fits situations like: A task needs control-plane operations beyond CloudBases own tooling; A callCloudApi call failed and needs classifying.
How do I install Cloud API Operations in Claude Code?
Run `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a claude-code`. Or copy the skill folder (config/source/skills/cloud-api-operations in TencentCloudBase/CloudBase-AI-Toolkit) into .claude/skills/cloud-api-operations in your project. Claude Code loads it when a task matches its description.
How do I install Cloud API Operations in Codex?
Run `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a codex`. Or copy the skill folder (config/source/skills/cloud-api-operations in TencentCloudBase/CloudBase-AI-Toolkit) into .agents/skills/cloud-api-operations in your project. Codex loads it when a task matches its description.
Can I use Cloud API Operations in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add TencentCloudBase/CloudBase-AI-Toolkit --skill cloud-api-operations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cloud-api-operations, .gemini/skills/cloud-api-operations, .github/skills/cloud-api-operations and .opencode/skills/cloud-api-operations in your project.
What does Cloud API Operations need to run?
SKILL.md names no scripts, command-line tools or credentials: Cloud API Operations is instructions for the agent only.
Does Cloud API Operations access the network?
SKILL.md names 3 domains. As links in the text: docs.cloudbase.net, cloud.tencent.com and console.cloud.tencent.com. This is read from the text; nothing was executed.
Is Cloud API Operations safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Cloud API Operations use?
Cloud API Operations is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Cloud API Operations use?
About 1.5k tokens (SKILL.md is roughly 5.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 25k tokens, read only when the agent opens those files.
What are the alternatives to Cloud API Operations?
Skills that share tags, products or a category with Cloud API Operations: Use Gfs MCP (Guepard-Corp/gfs, 158 stars), Mindsdb MCP Skill (LeoYeAI/openclaw-master-skills, 2.2k stars), Aurora Dsql (aws/agent-toolkit-for-aws, 2.8k stars) and Mesh Memory (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Cloud API Operations?
TencentCloudBase (a GitHub organization) maintains it in TencentCloudBase/CloudBase-AI-Toolkit, which has 1,132 GitHub stars. The repository holds 49 skills in this directory. The repository was last updated on October 6, 2026.
Source: TencentCloudBase/CloudBase-AI-Toolkit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.