MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Parse and understand an HTTP(S) URL or an authorized local document, audio, or video source through Cue Omni Reader when the Agent has the official Omni MCP tools.
$ npx skills add iflytek/skillhub --skill cue-omni-reader -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install iflytek/skillhub cue-omni-reader --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/iflytek/skillhub.git skills-src && mkdir -p .claude/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .claude/skills/cue-omni-reader && 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 "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .claude/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-readerType 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 iflytek/skillhub --skill cue-omni-reader -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install iflytek/skillhub cue-omni-reader --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/skillhub.git skills-src && mkdir -p .agents/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .agents/skills/cue-omni-reader && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .agents/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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 iflytek/skillhub --skill cue-omni-reader -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install iflytek/skillhub cue-omni-reader --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/skillhub.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .cursor/skills/cue-omni-reader && 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 "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .cursor/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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/iflytek/skillhub.git --path builtin-skills/skills/cue-omni-reader--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 iflytek/skillhub --skill cue-omni-reader -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install iflytek/skillhub cue-omni-reader --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/skillhub.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .gemini/skills/cue-omni-reader && 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 "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .gemini/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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 iflytek/skillhub cue-omni-readerInstalls 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 iflytek/skillhub --skill cue-omni-reader -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/iflytek/skillhub.git skills-src && mkdir -p .github/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .github/skills/cue-omni-reader && 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 "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .github/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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 iflytek/skillhub --skill cue-omni-reader -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install iflytek/skillhub cue-omni-reader --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/iflytek/skillhub.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/builtin-skills/skills/cue-omni-reader .opencode/skills/cue-omni-reader && 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 "cue-omni-reader" agent skill from https://github.com/iflytek/skillhub/tree/main/builtin-skills/skills/cue-omni-reader into .opencode/skills/cue-omni-reader/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "cue-omni-reader", 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.
cue-omni-readerParse and understand an HTTP(S) URL or an authorized local document, audio, or video source through Cue Omni Reader when the Agent has the official Omni MCP tools.
Cue Omni Reader is an agent skill from iflytek/skillhub. Parse and understand an HTTP(S) URL or an authorized local document, audio, or video source through Cue Omni Reader when the Agent has the official Omni MCP tools.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `NOTICE.md` and `references/setup.md`).
It sits in Agent Workflows, covering MCP servers. The repository describes itself as: Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes. The licence is MIT.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 7352597. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
CUE_API_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Cue Omni Reader loads about 1.5k tokens when it runs, and up to ~2.2k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 784 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.
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.
The full file from iflytek/skillhub at commit 7352597, republished under its MIT licence (© iflytek). 784 words, ~1,515 tokens.
.claude/skills/cue-omni-reader/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.Use the official Omni MCP tools to parse a source, then complete the user's original task. This Skill is orchestration guidance; the active tool schemas are authoritative.
CUE_API_KEY in chat or place it in command arguments, logs, Skill files, or
generated configuration. The user must set it through the Agent's secure environment or local
secret facility.file://, localhost workarounds, or a
public temporary upload service. Grant only the minimum required absolute directory, never a
home directory or filesystem root by default.For an HTTP(S) URL, an active service with parse, get_parse_status, and cancel_parse is
sufficient. For a local path, require direct evidence of the local Bridge, normally the additional
read_result, read_outline, discard_result, and save_result tools. A remote-only service
cannot read a local path: do not send the path to it and do not create a temporary public upload.
Do not reinstall, run update checks, or contact npm on every session.
If the tools required for the source type are unavailable, follow
references/setup.md. A local-source request with only the remote tool set
requires Bridge setup. Setup, credential configuration, MCP configuration changes, and allowed-root
expansion require explicit approval. After configuration, reconnect the MCP server and verify the
tool list before parsing.
Accept only an HTTP(S) string as a URL. Otherwise treat the source as a local path and verify it is inside the workspace or an explicitly authorized root.
Call parse once. Send exactly one of source or url, according to the active schema. Do not
pre-read or base64-encode local content. When the active schema exposes result_delivery, use
artifact for saving, section navigation, multiple documents, or strict context control; use
auto for an ordinary direct answer. If the schema exposes wait, use wait: false for long
media or large documents. Never send fields the active schema does not declare.
Prefer structuredContent. If only content[].text is present, parse its compact JSON. A
generic success response is not proof that parsing completed.
If the state is processing, preserve the returned operation_id and poll
get_parse_status at the returned timing or wait_ms. Do not race synchronous and asynchronous
submissions, and do not start a second parse to recover from a client timeout.
Consume the result according to the task:
Answer directly -> use inline content, otherwise read_result
Find one section -> read_outline, then read_result(cursor)
Read everything -> read_result until next_cursor is absent
Deliver a file -> save_resultFor result.kind=artifact, a preview is incomplete. Append only each result.text payload and
continue until next_cursor is absent. Keep independent operation IDs separate when processing
multiple sources with bounded concurrency.
Complete the user's original task from the full result. For a summary, do not summarize a
truncated preview. Keep artifacts only for the duration of the task, then call discard_result
unless the user asked to retain or save them. Claim deletion only after cleanup is confirmed.
| State | Required action |
|---|---|
processing | Continue the same operation and report authoritative progress. |
completed | Consume the complete inline or artifact result. |
cleanup_pending | Use the available result; do not claim deletion or resubmit. |
failed | Surface the structured error; retry only when retryable=true and state permits. |
canceled | Report confirmed cancellation, billing, and cleanup facts. |
expired | Explain expiration and obtain confirmation before new work. |
For an unknown state, preserve the operation and do not claim completion, cancellation, billing,
or cleanup. If the user asks to stop an active operation, call cancel_parse with the saved ID.
Discard is not cancellation.
parse, get_parse_status, and cancel_parse. The local Bridge adds
artifact tools. Do not offer tool names as user-facing modes; choose the continuation needed for
the task.OMNI_NOT_ENTITLED or HTTP 403 is an entitlement result. Do not relabel it as authentication or
parser failure.DIRECT_UPLOAD_DISABLED or DIRECT_UPLOAD_UNAVAILABLE means the direct-upload path is
unavailable, not that the account or text parsing is disabled.UNSUPPORTED_DETAIL is final for the requested representation. Do not retry unchanged.BRIDGE_UPGRADE_REQUIRED means the reviewed Bridge no longer satisfies server admission. Stop
and report that a new reviewed SkillHub package is required; do not install npm latest.© iflytek, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files (references) in builtin-skills/skills/cue-omni-reader of iflytek/skillhub.
Open the folder on GitHubat commit 7352597
Cue Omni Reader 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 |
|---|---|---|---|---|---|---|
| Cue Omni Reader this skilliflytek/skillhub | 5.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builder with mcp-usemcp-use/mcp-use | 11k | — | ~923 | Automated safety check: Pass | Apache-2.0 | |
| Agents SDKcloudflare/skills | 3k | 2 repos | ~3k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
anthropics/claude-plugins-official
Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.
mcp-use/mcp-use
Builds, modifies, debugs, migrates and verifies TypeScript MCP servers and MCP Apps with the mcp-use framework, treating the installed package's types as the source of truth.
cloudflare/skills
Build, debug, or review Cloudflare Agents SDK applications using the agents package.
awslabs/cli-agent-orchestrator
Enable, operate, and extend CAO's MCP Apps surface — the host-rendered fleet dashboard visible inside MCP App hosts (Claude Desktop, ChatGPT, VS Code Copilot, Goose, Postman).
iflytek/skillhub
Answers questions about a past agent run from its recording, using causal graphs and replay, instead of reconstructing events from memory.
iflytek/skillhub
Audits and rewrites formulaic, AI-sounding prose while keeping facts, voice and format, using a local Python scorer and inspect-only, rewrite or embedded-gate modes.
iflytek/skillhub
Access 2,000+ AI models and API tools through one MCP interface for inference, media generation, search, scraping, embeddings, social data, and structured retrieval.
iflytek/skillhub
Drafts a copy-paste-ready LinkedIn post from your facts and ideas, choosing the smallest structure that fits and keeping an accessible plain-text fallback for any styled text.
iflytek/skillhub
Connects an agent to a SkillHub registry and uses the official SkillHub CLI to search, install, list and explicitly upgrade skills from that registry.
iflytek/skillhub
Breaks AI-generated text into checkable claims, verifies them against independent sources and labels each one, with an optional exercise for learners.
Categories
Parse and understand an HTTP(S) URL or an authorized local document, audio, or video source through Cue Omni Reader when the Agent has the official Omni MCP tools. Cue Omni Reader is an agent skill from iflytek/skillhub. Parse and understand an HTTP(S) URL or an authorized local document, audio, or video source through Cue Omni Reader when the Agent has the official Omni MCP tools.
Cue Omni Reader fits situations like: tasks that involve MCP servers.
Run `npx skills add iflytek/skillhub --skill cue-omni-reader -a claude-code`. Or copy the skill folder (builtin-skills/skills/cue-omni-reader in iflytek/skillhub) into .claude/skills/cue-omni-reader in your project. Claude Code loads it when a task matches its description.
Run `npx skills add iflytek/skillhub --skill cue-omni-reader -a codex`. Or copy the skill folder (builtin-skills/skills/cue-omni-reader in iflytek/skillhub) into .agents/skills/cue-omni-reader in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add iflytek/skillhub --skill cue-omni-reader -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cue-omni-reader, .gemini/skills/cue-omni-reader, .github/skills/cue-omni-reader and .opencode/skills/cue-omni-reader in your project.
Going by SKILL.md and its folder, Cue Omni Reader needs credentials named CUE_API_KEY. Our summary lists: A credential in CUE_API_KEY.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
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.
Cue Omni Reader is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k 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 654 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Cue Omni Reader: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and MCP Server Builder with mcp-use (mcp-use/mcp-use, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
iflytek (a GitHub organization) maintains it in iflytek/skillhub, which has 5,157 GitHub stars. The repository holds 28 skills in this directory. The repository was last updated on October 8, 2026.
Source: iflytek/skillhub on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.