Building Python MCP Servers
kajisho5/ffmpeg-skill
Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-safe blocking work, subprocess/CLI wrapping, single-file vs packaged distribution…
Patsnap TRIZ Concept Solution Engine MCP for AI agents. An agent skill from patsnap/mcp.
$ npx skills add patsnap/mcp --skill patsnap-solution-engine -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install patsnap/mcp patsnap-solution-engine --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/patsnap/mcp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .claude/skills/patsnap-solution-engine && 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 "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .claude/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engineType 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 patsnap/mcp --skill patsnap-solution-engine -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install patsnap/mcp patsnap-solution-engine --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/patsnap/mcp.git skills-src && mkdir -p .agents/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .agents/skills/patsnap-solution-engine && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .agents/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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 patsnap/mcp --skill patsnap-solution-engine -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install patsnap/mcp patsnap-solution-engine --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/patsnap/mcp.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .cursor/skills/patsnap-solution-engine && 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 "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .cursor/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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/patsnap/mcp.git --path rd-innovation/patsnap-solution-engine--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 patsnap/mcp --skill patsnap-solution-engine -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install patsnap/mcp patsnap-solution-engine --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/patsnap/mcp.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .gemini/skills/patsnap-solution-engine && 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 "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .gemini/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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 patsnap/mcp patsnap-solution-engineInstalls 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 patsnap/mcp --skill patsnap-solution-engine -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/patsnap/mcp.git skills-src && mkdir -p .github/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .github/skills/patsnap-solution-engine && 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 "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .github/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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 patsnap/mcp --skill patsnap-solution-engine -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install patsnap/mcp patsnap-solution-engine --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/patsnap/mcp.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/rd-innovation/patsnap-solution-engine .opencode/skills/patsnap-solution-engine && 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 "patsnap-solution-engine" agent skill from https://github.com/patsnap/mcp/tree/main/rd-innovation/patsnap-solution-engine into .opencode/skills/patsnap-solution-engine/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "patsnap-solution-engine", 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.
patsnap-solution-enginePatsnap TRIZ Concept Solution Engine MCP for AI agents. An agent skill from patsnap/mcp.
Patsnap Solution Engine is an agent skill from patsnap/mcp. Patsnap TRIZ Concept Solution Engine MCP for AI agents. Generates innovation or product cost-reduction concepts through asynchronous TRIZ and TRIZ/DFMA workflows. Use for engineering problem solving, concept alternatives, cost-reduction analysis, task-progress retrieval, and selected-solution details.
Its SKILL.md is about 830 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).
It sits in Development, covering Async programming and MCP servers. It works with Model Context Protocol. The repository describes itself as: MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap's proprietary databases via Claude… The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 7a4b429. 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 (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
connect.zhihuiya.comAlso links to:
open.zhihuiya.compatsnap.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Patsnap Solution Engine loads about 825 tokens when it runs. Until then it costs about 82 tokens; SKILL.md has 279 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 patsnap/mcp at commit 7a4b429, republished under its Apache-2.0 licence (© patsnap). 279 words, ~825 tokens.
.claude/skills/patsnap-solution-engine/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Get your API key at https://open.zhihuiya.com
This skill connects your AI agent to Patsnap's TRIZ Concept Solution Engine MCP server.
{
"mcpServers": {
"patsnap_solution_engine": {
"url": "https://connect.zhihuiya.com/c18800/mcp?apikey=YOUR_API_KEY",
"type": "streamableHttp"
}
}
}For the full tool schema, refer to: https://open.zhihuiya.com/marketplace/mcp-servers/patsnap-solution-engine
run_triz_innovation_task → fetch_triz_innovation_task_stream → fetch_triz_innovation_solution_detail.run_triz_reduction_task → fetch_triz_reduction_task_stream → fetch_triz_reduction_solution_detail.Do not mix innovation and reduction tool families for one task. Preserve the returned job_id; after candidates arrive, preserve the selected idea_id.
The start tools require user_input. Include the current design, desired outcome, constraints, unacceptable trade-offs, and known function or cost information. The CN endpoint accepts at most 1,000 characters; non-CN environments may allow only 500.
Poll only the stream tool matching the start tool until candidates or a terminal failure are returned. A complete task normally takes 5–10 minutes and may take longer with complex or incomplete input. Intermediate selection points run automatically using the highest-priority option; do not represent them as user-approved choices.
Compare candidate concepts using feasibility, expected impact, implementation complexity, risk, and the user's constraints. Retrieve details only after an idea_id is selected. Separate service output from your own assessment and state unresolved engineering assumptions.
For reduction tasks, retain returned cost analysis, trimming analysis, DFMA findings, and benefit estimates. Treat estimates as hypotheses until checked against BOM, process, quality, and supplier data.
© patsnap, Apache-2.0. 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 1 other file in rd-innovation/patsnap-solution-engine of patsnap/mcp.
Open the folder on GitHubat commit 7a4b429
Patsnap Solution Engine 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 |
|---|---|---|---|---|---|---|
| Patsnap Solution Engine this skillpatsnap/mcp | 113 | — | ~825 | Automated safety check: Pass | Apache-2.0 | |
| Building Python MCP Serverskajisho5/ffmpeg-skill | 1.9k | — | ~3.2k | Automated safety check: Pass | MIT | |
| Dotnet Backend Patternswshobson/agents | 40k | 8 repos | ~6.6k | Automated safety check: Pass | MIT | |
| Manage Tmcra Memoryhashgraph-online/awesome-codex-plugins | 1.3k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Analyze Logsactivepieces/activepieces | 25k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| ReleasePrefectHQ/fastmcp | 28k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 |
kajisho5/ffmpeg-skill
Builds robust Python MCP (Model Context Protocol) servers with FastMCP — tool design, error contracts, event-loop-safe blocking work, subprocess/CLI wrapping, single-file vs packaged distribution…
wshobson/agents
Master C/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications.
hashgraph-online/awesome-codex-plugins
Recall, store, and verify long-term project memory with the TMCRA MCP tools.
activepieces/activepieces
Analyze application logs from the .evlog/logs/ directory. An agent skill from activepieces/activepieces.
PrefectHQ/fastmcp
Cut a FastMCP release end to end. An agent skill from PrefectHQ/fastmcp.
PrefectHQ/fastmcp
Assess a FastMCP pull request for justified behavior, compatibility, and correctness, then follow CI and review feedback to a revision-specific verdict.
patsnap/mcp
Patsnap Patent Research MCP for AI agents. An agent skill from patsnap/mcp.
patsnap/mcp
Patsnap TRIZ Case Library MCP for AI agents. An agent skill from patsnap/mcp.
patsnap/mcp
Patsnap Workspace MCP for AI agents. An agent skill from patsnap/mcp.
patsnap/mcp
Create or update Patsnap MCP catalog documentation in this repository.
patsnap/mcp
Patsnap Advanced Patent Search MCP for AI agents. An agent skill from patsnap/mcp.
patsnap/mcp
Biological sequence and modality intelligence via Patsnap MCP.
Works with
Categories
Patsnap TRIZ Concept Solution Engine MCP for AI agents. An agent skill from patsnap/mcp. Patsnap Solution Engine is an agent skill from patsnap/mcp. Patsnap TRIZ Concept Solution Engine MCP for AI agents.
Patsnap Solution Engine fits situations like: engineering problem solving; concept alternatives; cost-reduction analysis; task-progress retrieval.
Run `npx skills add patsnap/mcp --skill patsnap-solution-engine -a claude-code`. Or copy the skill folder (rd-innovation/patsnap-solution-engine in patsnap/mcp) into .claude/skills/patsnap-solution-engine in your project. Claude Code loads it when a task matches its description.
Run `npx skills add patsnap/mcp --skill patsnap-solution-engine -a codex`. Or copy the skill folder (rd-innovation/patsnap-solution-engine in patsnap/mcp) into .agents/skills/patsnap-solution-engine 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 patsnap/mcp --skill patsnap-solution-engine -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/patsnap-solution-engine, .gemini/skills/patsnap-solution-engine, .github/skills/patsnap-solution-engine and .opencode/skills/patsnap-solution-engine in your project.
SKILL.md names no scripts, command-line tools or credentials: Patsnap Solution Engine is instructions for the agent only. Our summary lists: A credential in YOUR_API_KEY.
SKILL.md names 3 domains. In commands or code: connect.zhihuiya.com; the agent is likely to contact it when it follows the instructions. As links in the text: open.zhihuiya.com and patsnap.com. 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.
Patsnap Solution Engine is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 825 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Patsnap Solution Engine: Building Python MCP Servers (kajisho5/ffmpeg-skill, 1.9k stars), Dotnet Backend Patterns (wshobson/agents, 40k stars), Manage Tmcra Memory (hashgraph-online/awesome-codex-plugins, 1.3k stars) and Analyze Logs (activepieces/activepieces, 25k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
patsnap (a GitHub organization) maintains it in patsnap/mcp, which has 113 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on August 20, 2026.
Source: patsnap/mcp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.