Verified Research
sweetcornna/free-search-mcp
Use with the free-search MCP tools whenever a web lookup must yield facts someone will rely on: dates, deadlines, prices, prizes, fees, rules, eligibility, schedules, versions, statistics, news, or…
Use official hosted Memtrace documentation before guessing, web search, or stale local copies.
Install Memtrace Docs
$ npx skills add syncable-dev/memtrace-public --skill memtrace-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-docs --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/syncable-dev/memtrace-public.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .claude/skills/memtrace-docs && 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 "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .claude/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docsType 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 syncable-dev/memtrace-public --skill memtrace-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .agents/skills/memtrace-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .agents/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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 syncable-dev/memtrace-public --skill memtrace-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .cursor/skills/memtrace-docs && 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 "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .cursor/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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/syncable-dev/memtrace-public.git --path plugins/memtrace-skills/skills/memtrace-docs--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 syncable-dev/memtrace-public --skill memtrace-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .gemini/skills/memtrace-docs && 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 "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .gemini/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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 syncable-dev/memtrace-public memtrace-docsInstalls 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 syncable-dev/memtrace-public --skill memtrace-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .github/skills/memtrace-docs && 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 "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .github/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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 syncable-dev/memtrace-public --skill memtrace-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install syncable-dev/memtrace-public memtrace-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/syncable-dev/memtrace-public.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/memtrace-skills/skills/memtrace-docs .opencode/skills/memtrace-docs && 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 "memtrace-docs" agent skill from https://github.com/syncable-dev/memtrace-public/tree/main/plugins/memtrace-skills/skills/memtrace-docs into .opencode/skills/memtrace-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memtrace-docs", 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
memtrace-docs- GitHub stars
- 486
- Token cost
- ~1.6k tokens
- SKILL.md length
- 646 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Use official hosted Memtrace documentation before guessing, web search, or stale local copies.
- Works in 4 steps: ask_docs(question="") → If refused: true or ok: false →… → Quote the answer; link slugs as /docs/… → …
- The user asks how Memtrace works
- SKILL.md covers The Iron Law, Server check (once per session), The decision rule and Standard workflows, plus 4 more sections
- Calls npx; reaches memtrace.io
What it does
Memtrace Docs is an agent skill from syncable-dev/memtrace-public. Use official hosted Memtrace documentation before guessing, web search, or stale local copies. Trigger when the user asks how Memtrace works; how to install, configure, or deploy CLI, MCP, fleet, Cortex, or enterprise MemDB; what tools, skills, or commands exist; wants to find or locate official docs for a topic; or provides/asks to read a full docs page or slug. Routes internally across askdocs for cited natural-language answers, searchdocs for page discovery, and readdoc for complete page text. Separate from…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering MCP servers and Web search. It works with Model Context Protocol. The repository describes itself as: Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
When your agent uses it
- The user asks how Memtrace works
- Enterprise MemDB
- Locate official docs for a topic
- Provides/asks to read a full docs page
Example prompts
- “/memtrace-docs”
Requirements
- Node.js
- Docker
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- ask_docs(question="")
- If refused: true or ok: false → search_docs with shorter keywords → read_doc on best slug
- Quote the answer; link slugs as /docs/ when helpful
- If docs say "not found", say so — do not invent flags or behavior
What it can do on your machine
Read from SKILL.md and the folder at commit 3a3084d. 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
Shell commands in SKILL.md call:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
memtrace.io
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
Memtrace Docs loads about 1.6k tokens when it runs. Until then it costs about 149 tokens; SKILL.md has 646 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 646 words (~1,606 tokens).
“Docs tools call the hosted Memtrace docs API over HTTPS. They do not read your local MemDB or your repo. Core graph tools stay offline; docs tools degrade gracefully when the network is down (ok: false + hint).”
- name
- memtrace-docs
Files
Just SKILL.md in plugins/memtrace-skills/skills/memtrace-docs of syncable-dev/memtrace-public.
Open the folder on GitHubat commit 3a3084d
Compare with similar skills
Memtrace Docs 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 |
|---|---|---|---|---|---|---|
| Memtrace Docs this skillsyncable-dev/memtrace-public | 486 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Verified Researchsweetcornna/free-search-mcp | 112 | — | ~1.8k | Automated safety check: Pass | MIT | |
| MCP Managerclacky-ai/openclacky | 1.2k | — | ~3k | Automated safety check: Pass | MIT | |
| Dev MCP Setupevolution-foundation/evo-nexus | 544 | — | ~615 | Automated safety check: Pass | Custom licence | |
| Agent Searchlennney/agent-search-mcp | 110 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Exa Searchmxyhi/ok-skills | 493 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 |
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Configure MCP servers for the workspace — web search, filesystem, GitHub, Stripe, etc.
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Related
Works with
Categories
Questions about Memtrace Docs
What does Memtrace Docs do?
Use official hosted Memtrace documentation before guessing, web search, or stale local copies. Memtrace Docs is an agent skill from syncable-dev/memtrace-public. Use official hosted Memtrace documentation before guessing, web search, or stale local copies.
When should I use Memtrace Docs?
Memtrace Docs fits situations like: the user asks how Memtrace works; enterprise MemDB; locate official docs for a topic; provides/asks to read a full docs page.
How do I install Memtrace Docs in Claude Code?
Run `npx skills add syncable-dev/memtrace-public --skill memtrace-docs -a claude-code`. Or copy the skill folder (plugins/memtrace-skills/skills/memtrace-docs in syncable-dev/memtrace-public) into .claude/skills/memtrace-docs in your project. Claude Code loads it when a task matches its description.
How do I install Memtrace Docs in Codex?
Run `npx skills add syncable-dev/memtrace-public --skill memtrace-docs -a codex`. Or copy the skill folder (plugins/memtrace-skills/skills/memtrace-docs in syncable-dev/memtrace-public) into .agents/skills/memtrace-docs in your project. Codex loads it when a task matches its description.
Can I use Memtrace Docs 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 syncable-dev/memtrace-public --skill memtrace-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memtrace-docs, .gemini/skills/memtrace-docs, .github/skills/memtrace-docs and .opencode/skills/memtrace-docs in your project.
What does Memtrace Docs need to run?
Going by SKILL.md and its folder, Memtrace Docs needs the command-line tools its instructions call (npx). Our summary lists: Node.js; Docker.
Does Memtrace Docs access the network?
SKILL.md names 1 domain. In commands or code: memtrace.io; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is Memtrace Docs 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 Memtrace Docs use?
Memtrace Docs has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Memtrace Docs use?
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Memtrace Docs?
Skills that share tags, products or a category with Memtrace Docs: Verified Research (sweetcornna/free-search-mcp, 112 stars), MCP Manager (clacky-ai/openclacky, 1.2k stars), Dev MCP Setup (evolution-foundation/evo-nexus, 544 stars) and Agent Search (lennney/agent-search-mcp, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memtrace Docs?
syncable-dev (a GitHub organization) maintains it in syncable-dev/memtrace-public, which has 486 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 6, 2026.
Source: syncable-dev/memtrace-public on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.