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.
Recall relevant memory for the current task using the MemWal MCP tool.
Install Memory Recall
$ npx skills add Ghost-xDD/memforks --skill memory-recall -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Ghost-xDD/memforks memory-recall --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/Ghost-xDD/memforks.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .claude/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .claude/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recallType 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 Ghost-xDD/memforks --skill memory-recall -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Ghost-xDD/memforks memory-recall --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ghost-xDD/memforks.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .agents/skills/memory-recall && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .agents/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 Ghost-xDD/memforks --skill memory-recall -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Ghost-xDD/memforks memory-recall --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ghost-xDD/memforks.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .cursor/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .cursor/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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/Ghost-xDD/memforks.git --path plugins/codex/plugins/memforks/skills/memory-recall--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 Ghost-xDD/memforks --skill memory-recall -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Ghost-xDD/memforks memory-recall --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ghost-xDD/memforks.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .gemini/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .gemini/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 Ghost-xDD/memforks memory-recallInstalls 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 Ghost-xDD/memforks --skill memory-recall -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Ghost-xDD/memforks.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .github/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .github/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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 Ghost-xDD/memforks --skill memory-recall -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Ghost-xDD/memforks memory-recall --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Ghost-xDD/memforks.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/codex/plugins/memforks/skills/memory-recall .opencode/skills/memory-recall && 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 "memory-recall" agent skill from https://github.com/Ghost-xDD/memforks/tree/main/plugins/codex/plugins/memforks/skills/memory-recall into .opencode/skills/memory-recall/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-recall", 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
memory-recall- GitHub stars
- 105
- Token cost
- ~444 tokens
- SKILL.md length
- 156 words
- Files
- 1
- Skills in repo
- 4
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Recall relevant memory for the current task using the MemWal MCP tool.
- The user asks about prior decisions
- SKILL.md covers Usage, Rules and After recalling
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- What you remember
What it does
Memory Recall is an agent skill from Ghost-xDD/memforks. Recall relevant memory for the current task using the MemWal MCP tool. Use when the user asks about prior decisions, past context, or what you remember.
Its SKILL.md is about 440 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. The repository describes itself as: Git for AI agent memory.
When your agent uses it
- The user asks about prior decisions
- What you remember
Example prompts
- “/memory-recall”
What it can do on your machine
Read from SKILL.md and the folder at commit 314b207. 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 (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Memory Recall loads about 444 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 156 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 156 words (~444 tokens).
“Memory is stored via the MemWal MCP server — use memwal_recall directly as a tool call. Do not run memfork recall from the shell; the MCP tool is faster and context-aware.”
- name
- memory-recall
Files
Just SKILL.md in plugins/codex/plugins/memforks/skills/memory-recall of Ghost-xDD/memforks.
Open the folder on GitHubat commit 314b207
Compare with similar skills
Memory Recall 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 |
|---|---|---|---|---|---|---|
| Memory Recall this skillGhost-xDD/memforks | 105 | — | ~444 | Automated safety check: Pass | Custom licence | |
| 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 | |
| Microsoft Skill CreatorMicrosoftDocs/mcp | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 |
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- Official
MCP Integration for Plugins
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.
- Official
Microsoft Skill Creator
MicrosoftDocs/mcp
Create agent skills for Microsoft technologies using official documentation.
Fastmcp Client CLI
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Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
Crush Configuration
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Explains how to configure the Crush coding agent with crushrc or crush.json, covering providers, models, LSPs, MCP servers, hooks, permissions and config precedence.
More from Ghost-xDD/memforks
Memforks Status
Ghost-xDD/memforks
Show MemForks on-chain status: branch DAG, open merge proposals, recent commits.
Memory Commit
Ghost-xDD/memforks
Commit facts to the MemForks memory DAG using memfork commit --facts.
Memory Fork
Ghost-xDD/memforks
Fork agent memory into parallel branches to explore competing hypotheses.
Related
Categories
Questions about Memory Recall
What does Memory Recall do?
Recall relevant memory for the current task using the MemWal MCP tool. Memory Recall is an agent skill from Ghost-xDD/memforks. Recall relevant memory for the current task using the MemWal MCP tool.
When should I use Memory Recall?
Memory Recall fits situations like: the user asks about prior decisions; what you remember.
How do I install Memory Recall in Claude Code?
Run `npx skills add Ghost-xDD/memforks --skill memory-recall -a claude-code`. Or copy the skill folder (plugins/codex/plugins/memforks/skills/memory-recall in Ghost-xDD/memforks) into .claude/skills/memory-recall in your project. Claude Code loads it when a task matches its description.
How do I install Memory Recall in Codex?
Run `npx skills add Ghost-xDD/memforks --skill memory-recall -a codex`. Or copy the skill folder (plugins/codex/plugins/memforks/skills/memory-recall in Ghost-xDD/memforks) into .agents/skills/memory-recall in your project. Codex loads it when a task matches its description.
Can I use Memory Recall 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 Ghost-xDD/memforks --skill memory-recall -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-recall, .gemini/skills/memory-recall, .github/skills/memory-recall and .opencode/skills/memory-recall in your project.
What does Memory Recall need to run?
SKILL.md names no scripts, command-line tools or credentials: Memory Recall is instructions for the agent only.
Does Memory Recall access the network?
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.
Is Memory Recall 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 Memory Recall use?
Memory Recall 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 Memory Recall use?
About 444 tokens (SKILL.md is roughly 1.8k 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 Memory Recall?
Skills that share tags, products or a category with Memory Recall: 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 Microsoft Skill Creator (MicrosoftDocs/mcp, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Recall?
Ghost-xDD (a GitHub user) maintains it in Ghost-xDD/memforks, which has 105 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on August 28, 2026.
Source: Ghost-xDD/memforks on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.