Repository
MemPalace/mempalace agent skills
- skills
- 5
- GitHub stars
- 59k
GitHub description: “The best-benchmarked open-source AI memory system. And it's free.”
- Stars
- 59,455 (7,561 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- Apr 2026
- Homepage
- mempalaceofficial.com
- ai
- chromadb
- llm
- mcp
- memory
- python
Install all skills
npx skills add MemPalace/mempalaceAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in MemPalace/mempalace, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Mines project files and conversation exports into a local, searchable memory palace and recalls past work by semantic search through the mempalace CLI. | MemPalace/ | 59k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 2 | Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization. | MemPalace/ | 59k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 3 | Makes the agent search the user's MemPalace memory before answering about past work, people, projects or earlier decisions. | MemPalace/ | 59k | — | ~1.7k | Automated safety check: Pass | MIT | yesterday |
| 4 | Creates, hands off, claims, executes and closes agent tasks through the MemPalace logstream, with approval of the exact task before it is recorded. | MemPalace/ | 59k | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 5 | Gives an agent a local memory palace over MCP: verbatim conversation memory, semantic search and a temporal knowledge graph, with a per-session recall protocol. | MemPalace/ | 59k | — | ~2.7k | Automated safety check: Pass | MIT | yesterday |
Questions, answered from the data.
What is the best skill in MemPalace/mempalace?
MemPalace Memory Search from MemPalace/mempalace ranks first of the 5 skills in MemPalace/mempalace listed here, with the highest score: its repository has 59k GitHub stars, its SKILL.md loads about 1.4k tokens and it passes the automated safety check with no findings. Next come MemPalace Setup and Operation and MemPalace Recall Protocol.
Are the skills in MemPalace/mempalace official?
None yet. All 5 skills in MemPalace/mempalace listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from MemPalace/mempalace?
Run npx skills add MemPalace/mempalace in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.