MCP server Reference
Memory
Reference server that stores a local knowledge graph so a client can remember entities and observations across chats.
Home / Use cases / Remember, and read current docs
Use case · Club note
Remember, and read current docs
Three different tools that all get called memory: a local graph, a vector store, and a live docs feed.
- Type
- Use case
- Author
- AgentSkillClub
- License
- CC0-1.0
- Status
- Club note
- Listed
- 2026-11-07
Before you use it. A club note is a reading order, not a product. Follow the license and the caution on each tool it links to.
Original AgentSkillClub write-up, released CC0-1.0. It is not an upstream project. Every tool it names is a separate open-source item in this catalog and keeps its own license.
When this is the job
The agent is forgetting the repo between sessions, or it is inventing APIs from old training data. Those are different failures.
Do not treat them as substitutes
- Memory is the reference knowledge-graph server. It stores entities and observations on the machine that runs it. It is not production-ready, and the file it writes is yours to locate.
- Chroma is Chroma's MCP server.
uvx chroma-mcpis the README's ephemeral client. Persistent and cloud modes are different arguments. - Context7 is Upstash's docs server. It fetches version-specific library documentation. The hosted URL is
https://mcp.context7.com/mcp. That is a network call, not a local notebook.
None of these replace reading the license of the code you are about to change.
Tools in this note
MCP server
Chroma
Official Chroma MCP server for collections, vector search, and full-text search against a Chroma client you choose.
MCP server
Context7
Upstash Context7 pulls version-specific library docs and code examples into a coding agent.
Questions
What license covers Remember, and read current docs?
The catalog records this as CC0-1.0. Original AgentSkillClub write-up, released CC0-1.0. It is not an upstream project. Every tool it names is a separate open-source item in this catalog and keeps its own license.
Is a raw file mirrored here?
The note itself is original text on this site, released CC0. It does not mirror the tools it mentions.
What should I check first?
A club note is a reading order, not a product. Follow the license and the caution on each tool it links to.
Nearby
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Work inside a repository
Filesystem, Git, and GitHub's official server, with deploy kept as a separate decision.
Use case Club note
Add a skill or an MCP server
Anthropic's skill-creator and mcp-builder, plus the rule that a downloaded SKILL.md is text until someone reviews it.