Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Personal memory outside the AI. Due dates, loose ends and old notes come back on their own.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://mcp.kitemir.jp/mcpRun this in your terminal
claude mcp add --transport http soki https://mcp.kitemir.jp/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"soki": {
"url": "https://mcp.kitemir.jp/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"soki": {
"type": "http",
"url": "https://mcp.kitemir.jp/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://mcp.kitemir.jp/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The publisher (kitemir.jp) is not the repo owner (zz08matsujp-max); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 0 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
SOKI (想起, *sōki* — "recollection") is a hosted MCP server that remembers what you told it and brings it back on its own, in whichever AI you are using.
Talk to ChatGPT today and Claude tomorrow; the memory stays with you, not with the assistant. When a date gets close, SOKI says *"by the way…"*. When something you said you would do is still open, it says *"come to think of it…"*. You never have to ask it to remember, and you never have to ask it to recall.
| Connector | soki — the hosted MCP server at https://mcp.kitemir.jp/mcp (streamable HTTP, OAuth 2.1) |
| Skill: `handover` | Build a handover document out of what SOKI remembers, for whoever picks the work up next |
| `SETUP.md` | First-run connection guide |
In Claude Code. This repository is its own marketplace, so two lines are enough:
/plugin marketplace add zz08matsujp-max/soki-plugin
/plugin install soki-memory@soki
In Cowork. Not yet. Cowork installs from the account's plugin catalogue, which is fed by the Claude plugin directory, and the listing for this plugin is still under review. Until it is approved, use Claude Code — or connect the MCP server on its own (see below), which gives you the memory without the two skills.
After installing there is nothing else to install and no key to paste. The first time a tool is used, a browser opens at mcp.kitemir.jp for sign-in, and the connection is remembered. See SETUP.md.
⚠️ SOKI cannot be used alongside an AI's own built-in memory. Two memories that do not know about each other will contradict one another. Turn the built-in memory off, or do not use SOKI.
⚠️ SOKI is in beta and run by one person. It is free today. Data can be exported at any time.
SOKI(想起)は、AI の外側にあるあなた専用の記憶です。ChatGPT で話したことを Claude が知っている。しかも、ただ覚えているだけではありません。予定が近づけば 「ところで」と切り出し、やり残しは「そういえば」と持ち出します。覚えたことを、 向こうから返しに来る記憶です。
https://mcp.kitemir.jp/mcp(streamable HTTP・OAuth 2.1)Claude Code の場合。 このリポジトリ自体がマーケットプレイスなので、2行で入ります。
/plugin marketplace add zz08matsujp-max/soki-plugin
/plugin install soki-memory@soki
Cowork の場合。 まだ入れられません。Cowork はアカウントのプラグイン・カタログから 入れる仕組みで、そこへは Claude のプラグイン・ディレクトリ経由で載ります。 このプラグインは現在そのディレクトリの審査中です。承認されるまでは Claude Code を お使いください。あるいは MCP サーバーだけを繋ぐこともできます(下記)。その場合、 記憶は使えますが、スキルは付きません。
入れたあとは、インストールするものも貼り付ける鍵もありません。最初にツールを 使ったときにブラウザが開くので、そこで登録またはログインしてください。以後は 覚えています。
Operated by マインドシード研究所 / Mind Seed Research Institute — https://pyol.net/