Context7
by upstash
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Computer or cloud★ 64,224MITUpdated yesterday
Install
mcp-computeflux
Overview
Description from the maker (original English)
OpenAI-compatible multi-model inference via ComputeFlux (Polkadot testnet, TEE-verifiable). stdio.
PopNx MCP’s three pillars
These three are never merged into one score: opinions, measurements and popularity are different things.
- User voiceiNo reviews yetReviews open together with accounts in a later step
- Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
- UsageiNot measured yet★ –
What you can do with it
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
- Connection: Runs on your computer
- Transport: stdio
- Category: Search & AI memory
Install
Pick the AI app you use, then copy the settings.
Before you install
- Basic checks: 1 of 1 passed
- Runs on your computer with your user’s permissions (files, network, apps).
- The registry lists no key to fill in.
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Download the maker’s .mcpb file
The link goes to the maker’s own file; we do not host or repackage it. Open the file and Claude Desktop installs it.
Run this in your terminal
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.
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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
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.
What it can do
Runs on your computer; the tool list appears in your AI app after you install it.
Basic checksi
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
- ✓ Pass
Maker matches the repo
The registry name was verified with the GitHub account computeflux2026isgod, which owns the repo
- … Not checked yet
Still maintained
We have not read this repo from GitHub yet
- … Not checked yet
Has a licence
We have not read this repo from GitHub yet
- – Not applicable
Endpoint responds
This one runs on your computer; there is no internet endpoint
- – Not applicable
Sign-in with OAuth
Runs on your computer and uses local settings instead
- … Not checked yet
No hidden instructions in tool descriptions
Runs on your computer; we can only read tool lists from internet endpoints
Compared with others in Search & AI memoryi
- More stars than 0% of the other 7281 servers in this category
- Published to the registry more recently than 53% of the other 7281 servers in this category
- Basic checks equal to or better than 100% of the other 7281 servers in this category
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
Common questions
Is mcp-computeflux safe?
It passed 1 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.
What keys or codes does it need?
The registry does not list a required key, though some servers ask you to sign in on first use.
Does it run on my computer or in the cloud?
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
Is it still maintained?
The GitHub repo last changed –, and the latest version (1.0.0) reached the registry 33 days ago.
Which apps can use it?
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need MCPB on your computer.
What can I use instead?
In the same category: Context7, Codebase Memory, Exa
Alternatives
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
Codebase Memory
by DeusData
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Runs on your computer★ 48,148MITUpdated 21 days ago
Install
Exa
by exa-labs
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Runs in the cloud★ 5,213MITUpdated last month
Install
README from the maker
Open the README
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.
mcp-computeflux
Zero-dependency MCP (Model Context Protocol) server. Give any MCP host — Cursor, Claude Desktop, Windsurf, any MCP client — one OpenAI-compatible endpoint, and call models on ComputeFlux as plain tools: list what's available, then run a chat completion.
Your MCP agents hit flash-tier models over one OpenAI-compatible endpoint.
- ~175 lines of Node 18+, no `npm install` to run the server (only the optional
client/e2e harness pulls SDK deps). - Backend-agnostic: point it at *any* OpenAI-compatible API — ComputeFlux is the default, not the only target.
- ComputeFlux is an OpenAI-compatible, TEE-verifiable multi-model inference gateway deployed on the Polkadot testnet.
Tools
| Tool | What it does |
|---|---|
computeflux_models | Lists the model ids served by the endpoint. |
computeflux_chat | Runs a non-streaming chat completion (model + OpenAI messages; optional max_tokens, temperature). Returns model, finish reason, latency, usage, and the assistant text. |
Configuration (env)
| Variable | Required | Default | Notes |
|---|---|---|---|
COMPUTEFLUX_API_KEY | yes | — | Bearer key for the endpoint. |
COMPUTEFLUX_BASE_URL | no | https://api.computeflux.ai/v1 | Any OpenAI-compatible base URL. |
export COMPUTEFLUX_API_KEY="your_c***_key"export COMPUTEFLUX_BASE_URL="https://your-openai-compat-host/v1" # optional
Install
Published on the official MCP Registry (.mcpb bundle, no npm step):
io.github.computeflux2026isgod/mcp-computeflux — listed on the official MCP Registry (search by this name).
Any MCP client / agent that supports registry install (mcp add, Cursor, Claude Desktop, Claude Code) can pull it by name. Direct git-clone quickstart:
git clone https://github.com/computeflux2026isgod/mcp-computefluxexport COMPUTEFLUX_API_KEY="your_...key" node /path/to/mcp-computeflux/server.mjs # stdio JSON-RPC
mcpServers snippet:
{"mcpServers": { "computeflux": { "command": "node", "args": ["/path/to/mcp-computeflux/server.mjs"], "env": { "COMPUTEFLUX_API_KEY": "your_c***_key" } } } }
Local e2e (optional)
client/ contains a tiny harness using the official MCP SDK — the exact path Cursor / Claude Desktop use. It spawns the server over stdio, lists tools, and runs one chat completion with a unique-token round-trip fidelity check.
cd client && npm install && npm run e2e # expects COMPUTEFLUX_API_KEY in the .env it points toTransport
Newline-delimited JSON-RPC 2.0 over stdio. Only protocol messages are written to stdout; logs go to stderr.
License
MIT