DWIN Research Adoption runs on your own machine — the client starts it, so there is no endpoint to ping. 45 installs a week from npm. Last commit 14 Sep 2026.
Find, ground, evaluate, and selectively retain AI research through one local-first MCP.
We read the source, 20 h ago · rules 3dff92dd89df
What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.
const child = spawn(command, args, { shell: false, stdio: ["ignore", "pipe", "pipe"], env: { PATH: "/usr/bin:/bin", LANG: "en_US.UTF-8", HF_HUB_OFFLINE: "1", TRANSFORMERS_OFFLINE: "1", HF_HUB_DISABLE_TELEMETRY: "1", DOCLING_ARTIFACTS_PATH: join(RUNTIME, "models") } });
for (const name of ["documents","chunks","nodes","edges","packets"]) counts[name] = this.db.prepare(`SELECT count(*) AS n FROM ${name}`).get().n;
Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.
We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add dwin-research-adoption -- npx -y dwin-research-adoption
{
"mcpServers": {
"dwin-research-adoption": {
"args": [
"-y",
"dwin-research-adoption"
],
"command": "npx"
}
}
}
[mcp_servers.dwin-research-adoption]
command = "npx"
args = ["-y", "dwin-research-adoption"]
{
"mcpServers": {
"dwin-research-adoption": {
"args": [
"-y",
"dwin-research-adoption"
],
"command": "npx"
}
}
}
{
"mcpServers": {
"dwin-research-adoption": {
"args": [
"-y",
"dwin-research-adoption"
],
"command": "npx"
}
}
}
Local-first MCP server for versioning, searching, evaluating, and improving AI prompts.
Notes, files, GitHub, and Drive through one MCP connection.
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Search, inspect and invoke every public tool on Invokera through one MCP connection.
Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Search a curated English and Chinese web index through one read-only MCP tool.
Answers built from our own checks of this server.