A FastMCP-based Model Context Protocol (MCP) server providing academic paper search, web search, and PDF processing utilities. Features a modular
All In MCP MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. A FastMCP-based Model Context Protocol (MCP) server providing academic paper search, web search, and PDF processing utilities. Features a modular architecture with both proxy and standalone server capabilities.
Once All In MCP is connected, these are the calls the assistant has available:
Category — Tool NamePrerequisites — The Prerequisites tool exposed by this serverYou will need 4 environment variables: APAPER, QWEN_SEARCH, DASHSCOPE_API_KEY, GITHUB_REPO_MCP. The server will not start without them, which is usually why the tools fail to appear on a first run. Keep credentials in your client's env block or a secrets manager rather than in a file you might commit.
pipx for Python package installation - npx for MCP Inspector (Node.js required)@modelcontextprotocol/inspector on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
Among the search and retrieval options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. All In MCP's toolset — Category, Prerequisites — is a fair guide to whether it matches your workflow. It is maintained by jiahaoxiang2000; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Category | Tool Name |
| Prerequisites | The Prerequisites tool exposed by this server. |
{
"mcpServers": {
"all-in": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/inspector"],
"env": {
"APAPER": "your-value",
"QWEN_SEARCH": "your-value",
"DASHSCOPE_API_KEY": "your-value",
"GITHUB_REPO_MCP": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
pipx for Python package installation - npx for MCP Inspector (Node.js required)| Variable | Description | Required |
|---|---|---|
| APAPER | Configuration value read at startup. | Optional |
| QWEN_SEARCH | Configuration value read at startup. | Optional |
| DASHSCOPE_API_KEY | Credential the server authenticates with. | Yes |
| GITHUB_REPO_MCP | Configuration value read at startup. | Optional |
The simplest web tool that matters — fetch any URL and get model-ready markdown back.
Industrial-strength web extraction — render, scrape, crawl and search entire sites into clean markdown.
Puppeteer-powered browser control that drives pages from the accessibility tree instead of pixels.
Search built for AI, not humans — semantic web search that returns model-ready content, plus code context.
Answers, not links — delegate questions to Perplexity's search-grounded models and get cited responses back.
Put 6,000+ pre-built scrapers at your assistant's fingertips through one MCP endpoint.