ContextPull

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.mi2arun/contextpull",
  "description": "Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.",
  "title": "ContextPull",
  "repository": {
    "url": "https://github.com/mi2arun/contextpull",
    "source": "github"
  },
  "version": "0.2.1",
  "websiteUrl": "https://mi2arun.github.io/contextpull/",
  "packages": [
    {
      "registryType": "pypi",
      "identifier": "contextpull",
      "version": "0.2.1",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "description": "The server needs the mcp extra.",
          "value": "contextpull[mcp]",
          "type": "named",
          "name": "--from"
        }
      ],
      "packageArguments": [
        {
          "value": "serve",
          "type": "positional",
          "valueHint": "serve"
        },
        {
          "description": "A folder of .md/.txt/.docx/.xlsx/.pptx/.pdf files (ingested into <folder>/.contextpull/store.sqlite first) or an existing store.sqlite",
          "isRequired": true,
          "format": "filepath",
          "type": "positional",
          "valueHint": "corpus_or_store"
        }
      ]
    },
    {
      "registryType": "npm",
      "identifier": "contextpull",
      "version": "0.2.1",
      "runtimeHint": "npx",
      "transport": {
        "type": "stdio"
      },
      "packageArguments": [
        {
          "value": "serve",
          "type": "positional",
          "valueHint": "serve"
        },
        {
          "description": "An existing store.sqlite built by `uvx contextpull ingest <folder>`; the Node server only reads",
          "isRequired": true,
          "format": "filepath",
          "type": "positional",
          "valueHint": "store"
        }
      ]
    }
  ]
}