Loading…
Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.
ContextPull is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding ContextPull to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
uvx contextpull==0.2.1Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-09-14T15:28:27.776252Z",
"publishedAt": "2026-09-14T15:28:27.776252Z",
"statusChangedAt": "2026-09-14T15:28:27.776252Z"
}
},
"server": {
"name": "io.github.mi2arun/contextpull",
"title": "ContextPull",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.2.1",
"packages": [
{
"version": "0.2.1",
"transport": {
"type": "stdio"
},
"identifier": "contextpull",
"runtimeHint": "uvx",
"registryType": "pypi",
"packageArguments": [
{
"type": "positional",
"value": "serve",
"valueHint": "serve"
},
{
"type": "positional",
"format": "filepath",
"valueHint": "corpus_or_store",
"isRequired": true,
"description": "A folder of .md/.txt/.docx/.xlsx/.pptx/.pdf files (ingested into <folder>/.contextpull/store.sqlite first) or an existing store.sqlite"
}
],
"runtimeArguments": [
{
"name": "--from",
"type": "named",
"value": "contextpull[mcp]",
"description": "The server needs the mcp extra."
}
]
},
{
"version": "0.2.1",
"transport": {
"type": "stdio"
},
"identifier": "contextpull",
"runtimeHint": "npx",
"registryType": "npm",
"packageArguments": [
{
"type": "positional",
"value": "serve",
"valueHint": "serve"
},
{
"type": "positional",
"format": "filepath",
"valueHint": "store",
"isRequired": true,
"description": "An existing store.sqlite built by `uvx contextpull ingest <folder>`; the Node server only reads"
}
]
}
],
"repository": {
"url": "https://github.com/mi2arun/contextpull",
"source": "github"
},
"websiteUrl": "https://mi2arun.github.io/contextpull/",
"description": "Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours."
}
}