narrow-mcp
narrow-mcp is an open-source MCP server that narrows large low-density files, including logs, CSV, JSON, and HTML, to verbatim spans relevant to an intent. It verifies extracted spans against the original source for developers building AI-assisted file analysis workflows.
Overview
8 featuresnarrow-mcp is a Frameworks & runtimes project. It focuses on finding relevant, source-verified content in large low-density files such as logs, CSV, JSON, and HTML. It is built as an open-source project for developers building MCP-enabled AI workflows. narrow-mcp is open source under the MIT license. narrow-mcp is available on the command line and API, and it can be self-hosted.
It is developed by Manik Prakash, and it first shipped in 2026. The project is developed in the open on GitHub with 6 commits in the last 90 days. Key capabilities include intent-based narrowing, verbatim span extraction, and source verification. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
- Intent-based narrowing
- Verbatim span extraction
- Source verification
- Log processing
- CSV processing
- JSON processing
- HTML processing
- MCP server
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
- Indexed9 Sept · 12:32 UTCnarrow-mcp verified via PyPI Bulk EnumeratorSource: PyPI Bulk Enumerator · Open
Frequently asked questions about narrow-mcp
- What does narrow-mcp do?
- Narrow-mcp focuses on finding relevant, source-verified content in large low-density files such as logs, CSV, JSON, and HTML. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use narrow-mcp?
- narrow-mcp is an open-source project built for developers building MCP-enabled AI workflows.
- Does narrow-mcp have a free plan?
- Yes — narrow-mcp is open source under the MIT license and free to use.
- What platforms does narrow-mcp run on?
- narrow-mcp runs on the command line and API. It can also be self-hosted.
- Is narrow-mcp still active?
- The GitHub repository shows 6 commits in the last 90 days.
- What projects are similar to narrow-mcp?
- Similar projects tracked by PulseGate include GHL Command, project-loop-harness, and miosa-mcp.GHL Commandproject-loop-harnessmiosa-mcp
- Who makes narrow-mcp?
- narrow-mcp is developed by Manik Prakash.
- How long has narrow-mcp been around?
- narrow-mcp first shipped in 2026.
Also in Frameworks & runtimes
Same category — not a similarity match