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  3. Dowse
Dowse logo
Health: ActiveRecent health check succeeded.Last checked 9/9/2026, 10:31:51 PM

Dowse

User RatingsBe the first to rate and review this MCP server!
View Repository15 GitHub StarsTotal stargazers on GitHub for the source repository (15 stars).Visit Website
windowsfile-searchocrfilesystemlocal-search

Windows-native, read-only MCP server for searching file names, document contents, source code, and OCR text in local images.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ€” or use 1-click editor setup below.

One-click editor setup isnโ€™t available for this listing yet โ€” we donโ€™t have a confirmed install command, and weโ€™d rather show nothing than point your editor at the wrong package or host. Follow the projectโ€™s own setup instructions, linked above.

Manual Client & Custom JSON ConfigExpand JSON โ–พ
No confirmed setup config for this listing yet. We only publish a config block when the install details come from the project itself โ€” its README, its docs, or a verified owner. We havenโ€™t found those for ltspace/dowse, and weโ€™d rather show nothing than a guess youโ€™d paste into your client. Follow the projectโ€™s own setup instructions for the current steps.
Install Directory Badge Claim listing Alternatives๐Ÿ“‚ More in File Systems

Overview

dowse maintains a local index of Windows file names and contents, including PDFs, Office documents, plain text, Markdown, and source code. It also indexes text extracted offline from PNG, JPG, WebP, and BMP images. Use it when an AI agent needs local, read-only file search over MCP via stdio.

Use cases

โ€ขSearch local files by name and content
โ€ขFind text inside screenshots and other images
โ€ขSearch PDF and Office document contents
โ€ขFilter results by path, modification time, or size
โ€ขRetrieve locally indexed information for AI agents

Key features

โ€ขFile-name and document-content search
โ€ขOffline OCR for PNG, JPG, WebP, and BMP images
โ€ขChinese word segmentation with BM25 ranking
โ€ขIncremental indexing with file-watch updates
โ€ขMCP server exposed over stdio
โ€ขNTFS MFT and USN Journal fast path

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Dowse.

Extracted Tool Capabilities
File-name and document-content search
Offline OCR for PNG, JPG, WebP, and BMP images
Chinese word segmentation with BM25 ranking
Incremental indexing with file-watch updates
MCP server exposed over stdio
NTFS MFT and USN Journal fast path

Documentation Overview

English | ็ฎ€ไฝ“ไธญๆ–‡

dowse logo

dowse

Open-source local file content search for Windows. Find file names, PDF and Office contents, source code, and text inside screenshots โ€” one hotkey away.

Website ยท English product page ยท Windows file-content search guide๏ผˆไธญๆ–‡๏ผ‰

License Latest release CI status GitHub stars Platform: Windows Rust edition 2024 Downloads Glama MCP server score

The name comes from a dowsing rod.

Dowse searching the fictional Northstar workspace, with ranked project files on the left and a live brief preview on the right

Motivation

No Windows tool satisfies all three of the following at once:

  • Keep a persistent index of file contents, not just file names (Everything can scan contents on demand, but its instant index is centered on names and paths)
  • Recognize and index text inside images on ordinary Windows PCs without requiring a Copilot+ device
  • One hotkey to summon, full keyboard operation, no perceptible latency

The closest open-source implementation is sist2, but it targets Linux (on Windows it only runs via Docker), treats Chinese text as trigrams, and the project is no longer maintained. dowse is a Windows-native implementation built around these three points.

Features

๐Ÿ” File name searchInstant, as you type
๐Ÿ“„ Document content searchPlain text, Markdown, code, and document formats (PDF, Word, Excel, PowerPoint)
๐Ÿ–ผ๏ธ Screenshot / image OCRText inside PNG/JPG/WebP/BMP images, fully offline (Windows.Media.Ocr)
๐Ÿˆถ Chinese word segmentationjieba + BM25 ranking, not trigrams โ€” plus automatic GBK encoding detection
โšก Incremental indexingFile-watch during runtime, mtime/size reconciliation at startup
๐Ÿค– MCP serverExposes local search to AI agents over stdio
๐Ÿš€ NTFS fast pathMFT enumeration + USN Journal, admin-only, falls back transparently otherwise

dowse vs. the alternatives

dowseEverythingWindows Searchsist2
File name searchโœ“โœ“โœ“โœ“
Document content searchโœ“ (persistent index)on-demand scandepends on indexed locations and filtersโœ“
Screenshot / image OCRโœ“โœ—device/version dependentlimited (optional Tesseract)
Proper Chinese segmentationโœ“ (jieba)โ€”limitedโœ— (trigrams)
Fully local, no networkโœ“โœ“โœ“โœ“
Global hotkey overlayโœ“โœ“โœ“ (Win key)โœ— (web UI)
Windows-nativeโœ“โœ“โœ“โœ— (Linux-first, Docker on Windows)

Chinese text handling

  • Word segmentation via jieba, ranking via BM25 (tantivy engine). No trigrams.
  • Automatic file encoding detection (chardetng). GBK-encoded files are decoded correctly before indexing โ€” this matters because a large share of Chinese-language documents on Windows, especially older ones, are still saved in GBK rather than UTF-8, and a search tool that assumes UTF-8 will silently mis-index or garble them.
  • Multi-term queries default to AND semantics. Quoted phrase queries match on exact position. Inline operators narrow things down further: path:reports, mtime:>2026-01-01, size:>10mb, uppercase OR between groups, -term to exclude.
  • OCR runs on the Windows-native engine (Windows.Media.Ocr), fully offline. The zh-Hans language pack also covers mixed Chinese/English text, no extra configuration required.

Performance

Design targets; exceeding them is treated as a defect. "Measured" is a from-scratch benchmark of dowse 0.7.0 (i7-13700K / 24 logical cores / 64GB RAM, single machine, single session, 2026-07-12), reusing the byte-identical corpus from the v0.6.1 round-3 benchmark for direct comparability. Full raw output (index/search logs, JSON result files) is kept with the benchmark working directory, outside this repo.

MetricDesign targetMeasured (v0.7.0, 2026-07-12)
Hotkey to window visible< 50msnot measured โ€” CLI-only benchmark, no overlay-app instrumentation
Keystroke to results rendered< 80msnot measured โ€” same
OCR, single image~112ms / 1080p screenshot~170ms isolated (480ร—200 synthetic image), unchanged from v0.6.1 โ€” the OCR pipeline was not modified this release. Sub-30ms readings on immediate repeat runs of the same image reflect OS-level recognition caching, not real recognition, and are excluded here. Not real 1080p screenshots
Resident memory< 150MB idlenot measured (idle); peak working set during full-corpus indexing was ~327MB โ€” a different metric, not a regression against the idle target
Installer size< 50MB (revised 2026-07 โ€” the original 15MB target predates the bundled CLI sidecar)14.98MB (dowse-app_0.9.0_x64-setup.exe, published release)
Full-text index build, 10,000 files / 437MBseconds (planned filename-only fast path)10.0โ€“10.6s โ€” current full-content dowse index, not the planned filename-only MFT path
Full-text index build + OCR, 15,100 files (incl. 5,100 images)โ€”~46.6s first pass, all 5,100/5,100 images OCR'd in that same pass โ€” no pending, no second pass needed
Search latency, P50 (5 required categories)โ€”30.7โ€“161.1ms across single word / Chinese phrase / English phrase / multi-word AND / zero-result, on a 15,100-document index
Search latency, P95โ€”39.1โ€“172.3ms, same 5 categories
ext: filter query latencyโ€”P50 155.6ms, same band as the non-zero-result query categories
Index size รท corpus sizeโ€”0.36 (text-only), down from 0.54 in the v0.6.1 round

Full-corpus rows measured on the same 10,000-file / 437.66MB text corpus plus 5,100 synthetic 480ร—200 OCR images (89.8MB) used for the v0.6.1 round-3 numbers above โ€” byte-identical, reused directly rather than regenerated. Indexing is roughly 2x faster and the on-disk text index roughly a third smaller than v0.6.1; both track the new tokenizer (lowercase normalization, alphanumeric-boundary splitting of Latin words) producing a leaner term dictionary. The zero-result query dropped from 135ms (v0.6.1) to a startup-noise-level 31ms, consistent with less index to scan before concluding a term is absent. OCR recognition speed is unchanged this release, since the pipeline was not touched: single-image recognition stays around 170ms, and the sub-30ms readings on repeated identical images are OS-level caching artifacts, not real recognition. The full-corpus text-plus-OCR pass got faster (83s to 46.6s) from the quicker tokenizer and write path, not from faster recognition.

Quick start

Download โ€” grab the installer from the latest release (dowse-app_*_x64-setup.exe), run it, then `Alt+`` to summon.

The installer is unsigned, so Windows SmartScreen will flag it on first run. To proceed, click More info and then Run anyway. A code-signing certificate is a recurring cost that is hard to justify for an independent project; it may be reconsidered for a future release.

Install the CLI โ€” the library and command-line tool ship as one dowse package:

powershell
cargo install dowse                 # once published to crates.io
cargo install --path crates/dowse   # from a local checkout

Build from source:

powershell
git clone https://github.com/ltspace/dowse && cd dowse

# CLI
cargo run -p dowse -- index D:\docs      # build the index
cargo run -p dowse -- search ้™ๆต         # search
cargo run -p dowse -- search "็ฒพ็กฎ็Ÿญ่ฏญ"   # phrase query
cargo run -p dowse -- add E:\projects     # add another root incrementally (no full rebuild)
cargo run -p dowse -- rules show          # view index rules (excluded dirs, extra extensions, size cap)

# Overlay app (Tauri 2 + Svelte 5)
cd crates/dowse-app
npm install
cargo tauri build      # produces the installer under target/release/bundle

Read the full README โ†’View source on GitHub โ†’

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks โ€” not a rating.

GitHub stars
15
Stargazers on the source repository.
Last commit
5d ago
Most recent push to the default branch.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

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Frequently Asked Questions about Dowse

dowse is a Windows-native application and MCP server.

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Technical Specs & Signals

Category๐Ÿ“‚File Systems
PricingFree
More technical detailsExpand โ–พ
AuthNo auth required
Last updatedSep 7, 2026
10/10 checks healthy over the last 30d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars15
GitHub Star CountTotal stargazers on GitHub representing community popularity (15 stars).
Last commit5d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Sep 7, 2026
47Quality signal: Fair ยท 47/100How this signal is calculated โ–พ
Server availabilityNot measured

Not scored for repo-hosted servers โ€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools19/30
Adoption & activity6/15
Community engagement0/10

A guidance signal from public completeness & health data โ€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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