tiny-context 0.3.0 — agent bundles

New: reusable document profiles. Save literal labels, required document anchors and field types once, then apply the profile to recurring forms/reports in one batch. Missing, invalid or ambiguous fields need review; partial values are withheld. Supports TXT/Markdown, DOCX and text-layer PDFs. No model training, API calls, automatic inference or telemetry. Eight MCP tools remain; the profile mode extends extract.

By AVRG3. This is opt-in: every new document is still parsed and checked. Prefer a direct read for one small file or an existing correct script. Smaller output is not proof of a lower bill; setup, agent turns and caching affect cost. Contract, examples and synthetic evidence: https://github.com/Warddamn/tiny-tools/blob/main/packages/context/docs/DOCUMENT_PROFILES.md

Choose the bundle for your OS: darwin = macOS, win32 = Windows, linux = Linux. Each contains x64/arm64 dependencies and requires Node.js 20+ or a compatible host-provided runtime. Open it in an MCPB-compatible client. The existing no-login npx installation remains in the README for other clients.

All eight tools are checked against known answers after extracting the actual bundle. These are unsigned bundles; the registry metadata includes their SHA-256 hashes. Dependencies are included, so bundles are larger than the npm-style download.

Tools have startup and validation costs. Task-level comparisons include both improvements and regressions; no universal savings are promised. Start with the worked examples: https://github.com/Warddamn/tiny-tools/blob/main/QUICKSTART.md

tiny-context 0.2.0 — agent bundles

New: keyed JSON/JSONL export comparisons. Ask which orders, issues or inventory records changed even when rows are shuffled. diff_files records mode accepts explicit record IDs and selected fields, returns exact scoped counts and bounded before/after previews, and can save a complete local JSONL report. Ambiguous IDs and numeric precision loss fail explicitly. Eight tools remain; no new dependency, model call or telemetry. Existing SQL restrictions and parse-cache safeguards are retained.

Eight local MCP tools by AVRG3 for spreadsheet queries, targeted PDF/Office searches, log summaries, record/document comparisons, validation and extraction. Existing correct scripts and source-side change feeds can be faster; no universal token, time or cost saving is claimed. Examples and evidence: https://github.com/Warddamn/tiny-tools/blob/main/packages/context/docs/RECORD_DIFF.md

Choose the bundle for your OS: darwin = macOS, win32 = Windows, linux = Linux. Each contains x64/arm64 dependencies and requires Node.js 20+ or a compatible host-provided runtime. Open it in an MCPB-compatible client. The existing no-login npx installation remains in the README for other clients.

All eight tools are checked against known answers after extracting the actual bundle. These are unsigned bundles; the registry metadata includes their SHA-256 hashes. Dependencies are included, so bundles are larger than the npm-style download.

Tools have startup and validation costs. Task-level comparisons include both improvements and regressions; no universal savings are promised. Start with the worked examples: https://github.com/Warddamn/tiny-tools/blob/main/QUICKSTART.md

tiny-runtime 0.1.1 — API pagination, retry loops and tool progress

Safety and efficiency update: incremental crash-recoverable checkpoints, bounded collection callbacks, successful repeated reads allowed, duplicate cache hints coalesced, and expired/late cache acknowledgements rejected. Existing version-1 checkpoints can still resume.

Three MCP tools and a JavaScript/TypeScript SDK by AVRG3 for agent workflows:

• collect_pages: resumable API pagination and local batches, duplicate checks, exact integer totals, explicit complete/partial/failed results.
• check_progress: inspect repeated failures against measured state; SDK wrappers enforce the guard in an agent host.
• plan_cache: tool-progress cache scheduling hints; live GPU effects require a compatible serving-engine integration.

Download the MCPB for an MCPB-compatible client (same file on macOS, Windows and Linux, dependencies included). Requires Node.js 20+ or a compatible host runtime. This exact bundle was tested through MCP on all three operating systems.

For other clients, use the tarball with npx; it downloads dependencies and needs no npm account:

npx -y -p https://github.com/Warddamn/tiny-tools/releases/download/runtime-v0.1.1/tiny-runtime-0.1.1.tgz tiny-runtime-mcp

Install and tool reference · Try three examples

No model calls or telemetry in the tools. HTTP sources are explicit read-only requests. The MCP trace tools do not automatically intercept other clients or control hosted-model caches. No real-world token, compute or GPU savings are claimed. Bundle is unsigned; SHA256SUMS.txt and registry metadata verify artifact integrity.

tiny-runtime 0.1.0 — API pagination, retry loops and tool progress

Superseded by tiny-runtime 0.1.1. Upgrade for the safety and efficiency fixes. Older pinned installations do not update automatically. The original assets below are retained unchanged for traceability.

Three MCP tools and a JavaScript/TypeScript SDK by AVRG3 for agent workflows:

• collect_pages: resumable API pagination and local batches, duplicate checks, exact integer totals, explicit complete/partial/failed results.
• check_progress: inspect repeated failures against measured state; SDK wrappers enforce the guard in an agent host.
• plan_cache: tool-progress cache scheduling hints; live GPU effects require a compatible serving-engine integration.

Download the MCPB for an MCPB-compatible client (same file on macOS, Windows and Linux, dependencies included). Requires Node.js 20+ or a compatible host runtime. This exact bundle was tested through MCP on all three operating systems.

For other clients, use the tarball with npx; it downloads dependencies and needs no npm account:

npx -y -p https://github.com/Warddamn/tiny-tools/releases/download/runtime-v0.1.0/tiny-runtime-0.1.0.tgz tiny-runtime-mcp

Install and tool reference · Try three examples

No model calls or telemetry in the tools. HTTP sources are explicit read-only requests. The MCP trace tools do not automatically intercept other clients or control hosted-model caches. No real-world token, compute or GPU savings are claimed. Bundle is unsigned; SHA256SUMS.txt and registry metadata verify artifact integrity.

tiny-context 0.1.1 — agent bundles

Safety update: upgrade from 0.1.0. SQL now accepts one read-only query against the supplied table, blocks external file/network access, enforces resource/deadline limits, and protects existing files during CSV export. Document queries can skip mapping and reuse a bounded, freshness-checked parse cache.

Eight local MCP tools by AVRG3 for spreadsheet queries, targeted PDF/Office searches, log summaries, diffs, validation and extraction.

Choose the bundle for your OS: darwin = macOS, win32 = Windows, linux = Linux. Each contains x64/arm64 dependencies and requires Node.js 20+ or a compatible host-provided runtime. Open it in an MCPB-compatible client. The existing no-login npx installation remains in the README for other clients.

All eight tools are checked against known answers after extracting the actual bundle. These are unsigned bundles; the registry metadata includes their SHA-256 hashes. Dependencies are included, so bundles are larger than the npm-style download.

Tools have startup and validation costs. Task-level comparisons include both improvements and regressions; no universal savings are promised. Start with the worked examples: https://github.com/Warddamn/tiny-tools/blob/main/QUICKSTART.md

tiny-context 0.1.0 — agent bundles

Superseded by tiny-context 0.1.1. Upgrade for the safety and efficiency fixes. Older pinned installations do not update automatically. The original assets below are retained unchanged for traceability.

Eight local MCP tools by AVRG3 for spreadsheet queries, targeted PDF/Office searches, log summaries, diffs, validation and extraction.

Choose the bundle for your OS: darwin = macOS, win32 = Windows, linux = Linux. Each contains x64/arm64 dependencies and requires Node.js 20+ or a compatible host-provided runtime. Open it in an MCPB-compatible client. The existing no-login npx installation remains in the README for other clients.

All eight tools are checked against known answers after extracting the actual bundle. These are unsigned bundles; the registry metadata includes their SHA-256 hashes. Dependencies are included, so bundles are larger than the npm-style download.

A single 12-task Claude trial measured about 20% fewer processed tokens and 50% less total time. Results vary. Start with the worked examples: https://github.com/Warddamn/tiny-tools/blob/main/QUICKSTART.md

tiny-context v0.1.0 — know things about files without reading them

Superseded by tiny-context 0.1.1. Upgrade for the safety and efficiency fixes. Older pinned installations do not update automatically. The original assets below are retained unchanged for traceability.

tiny-context v0.1.0 — 8 local, deterministic tools that let an AI agent outline, search, slice, SQL-query, cluster, diff, validate and extract from files (including PDF, DOCX, PPTX, XLSX) without reading them whole.

Measured on this repo's fixtures: 17 tasks · 7,415,930 naive tokens → 9,169 tool tokens · 99.9% saved. Against a shell-capable agent: same answers, ~20% fewer tokens, ~50% less time. Method: bench/RESULTS.md · evals/COMPARISON.md.

Install without npm (this release)

tiny-context-standalone-0.1.0.tgz is self-contained — it bundles @tiny_tools_pw/shared and its runtime dependencies, so it installs straight from this page:

npm install -g https://github.com/Warddamn/tiny-tools/releases/download/v0.1.0/tiny-context-standalone-0.1.0.tgz

Then point any MCP client at it:

{ "mcpServers": { "tiny-context": { "command": "tiny-context-mcp" } } }

Claude Code, one line:

claude mcp add tiny-context -- tiny-context-mcp

Contents

File	What it is
tiny-context-standalone-0.1.0.tgz	self-contained; installs with no registry account
tiny_tools_pw-context-0.1.0.tgz	the npm package as published (needs @tiny_tools_pw/shared)
tiny_tools_pw-shared-0.1.0.tgz	the shared library

Tested on macOS and Linux with Node 20, 22 and 24, and on Windows. No telemetry, no network calls, MIT licensed.