tiny-context — efficient file tools by AVRG3 MCP server
io.github.Warddamn/tiny-context·v0.3.0Local document queries, saved extraction profiles, spreadsheet SQL, logs and keyed JSON changes.
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tiny-context — efficient file tools by AVRG3 tools
No tool declarations could be read from the package source. They show once the server is installed.
Public scan report
scanner v0.1.10 · 2026-11-01 · same rubric, same numbers if you re-run it
- –Code scanpackage could not be scannedn/a
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 0 days ago15/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How tiny-context — efficient file tools by AVRG3 compares
Against every graded Databases MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 88/100
- higher than 75% of 802 Databases servers
Release history: 3 versions in the registry since 2026-09-21, latest 2026-10-01, typically one every 9 days.
Install tiny-context — efficient file tools by AVRG3 in Claude Code, Cursor or VS Code
The registry entry has no remote endpoint or installable package.
What the publisher says
From the tiny-context — efficient file tools by AVRG3 repository's README, as published. We do not edit it. Read it on GitHub
tiny-tools
MCP tools for file analysis and reliable agent workflows. tiny-context searches documents, queries spreadsheets and summarizes logs. tiny-runtime collects API pages with checkpoints, detects repeated failures and turns tool progress into cache-scheduling hints. Built by AVRG3.
Choose file tools for documents, tables and logs, or runtime tools for pagination, retry loops and progress integration.
Designed for agents seeking fewer steps on file tasks:
- Explain a large error log: summarize_log returns repeated errors, counts and time ranges without sending every log line into context.
- Answer a spreadsheet question: query_table runs SQL over CSV/XLSX/Parquet and returns the result instead of the source rows.
- Find a PDF or Office passage: filemap, queryfile and read_section return an outline, ranked matches and the requested section.
Measure the whole task: the tool response can be much smaller than the source file, but startup, validation and extra agent turns still cost time. Results depend on the task and client. Agent comparison, including regressions · Historical first comparison.
The whole-file-read benchmark below measures a different baseline; its savings are not a prediction for a capable agent.
Find tiny-context
Listed in the official MCP Registry as io.github.Warddamn/tiny-context and indexed by Glama. These listings expose the tool's purpose and installation information; your client must still connect it before an agent can call it.
Safety update 0.1.1
Upgrade older installs using the current install button/config below, then reconnect the server. Existing version-pinned installations do not update automatically.
SQL accepts one read-only query against the supplied table. External file/network access and SQL write commands are disabled; exports require out and never replace existing files. Input/export limits are 64 MB; the query worker defaults to a 15-second deadline with bounded engine/JavaScript memory. These controls are not an operating-system security sandbox.
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
tiny-context — efficient file tools by AVRG3: common questions
- Is tiny-context — efficient file tools by AVRG3 MCP server safe?
- Yes, by our scan: it is graded A (88/100). Read the tiny-context — efficient file tools by AVRG3 safety report
- Does tiny-context — efficient file tools by AVRG3 need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is tiny-context — efficient file tools by AVRG3 maintained?
- The last commit was 3 days ago (2026-11-01). The latest release is v0.3.0.
- What can I use instead of tiny-context — efficient file tools by AVRG3?
- Servers from other publishers that do the same job: DBHub MCP server, Magic Cloud MCP server and AnythingMCP MCP server.
Alternatives to tiny-context — efficient file tools by AVRG3
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AnythingMCPMCP gateway and company brain: 694 connectors (SAP, ERP, SQL), file search, memory and skills.not reviewedEstablishedB- GoSQLXSQL validation, formatting, parsing, metadata extraction, linting, and security analysis.not reviewedGrowingA
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