refinery vs jDocmunch MCP
refinery is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑28.
refinery is a plugin bundle for AI coding tools published by binref. No marketplace we read lists it any more. jDocmunch MCP is an MCP server published by jgravelle. Marketplaces we read that list it: 3 (Official MCP Registry, PyPI (MCP servers), Community GitHub marketplaces). As of our marketplace pass on 2026-10-28. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  jDocmunch MCP | |
|---|---|---|
| Community marketplace binref/agent | Removed on 2026-10-28 Version: 0.0.15 Forks (GitHub): 0 Stars (GitHub): 13 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.150.1 Downloads/month (PyPI): 5 518 Downloads/week (PyPI): 3 895 Forks (GitHub): 48 Stars (GitHub): 207 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 1.150.1 Downloads/month (PyPI): 5 518 Downloads/week (PyPI): 3 895 Forks (GitHub): 48 Stars (GitHub): 207 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | refineryno longer listed · | jDocmunch MCP |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 3 |
| Stars (GitHub) (differs) | 13 | 207 |
| Forks (GitHub) (differs) | 0 | 48 |
| Last release (differs) | Not published | 2026-10-24 |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (jdocmunch-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for | Not published | Not published |
| Parts of the bundle | 1 | 1 |
| Licence (differs) | BSD-3-Clause | LicenseRef-jDocMunch-Dual-Use |
| Repository (differs) | github.com/binref/agent | github.com/jgravelle/jdocmunch-mcp |
| Changes in the last 7 days (differs) | 2 | 3 |
| First seen (differs) | 2026-10-14 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of refinery
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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AI-assisted binary analysis and reverse engineering with Ghidra integration
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developer-tools net.programmes/developer-tools
65+ free in-browser developer tools (JSON, Base64, JWT, hash, regex…) callable over MCP.
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Reverse engineer anything from your terminal or agent with one CLI and MCP server.
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kitbag-mcp io.github.syedtaj7/kitbag-mcp
Zero-config MCP server bundling 50+ utility tools: converters, OCR, scraping, and formatters.
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42 free deterministic utilities: JSON, CSV, YAML, encoding, hashing, JWT, cron, formatters, CSS.
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17 tools for code analysis, JSON repair, encoding fix, format conversion, diff, and regex.
What each says it does
refinery
Binary Refinery skill for binary data transformations & conversions. Vast library of decoding, decompression, unpacking, and decryption utilities. Useful for malware analysis or other reverse engineering tasks.
jDocmunch MCP
Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs.
How to run each
refinery
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
jDocmunch MCP As a local MCP server: PyPI package
claude mcp add --transport stdio jdocmunch-mcp -- uvx jdocmunch-mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
Neither one's marketplaces publish the settings it asks for.
What it can do: refinery · What it can do: jDocmunch MCP · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.