
Glossarygen
io.github.CloudCorpRecordsPublished by GitHub account CloudCorpRecordsv0.1.0Updated Nov 3, 2026
Build a project glossary from supplied code and doc terms, merged, with source links.
Overview
Glossarygen's local MCP server; no sign-in required; STDIO.
No AI overview yet: these facts come from the registry entry and the server itself.
Installation
In SourceWeft
- Open Glossarygen in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
glossarygen
A project accumulates names faster than it accumulates
explanations for them: the same concept shows up as
user_id in the database layer, UserID in an API type,
and "user id" in the docs, and nobody can say whether
those are one term or three. glossarygen settles that
kind of question from facts you already have. You supply
term occurrences — each name exactly as you found it,
where you found it, and a definition when the docs carry
one — and glossarygen hands back a single merged
glossary: one entry per distinct term, with every source
the term was seen in and the definition the docs gave
it, if any. It writes no definitions of its own and
fetches nothing; it only normalizes and merges what you
supplied.
Normalization follows a fixed recipe, in order. First,
every run of underscores or hyphens becomes a single
space. Then camel humps are split: a space goes before an
uppercase letter that follows a lowercase letter or a
digit, and before an uppercase letter that ends an
acronym run and starts a capitalized word, so
HTTPServer becomes HTTP Server. The result is split
on whitespace and every word is lowercased; the words
joined with single spaces form the term's key. That is
why parseHTTPResponse keys as parse http response,
and why user_id and UserID land on the same key,
user id, and merge into one entry.
Each entry shows its term in display form — the key with
its first character uppercased, so parse http response
reads as Parse http response — together with the
distinct sources across all its occurrences, sorted
ascending, and how many occurrences merged into it. The
entry's definition is the first one supplied in your
order among the merged occurrences; an empty-string
definition still counts as supplied and is kept exactly
as given, and when no occurrence supplies one the
definition is null. Entries come back sorted by key,
and the counts report how many occurrences you supplied,
how many distinct terms they merged into, and how many
of those terms carry a definition versus not.
A name made only of separators, like ___, normalizes
to no words at all and is a validation error naming its
path, as are a missing or empty term list, a non-object
occurrence, a missing, empty, or non-string name or
source, and a definition that is present but not a
string. Invalid input produces no partial glossary.
Unknown extra fields are ignored.
CLI
args.json contains the full arguments object:
The glossary is printed as JSON:
Exit codes: 0 on success, 1 on a runtime error
(including an unreadable or invalid input file, or
invalid input), 2 on a usage error.
MCP server
MCP client config:
Tools
-
build_glossary— Build a project glossary from caller-supplied terms: identifier and doc names are normalized and merged, each entry carrying its sources and its supplied definition, if any.terms(array, required, at least 1 item) — the term occurrences to merge, in the caller's order; each item:name(string, required, non-empty) — term as found: an identifier or a doc phrasesource(string, required, non-empty) — where the term was found (a path or link), echoed as the entry's sourcedefinition(string, optional) — a definition found in the docs
Returns
{entries, counts}, whereentriesholds one{term, sources, occurrences, definition}per distinct normalized term, sorted by term key, andcountsis{supplied, distinct_terms, with_definition, without_definition}.
Docker
Development
License
MIT — Copyright (c) 2026 Rene Turcios
Source: README.md at commit 0e4d85d
Tools
0Version history
1- v0.1.0LatestNov 3, 2026
Score
50% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
- License10 pts