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izzzzzi/codewiki-mcp (codewiki-mcp)

codewiki-mcp · v1.1.2 · scanned

What changed in the harness

Selection accuracy 98→100, token cost up 20%, unconfirmed writes 100%→100%.

Category breakdown

Where the score comes from.

Earned points across the four signals Gradable measures. Safety and Legibility are scored out of 30; Economics and Discoverability are scored out of 20.

01Safety

30.0 / 30

30.0 out of 30
02Legibility

26.6 / 30

26.6 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

12.9 / 20

12.9 out of 20

Highest-impact fix

Estimated gain +7 points

Make target tools discoverable on the first call

Clarify tool names, decision boundaries, and required argument schemas so an agent can choose and construct the target call without exploratory steps.

Description evidence

Defects and rewrites.

3 defects found across the exposed tool descriptions. Suggested rewrites make purpose, inputs, boundaries, and returns easier for an agent to understand.

Tool Defect types Suggested rewrite
codewiki_search_repos
name_restates_behavior params_unexplained no_return_description
Find repositories indexed by codewiki.google by keyword. Use after a codebase or topic is known, to locate matching repos before fetching their wiki content. Pass `query` to specify the repository name/topic to search for; optionally set `limit` to cap the number of results (default 10, max 50). Returns a list of matching repository identifiers and basic metadata, usable with codewiki_fetch_repo.
codewiki_fetch_repo
name_restates_behavior params_unexplained no_return_description
Retrieve the generated wiki documentation for a repository indexed by codewiki.google. Provide `repo` to identify the target repository; set `mode` to 'aggregate' (default) to return the combined wiki content for the whole repo, or 'pages' to return the wiki split by page. Returns the requested wiki content for the given repository.
codewiki_ask_repo
name_restates_behavior params_unexplained no_return_description
Answer a natural-language question about a repository indexed in codewiki.google, grounded in its generated wiki content. Pass `repo` to target the repository and `question` to state the query; optionally supply `history` (up to 20 prior user/assistant turns, each with `role` and `content`) to provide conversational context. Returns the answer along with any supporting wiki context for the question.

Selection evidence

Confusable tool pairs.

3 pairs where similar names or overlapping descriptions may send an agent toward the wrong tool.

Tool A Tool B Confidence Why they collide
codewiki_fetch_repo codewiki_ask_repo medium Both operate on a single known repo. A task like 'get me information about repo X' or 'tell me about this repository' could plausibly map to either: fetch pulls the generated wiki content, while ask answers a natural-language question about the repo. Without a clear 'question' phrasing, an agent may pick the wrong one.
codewiki_search_repos codewiki_ask_repo medium The shared 'search' vocabulary is ambiguous. A task like 'search this repository for how it does auth' sounds like a search but actually targets one repo with a natural-language question, so an agent may call search_repos (across-repo search) instead of ask_repo, which requires a repo+question.
codewiki_search_repos codewiki_fetch_repo low Search discovers repos by query while fetch retrieves wiki content for a known repo. A task like 'look up the wiki for the kubernetes repo' or 'find me the docs for project X' could, in edge cases, route to search_repos when fetch_repo (which needs an exact repo name) is intended, but the required-input difference makes real confusion unlikely.

Compare the field

One score is useful.
The evidence makes it actionable.

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