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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

27.6 / 30

27.6 out of 30
03Economics

20.0 / 20

20.0 out of 20
04Discoverability

10.4 / 20

10.4 out of 20

Highest-impact fix

Estimated gain +10 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
params_unexplained no_return_description
Search repositories indexed by codewiki.google. 'query' is the search text to match against repository names/descriptions; 'limit' caps the number of results returned (default 10, max 50). Returns a list of matching repositories with identifying metadata (e.g. repo name/path) for use with other codewiki tools.
codewiki_fetch_repo
params_unexplained no_return_description
Fetch generated wiki content for a repository from codewiki.google. 'repo' identifies the repository (e.g. name or path as returned by codewiki_search_repos); 'mode' selects the output shape — 'aggregate' (default) returns the wiki content combined into a single document, while 'pages' returns it split into individual pages. Returns the repository's generated wiki text in the selected format.
codewiki_ask_repo
params_unexplained no_return_description
Ask a natural-language question about a specific repository indexed in codewiki.google, using its generated wiki as context. 'repo' identifies the repository to query; 'question' is the natural-language question to ask; 'history' is an optional list of prior {role, content} turns (up to 20) to provide conversational context for follow-up questions. Returns a natural-language answer grounded in the repository's indexed content.

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 A task like 'tell me about the auth module in repo X' could be satisfied either by fetching the aggregate wiki content or by asking a targeted question; both take a repo identifier and return descriptive text, so an agent might pick fetch_repo when ask_repo would better answer a specific question, or vice versa.
codewiki_search_repos codewiki_ask_repo low Both accept free-text query-like input, but search_repos finds repositories by name/topic while ask_repo requires a specific repo already identified plus a question; confusion is unlikely since ask_repo requires a 'repo' argument the agent must already know, making the intent distinction clear in most phrasings.
codewiki_search_repos codewiki_fetch_repo low A vague request like 'find info on repo X' could tempt an agent to call search_repos instead of fetch_repo, but search_repos is clearly for discovering unknown repos via a query while fetch_repo requires a known repo identifier, so mixing them up is only plausible when the user hasn't specified an exact repo name.

Compare the field

One score is useful.
The evidence makes it actionable.

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