Enables AI agents to search and query documentation from git repositories using hybrid search and structured metadata queries.
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Limited view: static analysis for Python is partially covered.
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johnmathews
Source: Glama
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DOCSERVER_CONFIG/config/sources.yaml Path to config fileDOCSERVER_INGEST_ON_STARTDOCSERVER_CHROMA_HOSTunset (compose: chroma) Hostname of the Chroma sidecar. Required in production; tests fall back to PersistentClient when unset.DOCSERVER_MAX_CONVERSATIONSDOCSERVER_MODEL_DIRDOCSERVER_EMBEDDING_BATCH_SIZEDOCSERVER_LOG_LEVELINFO Log levelDOCSERVER_LOG_FORMATjson Log format (json or text)DOCSERVER_INGEST_NICE10 (set by supervisor) Nice offset applied to each ingestion worker subprocess. Lower priority than the docserver process.DOCSERVER_RERANKER_MODEL_DIRANTHROPIC_API_KEYThe chat agent calls the Anthropic API. Either export in your shell before running compose, orDOCSERVER_CHAT_MODELchat_model_valid / chat_model_error — set by a startup probe that calls models.retrieve()Tool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
7/7 tools missing one or more hints — search_docs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); query_docs (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_document (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +4 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool inputs are validated
5/7 tool handlers declare input schemas (71%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 1/7 tool handlers wrap calls in try/catch (14%)
Wrap each tool handler body in try/catch and return a structured error response.
License file
No license file
Add a LICENSE file (MIT, Apache-2.0, etc.).
Tests exist
No test files found
Add tests that exercise each declared tool.
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