agentql
Load and parse webpages using natural language queries to extract structured data. Manage browser sessions for interactive automation and retrieve usage metrics.
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Limited view: static analysis for Python is partially covered.
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mcparmory
Source: Glama · also listed on github_topic
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Install from
The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
BASE_URLCONNECTION_POOL_SIZEMAX_KEEPALIVE_CONNECTIONSLOG_LEVELHTTPX_CONNECT_TIMEOUTHTTPX_READ_TIMEOUTHTTPX_WRITE_TIMEOUTHTTPX_POOL_TIMEOUTTOOL_EXECUTION_TIMEOUTMAX_RETRIESRETRY_BACKOFF_FACTORRATE_LIMIT_REQUESTS_PER_SECONDSANITIZATION_LEVELAPI_TIMEOUTRATE_LIMITSERVER_APPIDSERVER_YOUR_DOMAINSERVER_COMPANYDOMAINSERVER_URL_UPLOAD_FILE_VERSIONSERVER_URL_UPLOAD_FILESERVER_URL_CREATE_UPLOAD_SESSIONSERVER_URL_CREATE_FILE_UPLOAD_SESSIONSERVER_URL_GET_UPLOAD_SESSIONSERVER_URL_UPLOAD_FILE_PARTSERVER_URL_ABORT_UPLOAD_SESSIONSERVER_URL_LIST_UPLOAD_SESSION_PARTSSERVER_URL_COMMIT_UPLOAD_SESSIONSERVER_URL_DOWNLOAD_ZIP_ARCHIVESERVER_CANVAS_DOMAINSERVER_SITESERVER_SUBDOMAINSERVER_URL_PUBLISH_EVENTSERVER_URL_SEND_LOGSSERVER_URL_CREATE_PAGESERVER_URL_ACKNOWLEDGE_PAGESERVER_URL_ESCALATE_PAGESERVER_URL_RESOLVE_PAGESERVER_URL_SEND_SERVER_EVENTSERVER_URL_UPLOAD_RELEASE_ASSETSERVER_GITLAB_HOSTSERVER_URL_LOCATE_DEVICESERVER_URL_SNAP_COORDINATES_TO_ROADSSERVER_URL_SNAP_POINTS_TO_ROADSSERVER_GRAFANA_URLSERVER_PROTOCOLSERVER_HOSTSERVER_REGIONANDDOMAINSERVER_REGIONSERVER_URL_UPLOAD_DSYM_FILESERVER_URL_UPLOAD_RELEASE_FILESERVER_URL_UPLOAD_RELEASE_FILE_PROJECTSERVER_STORE_NAMEOAUTH2_CALLBACK_PORTOAUTH2_CLIENT_IDOAUTH2_CLIENT_SECRETOAUTH2_SCOPESPORTTool annotations
9848/10170 tools have annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
10170/10170 tools missing one or more hints — query_webpage_data (missing: readOnlyHint, destructiveHint, idempotentHint); get_usage (missing: destructiveHint, idempotentHint); create_browser_session (missing: readOnlyHint, destructiveHint, idempotentHint), +10167 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
9742/10170 tool handlers declare input schemas (96%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
9728/10170 tool handlers wrap calls in try/catch (96%)
Wrap each tool handler body in try/catch and return a structured error response.
Tests exist
No test files found
Add tests that exercise each declared tool.
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