Daily GitHub stars refresh for OSS AI Hub
Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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chadcorp
Source: github_code
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M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.
MCP_TOKENMCP_STDIO_CMDMODELANTHROPIC_API_KEYOPENAI_API_KEYTAVILY_API_KEYE2B_API_KEYGITHUB_TOKENGH_READONLY_TOKEN github.com/settings/tokens → fine-grained token, public-repo read, 90-day expiry. (Or use the auto-provided secrets..) refresh-starsGITHUB_REPOSITORYPR_NUMBERDUCKDB_PATHANTHROPIC_MODELBATCH_SIZEKAFKA_BOOTSTRAPKAFKA_GROUP_IDKAFKA_IN_TOPICKAFKA_OUT_TOPICKAFKA_DLQ_TOPICVALID_TOKENSHF_TOKENCLOUD_RUN_URLCOHERE_API_KEYVOYAGE_API_KEYLLM_STUBGROQ_API_KEYGEMINI_API_KEYGOOGLE_API_KEYAWS_REGIONMISTRAL_API_KEYOPENROUTER_API_KEYMEM0_API_KEYLETTA_BASE_URLLETTA_MODELLETTA_EMBEDMEMORY_DBMEMORY_HALFLIFE_HOURSNEO4J_URINEO4J_USERNEO4J_PASSWORDSCENE_THRESHOLDTRACELOOP_API_KEYDD_API_KEYHONEYCOMB_KEYHELICONE_API_KEYYOUR_LLM_KEYTRACELOOP_BASE_URLQDRANT_URLFAIL_OPENENVCANARY_ALERT_WEBHOOKCANARY_LOGPINECONE_API_KEYQDRANT_API_KEYTURBOPUFFER_API_KEYMARQO_URLCHUNKINTER_BATCH_MSDRY_RUNUPSERT_URLAPI_KEYTOOLS_UPSERT_API_KEYThe random string you pasted into the Base44 secret field refresh-stars, enrich-descriptions, glossary-v2-pushMAX_RETRIESCLAUDE_CODE_OAUTH_TOKENDATABASE_URLREDIS_URLPOSTGRES_URLTool 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
17/17 tools missing one or more hints — now_utc (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); read_text_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); append_to_log (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +14 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.
Descriptions match behaviour
1 tool describes read intent but its handler mutates — calculator (line 70: return str(eval(expression, {"__builtins__": {}})) # noqa: S307 -- sandboxed)
Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.
Tool inputs are validated
15/17 tool handlers declare input schemas (88%)
Declare an inputSchema with zod/joi/yup on every tool definition.
Tool handlers catch errors
Only 4/17 tool handlers wrap calls in try/catch (24%)
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.
Shell command execution
16 child_process calls — runs shell commands
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Secrets stay with their owner
3 secret/sensitive values flow into network calls (API_KEY → dynamic, API_KEY → dynamic) (3 other flows matched canonical API hosts)
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
Secrets not logged
9 secret values sent to console.log
Redact or omit secret values from log output.
Tool description accuracy
calculator: description implies read-only but handler writes/deletes/executes
Update tool descriptions to accurately reflect all capabilities — especially write, delete, or execute operations.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
[](https://m8ven.ai/mcp/chadcorp-ossaihub-cron-11buhd)?variant=verified from the URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
https://m8ven.ai/api/mcp/tool-check