Agentic-FinSearch
The repository is for Agentic FinSearch, thanks to contributors from RPI.
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Open-Finance-Lab
Source: github_code
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FINGPT_API_KEYMCP_LOG_LEVELGOOGLE_API_KEYMCP_VERBOSEOPENAI_API_KEYHEARTBEAT_DRY_RUNHEARTBEAT_WATCHLISTHEARTBEAT_WINDOW_HOURSHEARTBEAT_MODELOPENAI_BASE_URLDISCORD_BOT_TOKENcp .env.concierge.example .env.concierge # fillDISCORD_CHANNEL_IDHEARTBEAT_HOMESIGNALS_HOMESIGNALS_KEEP_NSIGNALS_MODELSIGNALS_MIN_EDITORIAL_SCORESIGNALS_PER_TICKER_CAPSIGNALS_DESC_CAPSIGNALS_THRESHOLDSIGNALS_DAMP_CAPSIGNALS_DAMP_MIN_ARTICLESSIGNALS_MAX_FILE_MBSIGNALS_STALENESS_ALERT_HGUNICORN_WORKERSGUNICORN_THREADSGUNICORN_WORKER_CONNECTIONSGUNICORN_MAX_REQUESTSGUNICORN_TIMEOUTGUNICORN_LOG_LEVELAGENT_MAX_CONCURRENCYAGENT_DAILY_RUN_BUDGETAGENT_GLOBAL_DAILY_CEILINGANTHROPIC_API_KEYDEEPSEEK_API_KEYTRACEMALLOC_FRAMESBUFFET_AGENT_API_KEYBUFFET_AGENT_ENDPOINTBUFFET_AGENT_TIMEOUTAGENT_TRACINGAGENT_STREAMINGUSE_OPENAI_RESPONSES_APIPREFERRED_LINKS_PATHQUALITY_LOGSCRAPE_MAX_BYTESSCRAPE_MAX_REDIRECTSSCRAPE_SKIP_RESOURCE_TYPESSCRAPE_DNS_CACHE_TTLSCRAPE_POOL_MAXSIZEDJANGO_SECRET_KEYDJANGO_DEBUGDJANGO_ALLOWED_HOSTSCACHE_FILE_PATHCORS_ALLOWED_ORIGINSSESSION_COOKIE_SECURECSRF_COOKIE_SECURESECURE_SSL_REDIRECTSECURE_HSTS_SECONDSSECURE_HSTS_INCLUDE_SUBDOMAINSSECURE_HSTS_PRELOADAPI_RATE_LIMITSIGNALS_DIRRAW_ITEMS_DIRREQUIRE_FINGPT_API_KEYTRUSTED_PROXIESDJANGO_LOG_LEVELEGRESS_OWN_SUBNETMETADATA_WAS_REACHABLETRUTHLAYER_DB_PATHMEMORY_LEAK_WINDOW_SIZEMEMORY_LEAK_CHECK_INTERVALMEMORY_LEAK_SLOPE_THRESHOLDMEMORY_SOFT_LIMIT_MBLLM_DEBUG_LOGLLM_DEBUG_VERBOSEPORTREDIS_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
29/29 tools missing one or more hints — handle_call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_coin_analysis (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_top_gainers (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +26 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 test coverage
18/29 tools referenced in tests (62%)
Write tests that reference each tool by name so every tool has at least one test.
Shell command execution
1 child_process/subprocess call in production code — runs shell commands (Main/backend/mcp_client/tool_wrapper.py:133)
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Readable source code
2 files appear obfuscated
Ship unminified, readable source.
Secrets not written to files
1 secret value written to files
Avoid persisting secrets to disk. Keep them in memory or your secret manager.
Secrets not logged
4 secret values sent to console.log
Redact or omit secret values from log output.
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