record_type,provider,platform,handle,url,domains,tier,free_assets,licence,notes
program,Microsoft,github,microsoft/FinanceBenchmark,https://github.com/microsoft/FinanceBenchmark,finance|accounting|AP|AR|agent-evaluation,core,benchmark|synthetic-data|code,verify upstream,ERP path requires Dynamics 365/MCP; model providers may require credentials.
program,Microsoft,github,microsoft/finance-advanced-analytics,https://github.com/microsoft/finance-advanced-analytics,finance|forecasting|analytics,core,code|learning-material,verify upstream,
program,Microsoft,github,microsoft/dstoolkit-corporate-financial-forecasting,https://github.com/microsoft/dstoolkit-corporate-financial-forecasting,finance|forecasting,optional,code|templates,verify upstream,Designed around Azure/Synapse.
program,Microsoft,github,microsoft/CopilotStudioSamples,https://github.com/microsoft/CopilotStudioSamples,copilot|agents|MCP|testing,core,samples|templates,verify upstream,Copilot Studio/Power Platform features may require account/licence.
program,Microsoft-PnP,github,pnp/copilot-pro-dev-samples,https://github.com/pnp/copilot-pro-dev-samples,copilot|finance|financial-statements,core,samples,verify upstream,Some samples require Azure/M365 resources.
program,Microsoft,github,microsoft/qlib,https://github.com/microsoft/qlib,finance|quant|machine-learning,optional,code|data-collectors,verify upstream,
program,IBM,github,IBM/AML-Data,https://github.com/IBM/AML-Data,finance|AML|fraud|synthetic-data,core,synthetic-data,verify upstream,Dataset licence differs from repository code licence; see upstream.
program,IBM,github,IBM/AMLSim,https://github.com/IBM/AMLSim,finance|AML|fraud|graph|synthetic-data,core,simulator|synthetic-data,verify upstream,
program,IBM,github,IBM/TabFormer,https://github.com/IBM/TabFormer,finance|fraud|synthetic-data|transformer,optional,code|dataset,verify upstream,
program,IBM,github,IBM/ai-on-z-fraud-detection,https://github.com/IBM/ai-on-z-fraud-detection,finance|fraud|deep-learning,optional,notebooks|models,verify upstream,Older dependency stack; use primarily as reference/benchmark.
program,IBM,github,IBM/watsonx-ai-samples,https://github.com/IBM/watsonx-ai-samples,watsonx|credit-risk|machine-learning,optional,notebooks|code,verify upstream,Many executions require watsonx/Cloud Pak credentials.
program,IBM,github,IBM/watsonx-developer-hub,https://github.com/IBM/watsonx-developer-hub,watsonx|agents|generative-ai,optional,samples|guides,verify upstream,Runtime generally requires watsonx project/API values.
program,IBM,github,ibm-client-engineering/output-drift-financial-llms,https://github.com/ibm-client-engineering/output-drift-financial-llms,finance|auditability|agent-evaluation|assurance,core,benchmark|assurance-harness,verify upstream,
program,IBM,github,IBM/ai-agent-for-loan-risk,https://github.com/IBM/ai-agent-for-loan-risk,finance|credit-risk|agents,optional,code,verify upstream,Intended deployment requires IBM Cloud/watsonx services.
program,XBRL,github,Arelle/Arelle,https://github.com/Arelle/Arelle,accounting|XBRL|SEC|ESEF|validation,core,code,verify upstream,
program,SEC,github,jadchaar/sec-edgar-downloader,https://github.com/jadchaar/sec-edgar-downloader,accounting|SEC|EDGAR|filings,core,code,verify upstream,Use a compliant SEC user-agent and fair-access practices.
program,Audit,github,westland/auditanalytics,https://github.com/westland/auditanalytics,audit|accounting|analytics|R,core,code|example-data,verify upstream,
program,Audit-Research,github,GitiHubi/deepPaper,https://github.com/GitiHubi/deepPaper,audit|journal-entries|research,optional,research-index,verify upstream,
program,ProsusAI,github,ProsusAI/finBERT,https://github.com/ProsusAI/finBERT,finance|NLP|sentiment,core,code|model-links,verify upstream,
program,AI4Finance,github,AI4Finance-Foundation/FinGPT,https://github.com/AI4Finance-Foundation/FinGPT,finance|LLM|RAG|NLP,core,code|model-links|benchmark-links,verify upstream,
program,Accounting-Agent,github,adoptai/cpa-skills,https://github.com/adoptai/cpa-skills,accounting|audit|reconciliation|journal-entries|sampling,core,code|agent-skills,MIT,
program,Finance-Agent,github,GAJETOso/financeskills,https://github.com/GAJETOso/financeskills,finance|accounting|IFRS|GAAP|audit|compliance,core,code|agent-skills,MIT,
program,Controls,github,esploro-group/closegate,https://github.com/esploro-group/closegate,SOX|segregation-of-duties|accounting|controls|human-in-the-loop,core,code|policy-gates,Apache-2.0,
program,Document-AI,github,docling-project/docling-mcp,https://github.com/docling-project/docling-mcp,documents|evidence|MCP|accounting|audit,core,code|MCP-server,MIT,
program,SEC-MCP,github,stefanoamorelli/sec-edgar-mcp,https://github.com/stefanoamorelli/sec-edgar-mcp,SEC|EDGAR|XBRL|MCP|accounting|finance,core,code|MCP-server,AGPL-3.0,
program,Google,github,google/adk-python,https://github.com/google/adk-python,agents|multi-agent|orchestration,optional,code|agent-framework,Apache-2.0,
program,Microsoft,github,microsoft/agent-framework,https://github.com/microsoft/agent-framework,agents|multi-agent|orchestration|copilot,core,code|agent-framework,MIT,