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AINumbers Fintech Intelligence Suite

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Server Details

530 MCP tools across 561 fintech tools: ChainGraph AP2 decisions, execution_hash. Zero PII.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL
Repository
PostOakLabs/ainumbers-mcp-apps
GitHub Stars
2
Server Listing
ainumbers-mcp-apps

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Tool DescriptionsB

Average 3.6/5 across 228 of 228 tools scored. Lowest: 2.3/5.

Server CoherenceA
Disambiguation4/5

Most tools have highly specific names and detailed descriptions with unique artifact IDs, making them distinct. However, the sheer volume of 228 tools and frequent thematic overlaps (e.g., multiple 'validate_' or 'assess_' tools for closely related regulations) may cause occasional selection ambiguity for an agent.

Naming Consistency5/5

All tools follow a consistent verb_noun pattern with lowercase and underscores (e.g., assess_, validate_, check_, calculate_). The naming convention is uniform and predictable across the entire toolset, enabling easy pattern recognition.

Tool Count2/5

228 tools is excessive for a single MCP server, even for a broad domain like fintech compliance. This quantity overwhelms the agent with choices and suggests poor scoping; typical servers have 3-15 tools. The server would benefit from decomposition into smaller, focused services.

Completeness4/5

The toolset covers an impressively vast array of fintech and compliance domains, including payment protocols, environmental regulations, tokenization, AI governance, and more. While some niche areas might be missing, the surface is remarkably comprehensive for its intended scope.

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