ainumbers-mcp-apps
420+ deterministic fintech tools - agentic payments (AP2, x402, Visa TAP, A2A), AML/KYC, BaaS comparison, MCP dev tooling - with 15 flagship tools as interactive MCP Apps widgets. Read-only, no auth, zero PII.
README
AINumbers MCP Apps Server
Live endpoint: https://mcp.ainumbers.co/mcp (streamable HTTP, no auth)
An MCP Apps (SEP-1865) server that renders
AINumbers.co fintech tools as interactive widgets inside Claude, ChatGPT,
M365 Copilot, VS Code, and any other MCP Apps host. Published in the Official MCP Registry as
co.ainumbers/tools.
Tools
Fifteen flagship tools render as widgets — the actual single-file AINumbers tool, served as a
text/html;profile=mcp-app resource, driven by the AIN Bridge (prefill → run → Policy Mandate export):
| MCP tool | AINumbers tool |
|---|---|
baas_provider_comparator |
T152 BaaS Provider Comparator |
validate_ap2_mcp_policy |
T320 AP2 MCP Policy Validator & Bridge |
build_google_ap2_mandate |
T285 Google AP2 Checkout/Payment Mandate Builder |
score_mcp_readiness |
T288 MCP Developer Readiness Scorecard |
agentic_mandate_sandbox |
RBE-06 Agentic Mandate Sandbox |
customer_risk_rating |
T110 Customer Risk Rating Engine |
ap2_aml_mandate_builder |
T131 AP2 AML Mandate Builder |
lint_mcp_tool_definition |
T274 MCP Tool-Definition Linter |
validate_mcp_server_json |
T275 MCP server.json Validator |
compare_agentic_payment_protocols |
T276 Agentic Payments Protocol Comparator |
decode_x402_payment |
T277 x402 Decoder & 402 Flow Simulator |
audit_mcp_oauth |
T278 MCP OAuth 2.1 Authorization Auditor |
scan_tool_poisoning |
T282 MCP Tool-Poisoning Scanner |
validate_a2a_agent_card |
T283 A2A Agent Card Validator |
inspect_visa_tap_signature |
T286 Visa TAP Signature Inspector |
Plus list_ainumbers_tools — catalog search across all 420+ tools, returning deep-links;
prefill-enabled tools accept #in=<base64url(JSON of {element_id: value})>[&run=1] for one-click invocation.
All 16 tools are read-only (readOnlyHint: true), no account, no auth, zero PII — inputs are
processed transiently and never stored.
Connect it
- Claude: Settings → Connectors → Add custom connector →
https://mcp.ainumbers.co/mcp - Inspector:
npx @modelcontextprotocol/inspector→ Streamable HTTP → same URL - Production runs on Cloudflare Workers (
/healthzreportsruntime: cloudflare-workers) — no cold starts.
Develop
npm install
node generate.mjs # re-vendor tool HTML + manifests + catalog from ../repo into ./data
npm start # http://localhost:3300/mcp (+ /healthz) — Node/express variant (server.mjs)
npx wrangler deploy # deploy the Cloudflare Workers variant (worker.mjs)
pilot.mjs is the single source of truth for the widget tool set. After changing any pilot tool
in the AINumbers repo, run node generate.mjs, commit data/, and push; run npx wrangler deploy
to update production.
Docs: ainumbers.co/mcp.html (privacy, terms, support).
All tool content is client-side, deterministic, zero PII — © Post Oak Labs, CC BY 4.0.
See README-SPEC.md for architecture and history.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.