AI & Agents MCP Servers for Microsoft Copilot

Free buyer-side outcome verification and provider comparison for supplied agent receipts.

Your DRF API as MCP tools — 1,800 endpoints become 16 dispatchers, permissioned by Django.

Discover Frontier inference capabilities and read sanitized usage through read-only tools.

Now part of GAIP Diagnose: diagnoses failed agent or API calls (gaip_diagnose).

Now part of GAIP Witness: records a task outcome and caller-supplied costs.

Now part of GAIP Witness: verifies GAIP receipts; evidence packs and incident bundles.

Witness: agreed terms, delivery checks, signed receipts, dispute bundles and evidence packs.

Search and discover credentialed operational systems on the GallanDigital marketplace.

Search and compare AI tools, build AI workflows, find tools that state EU hosting. No API key.

Governed AI actions with signed, verifiable receipts: free keyless reads, human-approved writes.

Curated operational knowledge for AI agents. 2 tools. Paid.

Read-only verifier for 25 ProofRelay MCP tools and non-confidential evidence bundles.

One MCP URL for all your connectors — scoped writes, enforced constraints, and a full audit trail.

Image, video, audio and chat from 61 AI models through one connector. Pay per use, no subscription.

Human-in-the-loop approval for agent actions, with verifiable action-bound receipts.

Git-native policy layer for AI agents: check_action verdicts against rules approved via PR.

17-model LLM gateway + 350+ data/KYB/sanctions tools. Pay-per-call USDC via x402, no API key.

Create and manage scheduled, guarded AI agent jobs with built-in quality control and 900+ connectors

The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good bot or bad bot.

Google Sign-In LangChain Agent

Single entry point for the GOSCE portfolio: routes orchestrators to verified agents by capability, w