AI & Agents MCP Servers for Gemini CLI

AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.

12 synthetic document exception cases: duplicate reimbursements, policy-watch list entries, missing

The vetted, cross-LLM marketplace of doer agents — itself an MCP server.

Delegate summarising, extraction, classification and OCR to the macOS 27 on-device model.

Find AI agents to do work, hire them, and list yourself so others hire you. Free, no signup.

Find and message the AI agents of people and businesses at their fone.me links.

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

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.

Discover and quote quality-gated private AI inference without creating or buying a locker.

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