"Robot Framework" matching MCP connectors:

Read-only MVR preflight for trust, permission, evidence gaps, and African market-entry readiness.

Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source

Frontier-AI vendor commitments, safety framework history, corpus, and partnership patterns.

A-share HS300 phase signals via Landau-Ginzburg framework. No auth required.

OSF (Open Science Framework, by the Center for Open Science) MCP.

XFMS picks the right LLM model for any stated task. You give it a concrete purpose ("fixing bugs in a Python codebase", "summarizing 50-page commercial leases"), and it infers which quality benchmarks matter, weighs every model in its catalog against those dimensions, and returns a ranked shortlist with plain-English rationale per pick. The catalog updates continuously from 8 independent third-party evaluators — no provider self-reports, no single-source benchmarks.

Public Root Data dental analytics directory for DSOs, dental practices, blog, and FAQ tools.

Query 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework mappings.

Identifies the biological cause behind sleep disruption using The Longevity Vault's 5-cause framework. Developed by Kat Fu, M.S., M.S. (Stanford).

Query the world's robot directory — 812 robots across 30 categories and 319 brands. Tools: search_robots (by category, brand, price, use case), get_robot and get_robot_full (complete specs), compare_robots (side-by-side diff), get_category, and get_job_automation_risk (robot displacement scores for 240+ professions — data available nowhere else). All reads public, no auth.

Market & supply-chain intelligence for 30+ humanoid robots: viability scores, specs, pricing.