New MCP Servers

Eiffel Structural Prover

Peak season. 18,000 failed fulfillments in 23 minutes. Processing center collapsed at 4x normal volume. Plan said 'additional staff will handle it.' Nobody calculated the load. Nobody tested what happens when sorting exhausts while staging overflows while delivery schedules expire simultaneously. Eiffel calculated wind force at every height — 7 tons/m² at the summit. He manufactured 18,038 iron pieces to 0.1mm tolerance, tested each individually. This tool forces structural rigor: quantify loads, modularize components, account for environmental forces, prove with math, align stakeholders.

Edmunds

Access comprehensive automotive data via Edmunds — decode VINs, list car makes and models, inspect engine specs, and query vehicle styles directly from any AI agent.

Edison Experimentation Prover

A team chose paper filing because 'best practice.' No pilot. No alternatives tested. 8 months later, 14,000 submissions/day — 47 hours behind on retrieval. Emergency migration under pressure. Cost: 3x the estimate, 6 weeks frozen. Edison tested 3,000+ filament materials before carbonized bamboo — he did not pick the 'obvious choice.' This tool forces experimentation: test alternatives with measured criteria, iterate beyond the first solution, build the ecosystem, prove viability under real conditions, and document dead ends.

Dyte

Manage live video and audio experiences via Dyte — create meetings, manage participants, and control recordings or livestreams directly from any AI agent.

DrChrono

Manage healthcare workflows via DrChrono — handle patient records, schedule appointments, and access clinical notes directly from your AI agent.

DocRaptor

Convert HTML to professional PDFs and Excel spreadsheets using the high-quality Prince XML engine.

Docket Alarm

Search over 732 million legal records, track court dockets, and extract AI-powered insights from PACER and state courts.

DocBreach

Real-time documentation discovery for AI agents. Discover, read, and extract any API documentation without browser rendering or API keys.

Data Analysis Prover

A marketing team asked an AI to analyze campaign data. The AI reported 'significant correlation between email frequency and purchase rate (p<0.05).' The team tripled emails. Unsubscribes spiked 340%. Sample: N=47 self-selected respondents, no power analysis. Correlation: observational, no confounders. Distribution: right-skewed but mean used. p=0.043 but Cohen's d=0.12 — trivial. Chart: truncated Y-axis making a 2% difference look enormous. This tool forces five axes: sample validity, causal inference, distribution awareness, significance with effect size, and visualization integrity.

Customer.io

Automate customer engagement via Customer.io — track events, manage profiles, and trigger multi-channel campaigns directly from any AI agent.

Customer Discovery Prover

An AI defined the ICP as 'busy professionals aged 25-45 who value productivity.' It described the problem as 'everyone struggles with time management.' Interview questions: 'Would you pay $29/month for this?' The startup built for 14 months, launched to silence, and shut down. 42% of startups fail because of no market need — and the discovery process guaranteed it. This tool forces persona grounding in real interviews, problem evidence from specific conversations, Mom Test methodology, segment separation, and willingness-to-pay commitment signals.

Curie Measurement Prover

A team shipped a 'significant performance improvement.' Workflow, supplier, automation, and schedule all changed at once. Processing time dropped — but nobody knew which change helped most. The automation alone accounted for 89% of the gain. The supplier switch introduced a defect that surfaced 72 hours later. Curie processed 8 tons of pitchblende to isolate 0.1 grams of radium — ONE element at a time. This tool forces that discipline: measure with numbers, isolate variables, validate across environments, persist through investigation, and quantify risks.

CTO Architect Prover

An AI proposed Kubernetes for 50 users, says 'use HTTPS' as a security strategy, and plans database migrations during maintenance windows. That is not architecture — that is Resume-Driven Development. This tool forces five CTO-level architectural axes: stack fitness, failure tolerance, security hardening, migration safety, and observability.

Corbado

Manage users, identifiers, and passkey authentication via Corbado — handle user lifecycles and auth processes directly from your AI agent.

CrafterCMS

Manage and query content from CrafterCMS — fetch pages, components, and trees, execute GraphQL/OpenSearch queries, and manage engine cache directly from your AI agent.

Coralogix

Manage observability, logs, and parsing rules via Coralogix — ingest logs, monitor SLOs, and control Grafana dashboards directly.

Copernicus Perspective Prover

Your AI analyzed the problem from the default perspective and added workarounds when it did not fit. That is an epicycle — not a solution. Copernicus did not add more epicycles to Ptolemy's model. He moved the center from Earth to Sun. 40+ epicycles vanished. This tool forces default questioning, epicycle counting, alternative framing, observer shifting, and simplicity comparison.

COO Operations Prover

An operations plan said 'we will scale' without modeling arrival rates. It claims 'economies of scale' without a single cost data point. It writes SLAs that say 'best effort.' That is not operations — that is hope. This tool forces five COO-level operational axes: capacity modeling, failure isolation, cost leverage, process discipline, and accountability mechanisms.

Convoy

Manage webhooks with Convoy — create endpoints, broadcast events, and monitor delivery directly from your AI agent.

Contract Review Prover

AI models summarize contracts instead of analyzing them. This tool forces clause-level rigor: score risk per clause (1-5), identify missing legal protections, verify jurisdiction conflicts, quantify financial exposure in currency, and map negotiation leverage. This is structured analysis, not legal advice.

Context Engineering Prover

An AI dumped 80,000 tokens into a prompt — 64,000 of them unreferenced noise. It said 'best practice' to justify the structure and 'looks good' to measure quality. That is not context engineering — that is a copy-paste pipeline. This tool forces five context axes: relevance auditing, priority structuring, token budgeting, evidence grounding, and quality measurement.

ComplyAdvantage

Automate AML and KYC compliance — screen entities, manage search history, and monitor risks directly from your AI agent.

Compliance Governance Prover

An AI said 'comply with GDPR' without naming a single article. It said 'we have controls' without mapping any to a regulation. It said 'low risk' without measuring severity or fine exposure. The auditor found 4 critical gaps. That is not compliance — that is compliance theater. This tool forces five audit-grade axes: specific regulation naming, control mapping, evidence documentation, gap quantification, and named accountability.

Commerce.js

Manage your e-commerce store via Commerce.js — list products, manage carts, and handle orders directly from any AI agent.

Codemagic

Automate mobile CI/CD workflows — trigger builds, manage artifacts, and update environment variables directly from your AI agent.

Co-Founder Synergy Prover

Two founders shook hands on 'we trust each other' — with no vesting cliff. It approved a 50/50 equity split out of politeness. It said 'we always agree' as conflict resolution. That is not synergy — that is a lawsuit. This tool forces five YC-level partnership axes: vesting protection, skill separation, deadlock resolution, equity justification, and execution velocity.

CMO Marketing Prover

A CMO asked an AI for positioning. It said 'better and faster.' It proposes 'scale the ads' without a payback model. It trusts platform attribution 100%. It designs frictionless funnels that generate garbage leads. That is not marketing — that is a tactical wishlist. This tool forces five CMO-level marketing axes: category positioning, CAC payback physics, dark social attribution, intentional funnel friction, and budget allocation.

Cliniko

Manage your healthcare practice via Cliniko — handle appointments, patient records, practitioners, and treatment notes directly from any AI agent.

CFO Strategy Prover

A board received an AI-generated forecast: hockey stick J-curve with 90% margins and zero CAC expansion. It says 'we can always raise' as a runway strategy. It scales headcount before product-market fit. That is not financial strategy — that is a bonfire. This tool forces five CFO-level financial axes: unit economics, runway discipline, capital allocation, scenario forecasting, and risk mitigation.

Cirium

Automate flight tracking and aviation data via Cirium — monitor flight statuses, airport traffic, and global schedules directly from any AI agent.

Certn

Automate background checks and screenings for HR and Property Management via Certn — invite applicants, run quickscreens, and retrieve reports.

Cal.com

Automate scheduling via Cal.com — manage bookings, event types, and availability directly from any AI agent.