New MCP Servers
The newest MCP servers added to the catalog, all Debugger-graded and scored before going live. Ready to plug into Claude, Cursor, or any AI agent you already use.
Today
Jun 8, 2026 32Multi-Agent Orchestrator Prover
An AI designed a multi-agent system where agents 'work together seamlessly,' data 'flows naturally between them,' and failures 'self-heal.' Three days later, Agent B crashed and the pipeline froze for 14 hours — no one knew because there was no tracing. That is not orchestration — that is hope with a tech stack. This tool forces five orchestration axes: role boundaries, handoff protocols, failure containment, consensus mechanisms, and distributed tracing.
Mono
Automate financial data retrieval and payment orchestration via Mono — access account balances, transaction history, and initiate bank transfers directly from any AI agent.
Moesif
Monitor and analyze API traffic with Moesif — log events, track user/company profiles, and query API analytics directly from your AI agent.
Modio
Manage game mods and community content via mod.io — list games, browse mods, manage files, and track statistics directly from your AI agent.
Mintlify
Manage and automate your Mintlify documentation—retrieve metadata, update configurations, track page views, and trigger deployments directly from your AI agent.
Migration Strategy Prover
An AI recommended a big-bang database migration over the weekend. No dependency map — 7 services read from that database. No rollback plan — 'just restore from backup.' No data validation — 2.3 million records with timezone-dependent timestamps. The migration ran Saturday at 2 AM. By 4 AM, 3 downstream services were returning stale data, the backup was 6 hours old, and 14,000 customer records had corrupted timestamps. Monday morning: 72-hour incident. This tool forces risk assessment, rollback definition, data integrity verification, cutover planning, and stakeholder alignment.
MemoQ
Manage translation assets via MemoQ — query translation memories, search term bases, and manage linguistic entries directly from your AI agent.
MarketStack
Access real-time and historical stock market data — retrieve EOD prices, intraday points, and ticker details for global exchanges directly from your AI agent.
Marilyn vos Savant Probabilistic Clarity Prover
Stop your AI from trusting its gut — force it to check intuition against actual probability before every conclusion.
Losant
Manage IoT applications, devices, and workflows via Losant — control hardware, query time-series data, and automate smart infrastructure directly from any AI agent.
Loops.so
Manage email marketing and transactional emails via Loops.so — handle contacts, campaigns, and events directly from your AI agent.
Logz.io
Query logs, manage alerts, and monitor triggered events in Logz.io directly from your AI agent using Elasticsearch DSL.
LiveAgent
Manage customer support tickets, conversations, and call records directly through LiveAgent.
Leonardo da Vinci Prover
An AI designed an enrollment process without watching a single participant session. Zero observations — 47 assumptions. It solved the problem inside one domain, never asking what psychology, architecture, or game design could teach about friction. It presented one final concept. No sketches. No variations. No constraints exploited. Da Vinci filled 7,000 notebook pages with cross-domain observations before building anything. This tool forces that method: observe, connect disciplines, prototype, exploit constraints, iterate.
Lemonade
Manage Lemonade insurance — generate quotes, retrieve policy details, file claims, and handle cancellations via AI.
Kubernetes Architecture Prover
An AI generated Kubernetes manifests for a payment service. No resource requests or limits. No PodSecurityStandards. Single replica, no PDB. Zero NetworkPolicies — every pod could reach every other pod. The payment pod got OOM-killed at 3 AM by a logging sidecar with no memory ceiling. This tool forces resource governance, security hardening, reliability design, observability instrumentation, and network restriction on every workload.
Kraken.io
Optimize, compress, and resize images via URL or direct upload using the Kraken.io API.
Kontent.ai
Manage content items, types, and taxonomies via Kontent.ai's Delivery and Management APIs directly from your AI agent.
Kombo
Unified API for HRIS, ATS, and LMS — manage employees, job openings, and training courses across 50+ platforms through a single interface.
Kindful
Manage nonprofit fundraising and donor relationships via Kindful — query contacts, track transactions, and monitor campaigns directly from your AI agent.
Kickbox
Verify email addresses in real-time or in bulk to improve deliverability and protect your sender reputation.
KeepTruckin
Manage your fleet and assets via KeepTruckin — track locations, monitor reefer sensors, and analyze vehicle utilization directly from your AI agent.
Kayako
Manage support tickets, users, and knowledge base articles via Kayako — list cases, create users, and browse help center content directly from any AI agent.
Isaac Newton Prover
A decision report said 'it works well.' That is prose, not proof. This tool forces it to formalize into precise rules, derive from first principles, and unify all cases under one framework — no case-by-case exceptions, no special handling.
Irys
Manage permanent data storage on Irys — check storage prices, query transactions via GraphQL, and manage balances across multiple tokens.
IPdata
Enrich IP addresses with geolocation, ASN, and threat intelligence data directly within your AI agent.
Incident Postmortem Prover
Most postmortems fail: vague timelines, symptom-level root causes, and action items with no owner. This tool forces SRE-grade rigor: minute-by-minute timeline reconstruction, systemic 5-Whys analysis, root cause isolation, accountable action items with owners and deadlines, and historical pattern detection.
Immutable X
Interact with the Immutable blockchain — list activities, manage NFT collections, mint assets, and handle orderbook listings directly from your AI agent.
Humanity
Manage workforce scheduling, employee shifts, and team communication via Humanity — list employees, manage locations, and track shifts directly from any AI agent.
Html2Pdf
Convert any website URL or raw HTML into high-quality PDF documents directly from your AI agent.
Homerun
Automate recruitment workflows via Homerun — manage job applications, track candidates, and oversee vacancies directly from any AI agent.
Hawking Boundary Prover
A processing system crashed at midnight Dec 31. A date conversion returned 'January 0th' — a date that does not exist. Parsed as blank, the blank propagated to payment processing, 12,000 transactions failed in 14 minutes. Nobody tested the boundary. Hawking's career was about boundaries — the event horizon, the Big Bang singularity. He asked what happens at the boundary between a black hole and empty space. This tool forces that discipline: explore every edge case, communicate accessibly, work within constraints, confront paradoxes, and quantify failure probabilities.