29 new projects: 17 MCP servers and 12 Skills, with official installation instructions and dated source checks.
New to FreeMCPLab, with repository activity since July 2026. This is not a claim that every product launched recently. Guides are available in English.
29 newly listed official projects for cloud operations, payments and commerce, observability, security, AI development, and collaboration. Source checks and repository metadata were collected on 2026-10-18; this edition date is not a product release date.
29 new entries
Use Airwallex’s workflow and integration skills for billing, checkout, issuing, treasury, and connected-account onboarding.
Apply Axiom’s skills for SRE investigations, SPL-to-APL migration, dashboards, alerting, and query-cost analysis.
Connect an MCP client to commercetools products, carts, orders, customers, and payment information.
Example starts a local process.
Read installation guide →Investigate Falcon detections, hosts, threat intelligence, and other security data through CrowdStrike’s MCP server.
Example starts a local process.
Read installation guide →Author Dagster assets and pipelines with the dagster-expert skill, with optional Dagster+ MCP access through agent plugins.
Manage DigitalOcean infrastructure through service-specific hosted MCP endpoints or the vendor’s local server.
Example connects to a hosted endpoint.
Read installation guide →Combine Dodo Payments integration skills with its API and documentation MCP connectors.
Add Firebase-specific instructions and resources to coding agents working on Firebase applications.
Connect a coding assistant to Firebase projects, Authentication, Firestore, security rules, and other Firebase development tools.
Example starts a local process.
Read installation guide →Inspect GKE clusters, Kubernetes workloads, logs, and upgrade risks using Google Cloud’s MCP server.
Example starts a local process.
Read installation guide →Connect MCP clients to Consul service discovery, health checks, key-value data, service mesh, and ACL operations.
Example starts a local process.
Read installation guide →Use HashiCorp’s MCP server to manage Vault mounts, key-value secrets, and PKI workflows.
Example starts a local process.
Read installation guide →Inspect and manage Heroku applications, dynos, add-ons, pipelines, logs, and PostgreSQL resources through MCP.
Example starts a local process.
Read installation guide →Follow Honeycomb’s guided investigation, telemetry exploration, and SLO learning workflows from an AI coding assistant.
Use Kotlin’s agent skills for backend development and build tooling, including Android Gradle Plugin migration guidance.
Use Microsoft’s Azure skills plugin to combine Azure workflow guidance with Azure MCP and Foundry MCP tools.
Bring Miro board context, diagrams, documents, and implementation workflows into MCP-enabled coding assistants.
Example connects to a hosted endpoint.
Read installation guide →Instrument, debug, and evaluate GenAI applications using MLflow’s tracing and evaluation skills.
Work with Paddle Billing products, prices, customers, subscriptions, transactions, and reports through its official MCP server.
Example starts a local process.
Read installation guide →Expose Permit.io access requests, operation approvals, and resource instances to an MCP-enabled assistant.
Example starts a local process.
Read installation guide →Inspect Prefect flows, runs, deployments, logs, work pools, and automations using its experimental MCP server.
Example starts a local process.
Read installation guide →Connect an assistant to Rootly incident response, on-call schedules, alerts, and incident analysis workflows.
Example connects to a hosted endpoint.
Read installation guide →Use SigNoz’s agent skills for documentation search, ClickHouse queries, telemetry analysis, and observability workflows.
Query SigNoz logs, traces, metrics, alerts, dashboards, and service telemetry through its official MCP server.
Example connects to a hosted endpoint.
Read installation guide →Bring Snyk code, dependency, container, infrastructure, and related security scans into a local MCP workflow.
Example starts a local process.
Read installation guide →Inspect dependency risk and package metadata using Socket’s hosted or local MCP server.
Example connects to a hosted endpoint.
Read installation guide →Connect AI payment workflows to SumUp using its MCP server and supporting AI toolkit.
Example starts a local process.
Read installation guide →Use W&B and Weave skills for experiment analysis, model training workflows, agent tracing, and evaluations.
Build Zoom integrations with official skills covering APIs, SDKs, OAuth, webhooks, chat, and MCP workflows.
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We matched repository identities against the existing directory, read author README files and linked official guides, and checked GitHub repository activity and star snapshots. Selected servers also have linked records from the official MCP Registry.
Archived, deprecated, duplicate, and inactive candidates were excluded. No third-party server was installed or executed during review. Each guide separates author-documented capabilities from suggested prompts.