Local-only GitHub Actions and CI maintenance scanner for AI-built apps: scan_repo, explain_finding, generate_fix_plan; reads only allowlisted workflow config, modifies nothing, zero runtime dependencies.
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69-tool Cloudflare MCP over the REST API v4 (DNS, Zones, Workers, KV, R2, D1, Pages, WAF, SSL, Email Routing, Logpush, Workers AI) in a single local stdio serve
Manages one or more Docker daemons (local socket or remote over TCP/TLS/SSH) with 162 tools spanning containers, images, Compose, Swarm, Buildx, Scout, and OCI
Administer Keycloak through its Admin REST API: users, roles, clients, groups, identity providers, federation and events, with read-only mode, realm allow-list,
Anchors AI FinOps to real, live cloud pricing: 15 tools for AWS, GCP & Azure covering public list prices and enterprise negotiated rates (Reserved Instances, Sa
Full SSH access for AI agents with secret-safe environment injection and automatic output redaction: persistent sessions, structured execution, SFTP, port forwa
Control Google Colab notebooks and assign GPUs (T4/L4/A100) from any AI agent; enhanced fork of Google's colab-mcp with all tools visible at startup, OAuth GPU