PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

23,114 MCP servers

Governed Ceph mgr ops: HEALTH_WARN RCA, OSD/PG/pool/RBD/CephFS/RGW, 37 tools.

0
Python
MIT
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Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, RCA. 28 tools.

0
Python
MIT
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Compliance evidence from AIops audit trails: HIPAA/PCI/SOC2/GDPR, OSCAL export, 19 tools.

0
Python
MIT
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Governed Docker + Portainer container-host ops: reads, RCA analyses, guarded writes. 38 tools.

0
Python
MIT
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Governed managed-endpoint ops — login-storm & drift analysis, 13 MCP tools with audit/budget/undo.

0
Python
MIT
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Governed Cisco Meraki fabric ops: uplink RCA, health score, drift; 34 tools with audit/undo.

0
Python
MIT
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Governed OPNsense + pfSense firewall ops: rules, NAT, VPN, DHCP, RCA. 35 tools.

0
Python
MIT
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Governed Keycloak + authentik identity ops: users, events, clients, MFA, RCA. 29 tools.

0
Python
MIT
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Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

0
Python
MIT
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k8s AIops logo

k8s AIops

Active

Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audit labels.

0
Python
MIT
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Governed MinIO ops: capacity RCA, exposure audit, ILM, WORM retention, IAM, healing, 48 tools.

0
Python
MIT
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Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 tools.

0
Python
MIT
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Governed MySQL/MariaDB DBA ops: slow-query, lock-wait, replication & fragmentation RCA; 35 tools.

0
Python
MIT
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Governed network device ops (NAPALM) — 33 MCP tools with audit/undo.

0
Python
MIT
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Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-safe, 51 tools.

0
Python
MIT
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Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

0
Python
MIT
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OT AIops logo

OT AIops

Active

Governed OT tap (57 tools): OPC-UA/Modbus/S7/MC/MTConnect/MQTT/EtherNet-IP/EtherCAT.

0
Python
MIT
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Governed PostgreSQL DBA ops: slow-query RCA, bloat/vacuum & blocking-lock analysis; 35 MCP tools.

0
Python
MIT
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Governed Traefik + Caddy + HAProxy ops: routes, upstreams, certs, 5xx RCA. 28 tools.

0
Python
MIT
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Governed redis + rabbitmq ops: memory/latency/backlog/churn RCA, policies. 28 tools.

0
Python
MIT
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Governed TrueNAS SCALE storage ops — 25 MCP tools with audit, budget, undo guards.

0
Python
MIT
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Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo guards.

0
Python
MIT
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Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.

0
Python
MIT
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Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude.

0
TypeScript
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The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transactions. No middleman fees.

0
JavaScript
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An MCP server that exposes getMe key-value operations as MCP tools

0
Go
AGPL-3.0
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Agentic Reddit/HN buying-signal detection for Claude Code, Cursor, and Windsurf via MCP.

0
TypeScript
MIT
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Drive Android & iOS mobile-app automation from your AI agent on locally connected devices.

0
Shell
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Prove your AI work existed first: timestamped, Bitcoin-anchored. Free, no account.

0
Python
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AGS API logo

AGS API

Active

Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration

0
TypeScript
Apache-2.0
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