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.

37,330 MCP servers

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

0
Python
MIT
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FAFabric AIops logo

Governed Cisco Meraki + ACI fabric ops: uplink RCA, ACI endpoint trace; 37 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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K8k8s 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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MIMinIO AIops logo

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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MYMySQL AIops logo

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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OLOLVM AIops logo

Governed OLVM / oVirt 4.5 ops — 17 MCP tools: inventory, health, capacity, diagnosis; audited.

0
Python
MIT
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OTOT 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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PRProxy AIops logo

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

0
Python
MIT
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QUQueue AIops logo

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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VEVeeam AIops logo

Governed Veeam Backup & Replication ops — 27 MCP tools with audit, budget, undo guards.

0
Python
MIT
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XCXCP-ng AIops logo

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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NONofax logo

Nofax

Active

Human-in-the-loop approvals and notifications for AI coding agents through a local stdio MCP server.

0
JavaScript
MIT
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Verify a proposed action against a signed Agent Mandate without executing or mutating accounts.

0
TypeScript
MIT
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Status-page map for 1,100+ SaaS/cloud vendors plus 15,700+ incidents. No API key.

0
Python
MIT
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Search 61,428+ US WARN Act layoff notices: 48 states, 1988-today, daily. Bundle needs no API key.

0
Python
MIT
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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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SISignalPipe logo

Buying-intent judgement for AI agents: a three-judge panel scores any text as buyer or not.

0
TypeScript
MIT
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BLBlink Camera logo

Control an Amazon Blink camera and its pan/tilt mount: aim it, read its position, grab a frame.

0
Python
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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