Odel

Cloud & IT operations

Cloud infrastructure, deployments, monitoring, networking, automation and your own servers.

5,106 servers3,891 publishers11 tags

All of Cloud & IT operations

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Advanced GitLab MCP server
@structured-world · External

58 CQRS tools exposing 231 GitLab operations across 26 entity types

5% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Mneme
@patsa2561-art · External

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
pseolintRun by its publisher: served from their own domain, namespace checked by the registry.
@ouranos-labs · External

Penalty-risk audit for programmatic SEO sites: verdict, risk score, and a fix manifest.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Jitapi
@nk3750 · External

Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
AccInt
@maxbaluev · External

Local Work Model MCP server for agent work that learns from real outcomes.

6% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
Deepmiro
@kakarot-dev · External

Simulate hundreds of AI agents to predict how communities react to events and policies

6% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Apple Voice Memo
@jwulff · External

Access Apple Voice Memos on macOS. List, get audio, extract and generate transcripts.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Cairn
@jasondostal · External

Persistent memory for AI agents and humans. Store, search, and discover patterns.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.The repository is archived.Free to use.
MCP server: One MCP server.
Industrial-AIOps
@industrial-aiops · External

Governed OT data tap: 14 field protocols + cross-protocol RCA brain; audit + MOC gating.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
archyRun by its publisher: served from their own domain, namespace checked by the registry.
@hslee16 · External

Architectural sensor for Python codebases.

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
Claude Bridge
@hampsterx · External

Wraps Claude Code CLI as MCP tools: query, search, structured, ping, listSessions.

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
MCP Scaleway Functions
@cyclimse · External

Unofficial MCP Server for Scaleway Serverless Functions

4% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.Free to use.
MCP server: One MCP server.
DisplayBuddy
@biocross · External

MCP server for controlling Mac monitors via DisplayBuddy — adjust brightness and more.

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Observability
@thotischner · External

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
MarsNMeRun by its publisher: served from their own domain, namespace checked by the registry.
@marsmanleo · External

Agent-agnostic memory backend that preserves continuity between humans and AI over time.

7% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Divlens
@lohithry · External

Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware health. 17 tools.

13% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
Judges PanelRun by its publisher: served from their own domain, namespace checked by the registry.
@kevinrabun · External

45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Google Play Console MCP
@agimaulana · External

Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.Free to use.
MCP server: One MCP server.
UI UX Suite
@aboudjem · External

UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + APCA.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.Free to use.
MCP server: One MCP server.
Tidesman
@tidesman · External

A free native MCP server for running and debugging Linux containers with Apple's container tool.

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.Free to use.
MCP server: One MCP server.
DebugBundleRun by its publisher: served from their own domain, namespace checked by the registry.
@debugbundle · External

DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
Amazon DSP MCP Server
@cesteral · External

Amazon DSP management — CRUD, async reports, targeting, and audience management

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.Free to use.
MCP server: One MCP server.
HefestoAI
@artvepa80 · External

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
DomainKits
@abtdomain · External

Search newly registered, expired, aged, active, deleted and for-sale domains, plus WHOIS and DNS.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.

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