Odel

Cloud & IT operations

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

4,987 servers3,788 publishers11 tags

All of Cloud & IT operations

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
GlasswarpRun by its publisher: served from their own domain, namespace checked by the registry.
@glasswarp · External

Eyes and hands on real Windows PCs — observe, click, type via Glasswarp API.

8% 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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Public Data Catalog
@yhay81 · External

Reviewed public-data search and execution with provenance and verifiable integrity receipts.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
GroupDocs Total
@groupdocs-total · External

MCP server for GroupDocs.Total — annotate, sign, convert, watermark, parse, redact documents via AI.

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 Docker.Free to use.
MCP server: One MCP server.
Obambu cPanel MCP
@rodriguedev13 · External

MCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants.

7% 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.
Haplane
@leonting1010 · External

鸿蒙 HAP 签名部署 MCP：面向鸿蒙应用开发者，真机调试一键签装，也走华为邀测/上架。中性工具+可订阅源，本地 stdio。

10% 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.
zzop
@eezz4 · External

Deterministic repository oracle for AI agents: inventory, dependency graph, frontend-backend join.

7% 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 MCPB.Free to use.
MCP server: One MCP server.
Prismix Status
@prismor · External

Real-time status for 75+ AI services (OpenAI, Anthropic, Cursor). No auth, CORS-enabled.

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.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
HwcontractRun by its publisher: served from their own domain, namespace checked by the registry.
@mohibshaikh · External

Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)

3% 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.
Genai Capture
@linhnnmt · External

Capture & annotate your screen from an AI agent: arrows, boxes, text, highlight, blur/redact.

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.
FetchmuxRun by its publisher: served from their own domain, namespace checked by the registry.
@krutftw · External

Self-hosted retrieval router for AI agents: budgets, provider routing, route receipts.

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 npm.Free to use.
MCP server: One MCP server.
PixLint
@amitsingh-24 · External

Lint, curate & prepare computer-vision datasets from your AI assistant — MCP server, 67 tools

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.
Foundry/API
@angelus213 · External

Bounded tools for rendering, extraction, RAG, enrichment, local discovery and review analysis.

12% 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; it needs your API key.Free to use.
MCP server: One MCP server.
Traecnclaw
@luckycat133 · External

Local persistent TraeCN coding-task gateway with a focused MCP Agent surface.

8% 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.
Investbrain
@mangofolio · External

Investment discipline MCP server with RAG, behavior detection, journaling, and market data.

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 a package registry.Free to use.
MCP server: One MCP server.
Interzoid MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@interzoid · External

58 AI data quality, data matching, and data enrichment APIs for better data ROI

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.
RCA-MCP
@dave1362 · External

Causal root-cause analysis MCP server -- 56 tools across graphs, RCA models, PyRCA.

10% 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.
BountyVerdict Agent Decision Tools
@mimirs402 · External

Free selector plus read-only GitHub bounty, agent harness, Actions, flake, and MCP drift decisions.

10% 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.The repository is archived.Free to use.
MCP server: One MCP server.
Agent Guard
@kavachh · External

Git-aware safe file ops for AI agents: delete anything except git-tracked source code.

10% 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.
DatanikaRun by its publisher: served from their own domain, namespace checked by the registry.
@datanika · External

Read-only-by-default MCP for Datanika: browse data, run dbt transforms, manage ELT pipelines.

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 PyPI.Free to use.
MCP server: One MCP server.
CheckerRun by its publisher: served from their own domain, namespace checked by the registry.
@oksigenia · External

Domain security & privacy checker as an MCP server. 17 live checks, 0-100 score, local-first.

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.
Kubernetes Ephemeral Job
@inhuman · External

Runs a command in a throwaway Kubernetes pod and returns exit code, output and artifacts.

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 Docker.Free to use.
MCP server: One MCP server.
BountyVerdict Agent Decision Tools
@cristianmoroaica · External

Read-only GitHub bounty, agent harness, Actions failure, flake, and MCP tool-drift decisions.

10% 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.The endpoint has not answered since 7 Oct. The repository is archived.Free to use.
MCP server: One MCP server.
Mailwarden
@csitte · External

Gmail MCP server for email triage: search, labels, archive, trash, unsubscribe, snooze.

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.
UpToCodeRun by its publisher: served from their own domain, namespace checked by the registry.
@ddyrich72 · External

Evidence-backed architecture-quality analysis for Python agent applications.

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; it needs your API key.Free to use.

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