Avala
Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.
MCP server · by avala-ai
About
Avala is an MCP server published by avala-ai. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.
What it asks for
- Runs remotely
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a remote MCP server
Built from what Official MCP Registry declares.
claude mcp add --transport http avala https://mcp.avala.ai/mcp
[mcp_servers.avala]
url = "https://mcp.avala.ai/mcp"
{
"mcpServers": {
"avala": {
"url": "https://mcp.avala.ai/mcp"
}
}
}
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.0.0 | Forks (GitHub): 0 Stars (GitHub): 0 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
What changed
Nothing has moved on this plugin since we started watching it.
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
atlasburn com.atlasburn/atlasburn
Ask your AI cost, runway, and guardrails from your real AtlasBurn data — read-only.
-
Samsara fleet management — vehicles, routes, drivers, HOS compliance. Unofficial, bring your token.
-
Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.
-
mcp io.github.warpmetrics/mcp
Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.
-
Open-source data catalog. Search assets, explore lineage, and find ownership.
-
Signed-in CloudSprite: search datasets and docs, set org/team/project scope, file feedback.
-
Query Klaaro datasets, documents, and extracted records from any agent.
-
mcp ai.waterr/mcp
List WaterrAI scenarios, fetch AI-run meetings, and pull rubric-scored analyses.
-
Analyze documents, images, videos, and audio.
-
Use Everyn's hosted MCP server to turn datasets into reviewed, exportable results.
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
-
OpenTelemetry observability for Claude Code sessions. Captures tool calls, LLM invocations, token usage, and errors as OTel traces. Send telemetry to Dash0 or any…
-
Create, connect, and interact with an AlloyDB for PostgreSQL database and data.
-
Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…
-
Connects Claude with Masthead Data to optimize BigQuery costs and analyze and fix data incidents.
Has a listing on Claude Code: claude-plugins-official (5)
-
Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
-
OpenTelemetry observability for Claude Code sessions. Captures tool calls, LLM invocations, token usage, and errors as OTel traces. Send telemetry to Dash0 or any…
-
Create, connect, and interact with an AlloyDB for PostgreSQL database and data.
-
Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…
-
Access Confidence feature flags, experiments, and migration tools directly from Claude Code.
Has a listing on Claude: knowledge-work-plugins (5)
-
Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
-
Sanity content platform integration with MCP server, agent skills, and slash commands. Query and author content, build and optimize GROQ queries, design schemas, and set up Visual…
-
Use Datadog directly in Claude Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation. This plugin is in…
-
Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search…
-
Hosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…
-
CrowdStrike Falcon Fusion skills for authoring, deploying, and executing Fusion workflows. Includes live action discovery, YAML authoring with schema validation, workflow import…
-
Analyze Mixpanel data with the mixpanel_headless Python SDK and Codex skills.
-
Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…
-
Answer product and business questions with data
Has a listing on Community GitHub marketplaces (5)
-
Signed-in CloudSprite: search datasets and docs, set org/team/project scope, file feedback.
-
Publish, search, link to, and review Comma reports from inside Claude Code. Adds /comma-publish, /comma-search, /comma-routine, /comma-link, /comma-review plus an MCP attachment…
-
Create, connect, and interact with an AlloyDB for PostgreSQL database and data.
-
Define, ship & query your analytics tracking from one source of truth, trusted by humans and agents.
-
Access Confidence feature flags, experiments, and migration tools directly from Claude Code.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
See your local Copilot token usage by day, model, and session, and get tips to use it more efficiently.
-
Query Sumo Logic logs, alerts, dashboards, and SIEM insights directly from Copilot.
-
Explore and query TimeBase streams, schemas, QQL, symbols, and server status via MCP.
-
Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
model-apps
Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…
Has a listing on Cursor: cursor/plugins (5)
-
Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…
-
Explore datasets and tables and run SQL queries.
-
Inspect and manage feature gates, experiments, dynamic configs, and metrics.
-
Salesforce (Headless 360, Beta)
Manage records, users, and org setup across Salesforce.
-
Search meetings and pull transcripts and summaries.
Has a listing on Docker MCP Catalog (5)
-
Analyze documents, images, videos, and audio.
-
Connect your AI workflows to the ThingsBoard IoT Platform through this MCP server. Enables LLMs to query device telemetry, manage IoT entities (devices, assets, customers), and…
-
An MCP server to help make U.S. Government open datasets AI-friendly.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
Wayfound’s MCP server allows business users to govern, supervise, and improve AI Agents.
Has a listing on Official MCP Registry (5)
-
atlasburn com.atlasburn/atlasburn
Ask your AI cost, runway, and guardrails from your real AtlasBurn data — read-only.
-
Samsara fleet management — vehicles, routes, drivers, HOS compliance. Unofficial, bring your token.
-
Services, case studies, 169 data and AI guides, and AI readiness scoring. Read-only, keyless.
-
mcp io.github.warpmetrics/mcp
Connect AI assistants to Warpmetrics — query runs, calls, costs, and outcomes.
-
Open-source data catalog. Search assets, explore lineage, and find ownership.
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.