io.github.laurells/outflow-mcp
MCP server exposing an Outflow workspace's live architecture graph as context for AI coding agents
MCP server · by laurells
About
io.github.laurells/outflow-mcp is an MCP server published by laurells. 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 on your machine
- Secrets: 1
- Settings: 3
Requires: OUTFLOW_API_KEY (secret), OUTFLOW_WORKSPACE_ID
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
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 local MCP server: npm package
Built from what Official MCP Registry declares.
claude mcp add --env "OUTFLOW_API_KEY=<YOUR_OUTFLOW_API_KEY>" --env "OUTFLOW_WORKSPACE_ID=<YOUR_OUTFLOW_WORKSPACE_ID>" --transport stdio outflow-mcp -- npx -y outflow-mcp
[mcp_servers.outflow-mcp]
command = "npx"
args = ["-y", "outflow-mcp"]
[mcp_servers.outflow-mcp.env]
OUTFLOW_API_KEY = "<YOUR_OUTFLOW_API_KEY>"
OUTFLOW_WORKSPACE_ID = "<YOUR_OUTFLOW_WORKSPACE_ID>"
{
"mcpServers": {
"outflow-mcp": {
"command": "npx",
"args": [
"-y",
"outflow-mcp"
],
"env": {
"OUTFLOW_API_KEY": "<YOUR_OUTFLOW_API_KEY>",
"OUTFLOW_WORKSPACE_ID": "<YOUR_OUTFLOW_WORKSPACE_ID>"
}
}
}
}
Replace the values in angle brackets with your own. We show the names of the settings, never values.
Optional settings it also lists: OUTFLOW_BASE_URL.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.1 | 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.
-
knowing io.github.blackwell-systems/knowing
Content-addressed code graph with 22 MCP tools for AI agents.
-
codegraphcontext-mcp com.clauxel.codegraphcontext/codegraphcontext-mcp
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,
-
cloud-agent io.github.joepangallo/cloud-agent
AI software engineer — writes code, opens PRs, reviews code, generates tests, and more.
-
sub-agents-mcp io.github.shinpr/sub-agents-mcp
MCP server for delegating tasks to specialized AI sub-agents across coding tools
-
threadctx-mcp io.github.threadctx-dev/threadctx-mcp
Shared memory MCP server for AI coding agents — local by default, team-shared via threadctx.dev.
-
cli io.github.aligndottech/cli
Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.
-
ai-context com.vibgrate/ai-context
Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.
-
graphlens-mcp io.github.Neko1313/graphlens-mcp
Semantic code graph MCP server for coding agents
-
codemesh io.github.pyalwin/codemesh
Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster
-
gitlab-mcp-server io.github.dubuqingfeng/gitlab-mcp-server
GitLab MCP (Model Context Protocol) server for AI agents
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)
-
socraticode io.github.giancarloerra/socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
-
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
Generate MCP server scaffold and tool implementation code from a natural language description. Describe what tools you want in plain language, choose TypeScript or Python, and get…
Has a listing on Claude Code: claude-plugins-official (5)
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
Detect an MCP server's language (Python, TypeScript or Go) and instrument it with the matching Pendo SDK so MCP tool calls flow into Pendo Agent Analytics.
-
firebase-mcp io.github.firebase/firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
-
MCP server for AI coding agents to create, manage, and interact with Quarkus applications. Provides tools for project scaffolding, dev mode lifecycle, extension skills, Dev MCP…
Has a listing on Claude: knowledge-work-plugins (5)
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
gk-cli com.gitkraken/gk-cli
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
-
MCP server for terminal commands, file operations, and process management
-
AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
-
Official Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and API
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.
-
Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
Has a listing on Community GitHub marketplaces (5)
-
Self-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…
-
4da-mcp-server io.github.4DA-Systems/4da-mcp-server
Upgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.
-
touchdesigner-mcp-server io.github.8beeeaaat/touchdesigner-mcp-server
MCP server for TouchDesigner - Control and operate TouchDesigner projects through AI agents
-
Endor Labs workflow agents and setup for Claude Code.
-
Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Model, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
Navigate and interact with your C++ code using the Microsoft C++ Language Server.
Has a listing on Cursor: cursor/plugins (5)
-
Build apps, scripts, and automations with the TypeScript SDK.
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
Skills for building on the Cursor Origin API. Fetch the live spec first, then follow the Origin rules for credentials, scopes, webhooks, paging, and errors. Includes a skill that…
-
if you want to go fast, go deep first. pstack helps you write less, but higher quality code. rigorous agent workflows you can parallelize with confidence.
-
Scaffold and validate new agent plugins.
Has a listing on Docker MCP Catalog (5)
-
testkube-mcp io.github.kubeshop/testkube-mcp
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
-
Giving Claude ability to run code with E2B via MCP (Model Context Protocol).
-
buildkite-mcp-server io.github.buildkite/buildkite-mcp-server
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.
-
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
-
Dynatrace-mcp io.github.dynatrace-oss/Dynatrace-mcp
[DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server.
Has a listing on Official MCP Registry (5)
-
knowing io.github.blackwell-systems/knowing
Content-addressed code graph with 22 MCP tools for AI agents.
-
codegraphcontext-mcp com.clauxel.codegraphcontext/codegraphcontext-mcp
A paid remote MCP for code graph MCP for AI coding, built to return verdicts, receipts, usage logs,
-
cloud-agent io.github.joepangallo/cloud-agent
AI software engineer — writes code, opens PRs, reviews code, generates tests, and more.
-
sub-agents-mcp io.github.shinpr/sub-agents-mcp
MCP server for delegating tasks to specialized AI sub-agents across coding tools
-
threadctx-mcp io.github.threadctx-dev/threadctx-mcp
Shared memory MCP server for AI coding agents — local by default, team-shared via threadctx.dev.
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.