Ext Ops Panel
Open dashboard

Optibot

MCP server · getoptimal.ai

  • On your machine

Optibot is an MCP server published by getoptimal.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 2026-10-11.

In its own words, on Official MCP Registry:

AI code review for your AI assistant — review local changes, branch diffs, and patch files.

Marketplaces
1
Where it runs
On your machine @optimalai/optibot-mcp
Largest published figure
No figure published
First seen
2026-10-11
Last change
None recorded
Verified mark
Not marked

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.4.1 No figure published 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 it can do

Runs on your machine: the AI tool starts this npm package locally: @optimalai/optibot-mcp

Tools it declares
Not published
Environment variables it asks for
1 secrets among them: 1

What it declares, asks for and runs, in full

What changed

Nothing has moved on this plugin since we started watching it.

The publisher

getoptimal.ai

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.

  • code-reviewer-ai-mcp io.github.CSOAI-ORG/code-reviewer-ai-mcpCode Reviewer Ai MCP Server by MEOK AI LabsMCP server · CSOAI-ORG · Listed on: Official MCP Registry · Describes nearly the same job
  • codereviewbuddy io.github.detailobsessed/codereviewbuddyMCP server that helps AI coding agents interact with AI code reviewers on GitHub PRsMCP server · detailobsessed · Listed on: Official MCP Registry · Describes nearly the same job
  • Rami Code ReviewAI code review for GitHub PRs with an MCP autofix loop for Claude Code and CursorMCP server · rami.reviews · Listed on: Official MCP Registry · Describes nearly the same job
  • dingdawg-code-review io.github.dingdawg/dingdawg-code-reviewAI code review — security, quality, performance. Learns your patterns. Receipted.MCP server · dingdawg · Listed on: Official MCP Registry · Describes nearly the same job
  • RepowiseCodebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.MCP server · repowise.dev · Listed on: Official MCP Registry · Describes nearly the same job
  • codex-mcp-tool io.github.x51xxx/codex-mcp-toolMCP server bridging AI assistants to OpenAI Codex CLI for code analysis and reviewMCP server · x51xxx · Listed on: Official MCP Registry · Describes nearly the same job
  • git-helper-ai-mcp io.github.CSOAI-ORG/git-helper-ai-mcpGit Helper Ai MCP Server by MEOK AI LabsMCP server · CSOAI-ORG · Listed on: Official MCP Registry · Describes nearly the same job
  • cloud-agent io.github.joepangallo/cloud-agentAI software engineer — writes code, opens PRs, reviews code, generates tests, and more.MCP server · joepangallo · Listed on: Official MCP Registry · Describes nearly the same job
  • UmtriGive your AI agent a persistent map of your project's structure, dependencies, and bugs.MCP server · umtri.io · Listed on: Official MCP Registry · Describes nearly the same job
  • misterdev io.github.dcondrey/misterdevAutonomous LLM build orchestrator that plans, edits, and verifies code across languages.MCP server · dcondrey · Listed on: Official MCP Registry · Describes nearly the same job

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)
  • nexus-agentsIntelligent orchestration platform for AI coding tools. Coordinates Claude, Codex, Gemini, and OpenCode through a single MCP server — routing each task to the best model using…Plugin bundle · williamzujkowski · Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
  • monocleReview your AI agent's code as it writes it. Leave comments on diffs, submit structured feedback, and watch the agent fix things in real time — all from your terminalPlugin bundle · josephschmitt · Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
  • SrclightDeep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.MCP server · srclight · Listed on: Official MCP Registry, Claude Code: claude-plugins-community · Describes nearly the same job
  • dev-squadSpins up a full AI dev team to implement GitHub issues end-to-end and deliver a PRPlugin bundle · briannaworkman · Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
  • optibotAI code review that catches production-breaking bugs, business logic issues, and security vulnerabilities — directly in Claude Code.Plugin bundle · Optimal-AI · Listed on: Claude Code: claude-plugins-community · Describes nearly the same job
Has a listing on Claude Code: claude-plugins-official (5)
  • claude-code-setupAnalyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.Plugin bundle · Anthropic · Listed on: Claude Code: claude-plugins-official · Describes nearly the same job
  • code-reviewAutomated code review for pull requests using multiple specialized agents with confidence-based scoring to filter false positivesPlugin bundle · Anthropic · Listed on: Claude Code: claude-plugins-official · Describes nearly the same job
  • lumenPrecise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server…Plugin bundle · ory · Listed on: Claude Code: claude-plugins-official · Describes nearly the same job
  • QodoBring Qodo's codebase intelligence, coding standards, and code review into your coding agent.Plugin bundle · qodo-ai · Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job
  • githubOfficial GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub's full API directly from…Plugin bundle · GitHub · Listed on: Claude Code: claude-plugins-official · Describes nearly the same job
Has a listing on Claude: knowledge-work-plugins (5)
  • QodoBring Qodo's codebase intelligence, coding standards, and code review into your coding agent.Plugin bundle · qodo-ai · Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job
  • AI-FirstifyAI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First BootcampPlugin bundle · techwolf-ai · Listed on: Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job
  • Desktop CommanderMCP server for terminal commands, file operations, and process managementMCP server · wonderwhy-er · Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Docker MCP Catalog, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job
  • buildkiteOfficial Buildkite skills for Claude Code, Cursor, and other AI coding agents — pipelines, migration, preflight, agent runtime, CLI, and APIPlugin bundle · buildkite · Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job
  • security-guidanceSecurity review for Claude-generated code. Pattern-based warnings on edits, LLM-powered diff review on Stop, and an agentic commit reviewer that catches injection, XSS, SSRF…Plugin bundle · Anthropic · Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job
Has a listing on Codex: openai-curated (openai/plugins) (5)
  • CodeRabbitAI-powered code review in Codex, powered by CodeRabbit.Plugin bundle · CodeRabbit AI · Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job
  • GitHubInspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.Plugin bundle · OpenAI · Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job
  • Plugin EvalEvaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.Plugin bundle · OpenAI Codex · Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job
  • OpenAI DevelopersBuild with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.Plugin bundle · OpenAI · Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job
  • NVIDIASkills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…Plugin bundle · NVIDIA · Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job
Has a listing on Community GitHub marketplaces (5)
  • Self-hosted GitHub MCP serverSelf-hosted GitHub MCP server. PAT auth, stdio transport, transport-agnostic so it works with…MCP server · adelaidasofia · Listed on: Official MCP Registry, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job
  • sourcery-agentSourcery security findings for AI coding agents: triage and minimal-change remediation via the public Sourcery API (12 MCP tools + skills).Plugin bundle · abyssbugg · Listed on: Community GitHub marketplaces · Describes nearly the same job
  • Endor Labs Agent KitEndor Labs workflow agents and setup for Claude Code.Plugin bundle · Endor Labs · Listed on: Community GitHub marketplaces · Describes nearly the same job
  • 4da-mcp-server io.github.4DA-Systems/4da-mcp-serverUpgrade intelligence for AI agents: what an upgrade changes, where it touches your code, CVE scans.MCP server · 4DA-Systems · Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job
  • Dash0 ObservabilityOpenTelemetry observability for OpenAI Codex sessions. Captures prompts, tool calls, MCP calls, sub-agent activity, and token usage as OTel traces.Plugin bundle · Dash0 · Listed on: Community GitHub marketplaces · Describes nearly the same job
Has a listing on Copilot CLI: github/awesome-copilot (5)
  • awesome-copilotMeta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.Plugin bundle · Awesome Copilot Community · Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job
  • ai-readyAnalyze any repository and generate AI-ready configuration — AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates…Plugin bundle · johnpapa · Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job
  • copilot-sdkBuild applications with the GitHub Copilot SDK across multiple programming languages. Includes comprehensive instructions for C#, Go, Node.js/TypeScript, and Python to help you…Plugin bundle · Awesome Copilot Community · Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job
  • radiusModel, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.Plugin bundle · radius-project · Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job
  • modernization-workflowVisualize and guide the GitHub Copilot Modernize CLI Assess, Plan, and Execute workflow for .NET, Java, and C++ application repositories.Plugin bundle · EMEA App GBB · Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job
Has a listing on Copilot CLI: github/copilot-plugins (5)
  • azure-devops-copilot-pluginBring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.Plugin bundle · microsoft · Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job
  • advanced-securityAdvanced Security plugin for GitHub Copilot.Plugin bundle · github · Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job
  • microsoft-365-agents-toolkitToolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.Plugin bundle · microsoft · Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job
  • cpp-language-serverNavigate and interact with your C++ code using the Microsoft C++ Language Server.Plugin bundle · microsoft · Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job
  • canvas-appsBuild Power Apps Canvas Apps using the Canvas Authoring MCP server.Plugin bundle · microsoft · Listed on: Copilot CLI: github/copilot-plugins · Describes a similar job
Has a listing on Cursor: cursor/plugins (5)
  • Origin AppsSkills 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…Plugin bundle · Cursor · Listed on: Cursor: cursor/plugins · Describes nearly the same job
  • Cursor SDKBuild apps, scripts, and automations with the TypeScript SDK.Plugin bundle · Cursor · Listed on: Cursor: cursor/plugins · Describes nearly the same job
  • pstackif 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.Plugin bundle · Lauren Tan · Listed on: Cursor: cursor/plugins · Describes nearly the same job
  • Agent CompatibilityCLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.Plugin bundle · Cursor · Listed on: Cursor: cursor/plugins · Describes nearly the same job
  • Cursor Team KitInternal team workflows for CI, code review, shipping, local automation, and verification.Plugin bundle · Eric Zakariasson · Listed on: Cursor: cursor/plugins · Describes nearly the same job
Has a listing on Docker MCP Catalog (5)
  • ZenBridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.MCP server · BeehiveInnovations · Listed on: Docker MCP Catalog · Describes nearly the same job
  • Sequa.AIStop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.MCP server · sequa-ai · Listed on: Docker MCP Catalog · Describes nearly the same job
  • E2BGiving Claude ability to run code with E2B via MCP (Model Context Protocol).MCP server · e2b-dev · Listed on: Docker MCP Catalog · Describes nearly the same job
  • SonarQube MCP ServerAnalyze code quality and security with SonarQube Server or Cloud directly in AI assistants.MCP server · SonarSource · Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job
  • SmartBear MCPMCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.MCP server · smartbear.com · Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job
Has a listing on Official MCP Registry (5)
  • code-reviewer-ai-mcp io.github.CSOAI-ORG/code-reviewer-ai-mcpCode Reviewer Ai MCP Server by MEOK AI LabsMCP server · CSOAI-ORG · Listed on: Official MCP Registry · Describes nearly the same job
  • codereviewbuddy io.github.detailobsessed/codereviewbuddyMCP server that helps AI coding agents interact with AI code reviewers on GitHub PRsMCP server · detailobsessed · Listed on: Official MCP Registry · Describes nearly the same job
  • Rami Code ReviewAI code review for GitHub PRs with an MCP autofix loop for Claude Code and CursorMCP server · rami.reviews · Listed on: Official MCP Registry · Describes nearly the same job
  • dingdawg-code-review io.github.dingdawg/dingdawg-code-reviewAI code review — security, quality, performance. Learns your patterns. Receipted.MCP server · dingdawg · Listed on: Official MCP Registry · Describes nearly the same job
  • RepowiseCodebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.MCP server · repowise.dev · Listed on: Official MCP Registry · Describes nearly the same job

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?

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 can put its remote endpoint 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.

Where the data comes from: how the catalog is built