ai.takara/miru
Hybrid semantic and keyword code search for coding agents.
MCP server · by takara.ai
About
ai.takara/miru is an MCP server published by takara.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 on your machine
- Secrets: 1
- Settings: 1
Requires: TAKARA_API_KEY (secret)
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.
Package
npm @takara-ai/miru-code (@takara-ai/miru-code on npm)
- npm downloads/week: 301 (2026-10-12)
- npm downloads/month: 1 634 (2026-10-12)
- Latest version on npm: 1.11.0, published 2026-10-09
- Declared version 1.10.1 is not listed on npm
npm facts come from the public npm registry (registry.npmjs.org, api.npmjs.org). Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero.
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 "TAKARA_API_KEY=<YOUR_TAKARA_API_KEY>" --transport stdio miru -- npx -y @takara-ai/miru-code mcp[mcp_servers.miru]
command = "npx"
args = ["-y", "@takara-ai/miru-code", "mcp"]
[mcp_servers.miru.env]
TAKARA_API_KEY = "<YOUR_TAKARA_API_KEY>"{
"mcpServers": {
"miru": {
"command": "npx",
"args": [
"-y",
"@takara-ai/miru-code",
"mcp"
],
"env": {
"TAKARA_API_KEY": "<YOUR_TAKARA_API_KEY>"
}
}
}
}Replace the values in angle brackets with your own. We show the names of the settings, never values.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.10.1 | Downloads/month (npm): 1 634 Downloads/week (npm): 301 Forks (GitHub): 2 Stars (GitHub): 11 |
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.
-
Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.
-
contextweaver io.github.wchiway/contextweaver
Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
-
codeweaver com.knitli/codeweaver
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
-
ref-tools-mcp io.github.ref-tools/ref-tools-mcp
Token efficient search for coding agents over public and private documentation.
-
codeseeker io.github.jghiringhelli/codeseeker
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
-
codealive-mcp io.github.CodeAlive-AI/codealive-mcp
Semantic code search and analysis from CodeAlive for AI assistants and agents.
-
mcp-local-rag io.github.damoqiongqiu/mcp-local-rag
Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.
-
zoekt-mcp io.github.radiovisual/zoekt-mcp
Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.
-
AI-powered code indexer with semantic search and knowledge graphs
-
Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
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.
-
Deep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.
-
CodeAlive context engine for semantic code search and AI-powered codebase Q&A. Enables AI coding agents to understand entire codebases beyond just open files — search across all…
-
Intelligent 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…
-
Code search and understanding across codebases. Search, read, and trace references across repositories; analyze refactor impact; investigate incidents via commit and diff search…
Has a listing on Claude Code: claude-plugins-official (5)
-
Precise 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…
-
Code search and understanding across codebases. Search, read, and trace references across repositories; analyze refactor impact; investigate incidents via commit and diff search…
-
Analyze codebases and recommend tailored Claude Code automations such as hooks, skills, MCP servers, and subagents.
-
Upstash Context7 MCP server for up-to-date documentation lookup. Connects to Context7's hosted remote MCP server (https://mcp.context7.com/mcp) — no local Node.js or npx required…
-
Official GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub's full API directly from…
Has a listing on Claude: knowledge-work-plugins (5)
-
Bring Qodo's codebase intelligence, coding standards, and code review into your coding agent.
-
MCP server for terminal commands, file operations, and process management
-
gk-cli com.gitkraken/gk-cli
The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more.
-
AI-first project auditor and re-engineer based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp
-
Security 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…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
AI-powered code review in Codex, powered by CodeRabbit.
-
Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
-
An agentic skills framework & software development methodology that works: planning, TDD, debugging, and collaboration workflows.
Has a listing on Community GitHub marketplaces (5)
-
socraticode io.github.giancarloerra/socraticode
MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs.
-
code-context io.github.infino-ai/code-context
Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.
-
Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 86-99% token savings.
-
ai-architect-mcp-codebase io.github.cdeust/ai-architect-mcp-codebase
Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.
-
Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Meta prompts that help you discover and generate curated GitHub Copilot agents, instructions, prompts, and skills.
-
Build applications with the GitHub Copilot SDK across multiple programming languages. Includes comprehensive instructions for C#, Go, Node.js/TypeScript, and Python to help you…
-
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…
-
Model, visualize, and deploy applications with Radius from the GitHub Copilot app and CLI.
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
-
Navigate and interact with your C++ code using the Microsoft C++ Language Server.
-
Advanced Security plugin for GitHub Copilot.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
Has a listing on Cursor: cursor/plugins (5)
-
Build apps, scripts, and automations with the TypeScript SDK.
-
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…
-
Patterns for designing CLIs that coding agents can run reliably: flags, help with examples, pipelines, errors, idempotency, dry-run.
-
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.
-
CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.
Has a listing on Docker MCP Catalog (5)
-
Stop stitching context for Copilot and Cursor. With Sequa MCP, your AI tools know your entire codebase and docs out of the box.
-
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
-
Ref powerful search tool connets your coding tools with documentation context. It includes an up-to-date index of public documentation and it can ingest your private documentation…
-
Pull up-to-date, version-specific documentation and code examples for any library or framework straight into your prompt.
-
Giving Claude ability to run code with E2B via MCP (Model Context Protocol).
Has a listing on Official MCP Registry (5)
-
Semantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.
-
contextweaver io.github.wchiway/contextweaver
Semantic code retrieval engine with hybrid search, context expansion, and 40+ language support.
-
codeweaver com.knitli/codeweaver
Semantic code search built for AI agents. Hybrid, AST-aware, context for 166 languages.
-
ref-tools-mcp io.github.ref-tools/ref-tools-mcp
Token efficient search for coding agents over public and private documentation.
-
codeseeker io.github.jghiringhelli/codeseeker
Graph-powered code intelligence with semantic search and knowledge graph for AI assistants
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.