LINZA
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.
MCP server · by Semiotronika
About
LINZA is an MCP server published by Semiotronika. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-11-07. As of our marketplace pass on 2026-11-09.
What it asks for
- Runs on your machine
- Secrets: 1
- Settings: 9
Requires: LINZA_EMBED_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
PyPI linza-mcp (linza-mcp on PyPI)
- PyPI downloads/week: 50 (2026-11-07)
- PyPI downloads/month: 128 (2026-11-07)
- Latest version on PyPI: 0.2.3, published 2026-08-13
No known vulnerabilities in OSV for 0.2.2 (checked 2026-11-02)
PyPI facts come from pypi.org, PyPI downloads from pypistats.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. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.
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: PyPI package
Built from what Official MCP Registry declares.
claude mcp add --env "LINZA_EMBED_KEY=<YOUR_LINZA_EMBED_KEY>" --transport stdio linza-mcp -- uvx linza-mcp
[mcp_servers.linza-mcp]
command = "uvx"
args = ["linza-mcp"]
[mcp_servers.linza-mcp.env]
LINZA_EMBED_KEY = "<YOUR_LINZA_EMBED_KEY>"
{
"mcpServers": {
"linza-mcp": {
"command": "uvx",
"args": [
"linza-mcp"
],
"env": {
"LINZA_EMBED_KEY": "<YOUR_LINZA_EMBED_KEY>"
}
}
}
}
Replace the values in angle brackets with your own. We show the names of the settings, never values.
Optional settings it also lists: LINZA_BRIDGE_THRESHOLD, LINZA_DEFAULT_PROFILE, LINZA_EMBED_MODEL, LINZA_EMBED_PROVIDER, LINZA_EMBED_URL, LINZA_LANGUAGE, LINZA_MAX_BRIDGE_PAIRS, LINZA_VAULT.
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.2.2 | Downloads/month (PyPI): 128 Downloads/week (PyPI): 50 Forks (GitHub): 0 Stars (GitHub): 4 |
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.
How its figures have moved
- 2026-10-2334
- 2026-11-0750
- 2026-11-054
- 2026-11-094
Each dot is a day we read a different number; flat stretches are days the number did not move. Figures of different marketplaces are never added up.
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.
-
lineai-mcp-server io.github.lineai-intelligence/lineai-mcp-server
An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.
-
MCP server for langchain documentation, generated by doc2mcp.
-
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
-
Read-only MCP server for markdown and agent steering files: read, outline, lint, context budget.
-
llm-wiki-mcp io.github.flsteven87/llm-wiki-mcp
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.
-
md-md io.github.kedarvartak/md-md
MCP server for md.md - provides team knowledge context to AI assistants
-
Search and read Lynta's public documentation.
-
Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.
-
sensefold app.sensefold/sensefold
Personal context for every AI: search, read, and write back to your private Markdown library.
-
yuque-mcp io.github.yuque/yuque-mcp
MCP server for Yuque — expose your knowledge base to AI assistants.
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)
-
memex io.github.STiFLeR7/memex
Temporal engineering context for agents via MCP.
-
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
-
agent-discover io.github.keshrath/agent-discover
Find, install and enable MCP servers mid-session on any host, with consent and tool pinning
-
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…
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.
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
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…
-
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.
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…
-
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…
-
MCP server for terminal commands, file operations, and process management
-
Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.
-
Build beautiful documentation sites with Mintlify. Convert non-markdown files into properly formatted MDX pages, add and modify content with correct component use, and automate…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.
-
Cloudflare platform plugin with curated skills for Workers, Wrangler, and Agents SDK plus the official Cloudflare API MCP server.
-
Inspect repositories, triage pull requests and issues, debug CI, and publish changes through a hybrid GitHub connector and CLI workflow.
-
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
-
Work with SharePoint using the configured Microsoft SharePoint app connector.
Has a listing on Community GitHub marketplaces (5)
-
Build high-quality MCP servers for LLM integrations
-
mcp-builder-anthropic
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers…
-
Set up Lanes Link, the self-hostable MCP endpoint for your own accounts, memory, tasks and secrets
-
Build agents, MCP servers and tool-using workflows.
-
Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
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…
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
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.
-
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…
-
Bring Azure DevOps work-item, repository, and pull-request workflows into GitHub Copilot.
Has a listing on Cursor: cursor/plugins (5)
-
Let Grok Bot reach MCP servers on your private Tailscale network: connect your own tailnet, or your team's company tailnets turned on by a team admin, with each member using their…
-
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…
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
-
Capture, search, and organize notes and collections.
Has a listing on Docker MCP Catalog (5)
-
Git repository interaction and automation.
-
Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
-
Give your AI agents trusted access to the full Postman platform.
-
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
-
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
Has a listing on Official MCP Registry (5)
-
lineai-mcp-server io.github.lineai-intelligence/lineai-mcp-server
An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.
-
MCP server for langchain documentation, generated by doc2mcp.
-
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
-
Read-only MCP server for markdown and agent steering files: read, outline, lint, context budget.
-
llm-wiki-mcp io.github.flsteven87/llm-wiki-mcp
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows over time.
Has a listing on PyPI (MCP servers) (5)
-
lineai-mcp-server io.github.lineai-intelligence/lineai-mcp-server
An MCP Server to utilize Lineai's rich software dependency data in your AI programming assistant.
-
A local knowledge base for your coding agents, served over MCP.
-
Hanzo MCP Server - Unified tool surface with AI, cloud control, vector search, and multi-framework UI
-
marm-mcp-server io.github.Lyellr88/marm-mcp-server
Universal MCP Server with advanced AI memory capabilities and semantic search.
-
MCP server for interactive user feedback in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and…
Has a listing on npm registry (MCP servers) (5)
-
lain io.github.spuentesp/lain
High-performance knowledge graph MCP server for AI coding agents with semantic search.
-
lorg-mcp-server io.github.LorgAI/lorg-mcp-server
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
-
Hanzo MCP Server - Unified tool surface with AI, cloud control, vector search, and multi-framework UI
-
Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.
-
systemdox io.github.puglieseweb/systemdox
Your architecture in your agents' context: checks, specs, ADRs and docs over MCP, at write time.
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.
Want this mark on your plugin in our catalog?
Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works
You also 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.