"Setting up an MCP server in Kubernetes" matching MCP servers:

A security-first MCP server that provides LLMs with structured tools for filesystem, process, search, build/test/lint, IDE integration, and more.

Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.

MCP server that reduces token consumption in AI coding assistants by up to 90% via structural reads, PreToolUse hooks, and tp-\* subagents.

Enables reading, validating, comparing, and cleaning up Minecraft mod configuration files in .cfg, .toml, and .json formats.

Keeps your notes, decisions and projects in one folder on your own server, so your AI assistant picks up where the last chat ended. Reads and searches PDF, Word, Excel and mail as text; write policies per folder, a trash instead of delete.

An MCP server that enables AI coding tools to save, list, and read code snippets as files in the local filesystem.

Exposes a Traktor collection's reconciliation over stdio, enabling an MCP client to report status, preview entry-by-entry changes, repoint or add entries, and purge records whose files are gone. Writes are backed up and gated behind an explicit apply flag, with dry-run planning available first.

Enables AI assistants like Claude to manage personal expenses locally using SQLite. Supports adding, categorizing, summarizing expenses, setting budgets, and exporting data without cloud services.

Enables MCP clients to inspect and control Nooby's modded reanimation script — browsing, validating, creating and deleting dance and moveset modules, switching the active dance/moveset/root mode, tuning themes, keybinds, audio and performance settings, plus backing up and restoring SaveData through 52 tools. An optional executor bridge patch allows live in-game switching rather than only writing settings for the next launch.

Enables MCP clients to slice STL/3MF models through an official, unmodified slicer CLI, list machine/process/filament profiles, apply setting overrides, and inspect G-code statistics.

It enables an AI agent to maintain a local plain-JSON job-hunt logbook, recording applications, contacts, status changes, and interview feedback while surfacing what is due, finding stale applications, and drafting follow-up emails from notes.

Enables programmatic creation, inspection, listing, and deletion of NAM Universal II preset files, wiring amplifier, pedal, and up-to-four cabinet IR slots directly into plain-XML .preset documents that the plugin picks up live without a restart. It also searches and inventories an organized .nam/.wav capture library and applies sensible mix defaults such as solo-off slots, stereo balance, and phase/time alignment.

An MCP server that enables LLMs to compose and send emails with attachments, and search for files in directories by pattern.

Lets an AI tidy up documents like an archivist: it reads files (built-in OCR), proposes a filing plan the person approves, renames by content, finds duplicates and leaves program data alone – every step logged and undoable.

Enables coding agents to browse chats, read and search messages, look up contacts, save received files, and send messages or files through a linked account.

Enables AI agents to post, claim, answer, follow up on, and close file-based gigs through MCP tools, with the board stored as a shared folder.

Enables AI agents to read and write Markdown notes in an Obsidian vault over the Model Context Protocol, with concurrency-safe edits and optional write restrictions.

Enables slicing 3MF projects with a local Bambu Studio installation and exploring the resulting toolpaths, layers, print times, and filament usage in an interactive 3D viewer inside ChatGPT.

Enables AI clients to read, write, search, and manage files in an Obsidian vault via MCP over SSE, running standalone without the Obsidian desktop app.

Enables Cursor agents to inspect local STL and 3MF models, get heuristic print-setting recommendations for materials like PLA and PETG, and index licensed local model datasets. It works entirely offline and offers no direct printer control or G-code sending.

Enables AI agents to list, read, search, create, update, rename, and delete markdown notes in a local Obsidian vault via an HTTP MCP endpoint.

Enables AI assistants to read, write, and manipulate notes in an Obsidian vault through the Local REST API.

Enables natural language management of Hammerspace storage clusters with automated file ingestion, tagging, tier management, and vector embedding generation. Supports real-time file monitoring, multi-format document processing, and Kubernetes-based ingestion workflows with Milvus integration.

Enables an LLM to drive Mathcad 15 worksheets over stdio by setting input variables, recalculating, reading and inspecting results and regions, diagnosing errors, and saving or exporting files. It also supports batch input/output computation runs and guarded file handling with path restrictions and backup on overwrite.

Enables an AI assistant to drive a Color Computer 3 emulated in MAME, including entering BASIC commands, mounting disk images, capturing screen snapshots, and peeking/poking memory.

Connects the ChatGPT web app to a locally running Codex agent over OAuth-secured MCP so users can plan in chat while their own machine reads authorized project files, applies SHA-guarded edits, and runs sandboxed tests. Per-project grants can be revoked anytime, and every write is backed up, conflict-checked, and audited.

Enables AI assistants to safely interact with an Ubuntu system through policy-controlled file access, command execution, package search, and system monitoring, with full auditing and defense-in-depth security.

Enables listing, reading, and updating to-dos in an Obsidian vault directly from Claude or Cursor via natural language.

Enables users to review, edit, and approve AI-proposed file writes in an interactive diff editor before anything touches disk.

An Obsidian plugin that runs an MCP server, enabling AI agents to read, edit, search notes, and run Dataview queries in your vault.