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Official MCP reference server for secure local filesystem read/write within allowed directories.
Official MCP server for reading, searching, and manipulating a local Git repository's files and history.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Pack any local or remote repository into one AI-ready file your agent can grep and read incrementally.
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
Powerful local filesystem + terminal MCP server: search, diff-edit files, and run shell commands.
Render Semiotic charts, validate configs, and get chart recommendations via MCP tool calls.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Go-native MCP server for Kubernetes and OpenShift — manage pods, resources, Helm, Tekton, and more.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Let Claude control QGIS Desktop — create projects, load layers, run processing algorithms, and execute PyQGIS code.
Control your entire Kubernetes infrastructure through natural language conversations with AI.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Safely run SQL, manage schema, call the Supabase Management API & Auth Admin from your IDE — with built-in safety controls.
AI-powered IDE assistance for the Intlayer i18n ecosystem: docs, CLI, and dictionary management.
Real-time NixOS, Home Manager, nix-darwin, and Nixvim data so your AI stops hallucinating package and option names.
Archived official Mem0 server for long-term agent memory: add, search, update, and delete memories via the Mem0 API.
Secure local filesystem access for MCP clients — read, write, search, and manage files within allowed directories.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
Cut Claude Code context usage 60-90% via caching, Brotli compression, and smart tool replacements.
Control Android devices with AI through the Model Context Protocol via ADB.
Give AI assistants structured access to MySQL, PostgreSQL, SQLite, Oracle, and TimescaleDB simultaneously.
Drive AutoCAD LT via AutoLISP or generate DXF headlessly — 8 consolidated tools for drafting, P&ID and screenshots.
Local MCP server that puts a human in the loop: ask the user questions and send OS notifications mid-task.
Let LLMs create, search, update, and comment on Linear issues through the Model Context Protocol.
Fast cross-platform file search via Everything SDK (Windows), mdfind (macOS), and locate (Linux).
Search, create, update and aggregate Odoo ERP records from AI assistants via XML-RPC.
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Read and send macOS iMessage/SMS from your Messages database, with attachments and contacts.
Give AI agents access to 200+ accessible KoliBri Web Component samples, specs, and docs over MCP.
Technical marketing content creation, SEO, and product positioning tools based on Open Strategy Partners' methodologies.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Drive Autodesk Revit from AI: query, create, modify, and delete BIM elements via a TypeScript server and C# add-in.
Grounded access to the FLOX trading framework surface for AI coding agents.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
Connect AI agents to crypto: wallets, swaps, DCA, limit orders, and staking on Solana.
Securely execute whitelisted shell commands over MCP, with stdin, argv pipelines, timeouts, and audit logging.
Interact with Apache Airflow's REST API through MCP — manage DAGs, runs, tasks, variables, connections, and more.
Analyze Korean stocks via official DART disclosures and KRX (KOSPI/KOSDAQ/KONEX) market data.
Connect Claude to Jupyter Notebook 6.x to insert, execute, edit and manage cells via MCP.
Turn architecture into a queryable knowledge graph and render auto-laid-out Excalidraw diagrams. Offline, no API keys.
Behavior regression gate for AI agents — snapshot behavior, diff tool calls, and catch silent regressions, exposed to Claude Code over MCP.
Debug embedded systems (ARM Cortex-M, RISC-V) from AI assistants via probe-rs.
Search NPM, crates.io, NuGet, PyPI, Go registries and GitHub Security Advisories for up-to-date package info.
AI-friendly electronic signatures: create, edit, send, and manage Markdown-based contracts via the eSignatures.com API.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Control robots in ROS2 environments with natural language via topics, services, and actions.
AI-powered code review automation: analyzes Git diffs to find bugs, security issues, and quality improvements.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Self-hosted MCP gateway connecting Claude to Odoo ERP (15→19) — 197+ tools, multi-tenant, Bulgaria l10n.
Multi-model AI orchestration MCP server for automated code review, chat, compare, and debate in Claude Code.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
SQL static analysis, linting, and dialect conversion for your AI assistant, powered by SQLGlot.
Manage Homebrew packages on macOS from Claude Desktop or Cursor — install, upgrade, search, and maintain.
Connect AI agents to OPC UA industrial systems to monitor, analyze, and control operational data in real time.
Combine multiple files into one — fast, secure, and limited to directories you allow.
Connect AI agents to industrial IoT: read and write Modbus registers and coils over TCP, UDP, or serial.
Wix's official hosted MCP: search Wix docs, generate platform code, and call real site APIs from your AI client.