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LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Official AWS Labs server that lets agents call any AWS API via the AWS CLI surface.
Fully managed remote server for AWS docs, blogs, What's-New and Well-Architected guidance — no key.
All-in-one web access MCP — Web Unlocker, SERP, Scraper API, and a cloud Scraping Browser.
Isolated, containerized dev environments for coding agents — each agent works in its own git branch.
Cloudflare's hosted remote MCP server for searching Cloudflare developer docs; no auth required.
Official Browserbase cloud-browser MCP built on Stagehand — natural-language act/extract/observe.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Linear's official hosted MCP server — find, create, and update issues, projects, and comments.
HashiCorp's official server for Terraform Registry providers, modules, and IaC workflows.
Secure, structured access to MySQL databases for AI clients — query, sample, and inspect schemas via MCP.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source 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.
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Real-time NixOS, Home Manager, nix-darwin, and Nixvim data so your AI stops hallucinating package and option names.
Official Elastic server: list indices, read mappings, and search with Query DSL.
Let AI agents open and manage secure HTTP/TCP/UDP tunnels to local services over stdio.
Connect AI agents to a LINE Official Account via the LINE Messaging API.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Give MCP clients access to your iTerm session to run commands, read output, and drive REPLs.
Let AI assistants trade on MetaTrader 5 using natural language.
Official Resend MCP to compose and send transactional email from your assistant
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Community server to manage Railway.app projects, services, and deployments via your agent.
Deploy HTML, folders, or full-stack projects to Tencent EdgeOne Pages and get a public URL.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Fast cross-platform file search via Everything SDK (Windows), mdfind (macOS), and locate (Linux).
Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents.
Smart context management for LLM workflows — rule-based file selection shared via MCP or clipboard.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Gives AI coding assistants up-to-date, crate-specific Rust documentation via semantic search and LLM summarization.
Manage multiple SSH servers from Claude Code or OpenAI Codex — execute commands, transfer files, backups, DB ops, health monitoring.
JetBrains IDE plugin exposing an MCP server so AI agents can use the IDE's indexing and refactoring.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Give Claude access to all 200+ AWS services through the AWS CLI.
Official Portainer MCP server: manage Docker, Kubernetes, and GitOps environments via the Portainer REST API.
Query and manage a local DuckDB database from your LLM via the Model Context Protocol.
MCP server to search Bilibili videos and fetch trending lists, video details, UP-host info, and anime schedules.
MCP server for interacting with JMAP email servers (FastMail, Stalwart, Cyrus, James) — search, read, send, and manage email.
Distill large codebases into AI-friendly context — public APIs, types, and structure, 90-98% smaller.
Meta-MCP server that manages, aggregates, and proxies other MCP servers so LLMs can extend themselves.
50+ cryptocurrency technical indicators and trading strategies for AI agents, sourced from any ccxt exchange.
Turn architecture into a queryable knowledge graph and render auto-laid-out Excalidraw diagrams. Offline, no API keys.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Operate Alibaba Cloud resources (ECS, VPC, RDS, OSS, CloudMonitor, OOS) from AI assistants via MCP.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Search and manage your Discogs music catalog, collection, wantlist, and marketplace from your AI client.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Safe, read-only SQLite database exploration and querying for LLMs, built on FastMCP.
Turn your codebase into a queryable knowledge base: search, impact analysis, ownership, dead code — via MCP.
Discord MCP for messaging, channel/forum management, reactions and webhooks
Connect AI to Last9 production observability: logs, metrics, traces, exceptions and alerts.
Query New Relic via NerdGraph: entity search, NRQL, deployments and infrastructure.
Official Recraft server for raster and vector image generation, vectorization, and editing.
Community server that captures website screenshots via the ScreenshotOne API.