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Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Official Firecrawl MCP server — scrape, crawl, map, search, and structured extraction for any LLM client.
Connect your personal WhatsApp: search, read and send messages and media locally
Platform-agnostic mobile automation for iOS & Android — simulators, emulators, and real devices.
MCP server that works alongside an LLM to build validated Vizro charts and dashboards.
Convert PDFs, Office docs, images, audio, and web pages into Markdown for LLM consumption.
Built-in MCP server for the open-source Kubernetes UI — lets AI assistants query and operate your cluster.
Production-ready MCP server for real-time web search, content extraction, site mapping, and crawling.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Go-native MCP server for Kubernetes and OpenShift — manage pods, resources, Helm, Tekton, and more.
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
Connect Claude, GPT, and Gemini to ROS/ROS 2 robots via rosbridge, with no changes to robot source code.
Official Brave Search MCP server: web, local, image, video, news search and AI summarization.
AI-driven mini Kubernetes dashboard with a built-in MCP server exposing 49 cluster operation tools
Alpaca's official trading server for stocks, ETFs, options, and crypto in plain English.
Atlassian's official hosted MCP server for Jira and Confluence Cloud — search, create, update.
AI data quality evaluation server exposing Dingo's rule- and LLM-based checks over MCP.
Point at browser DOM elements with Option+Click and feed them as context to agentic coding tools via MCP.
MCP-native browser control plane with human takeover, reusable auth profiles, approvals, and audit trails.
Auto-generate a secure, LLM-optimized MCP server or REST API for your database in minutes.
Let any LLM interactively debug your code in VS Code via breakpoints and expression evaluation.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Read and write access to Airtable bases — inspect schemas, query, and modify records, tables, fields, and comments.
Deploy HTML, folders, or full-stack projects to Tencent EdgeOne Pages and get a public URL.
Connect Claude directly to PostgreSQL, MySQL, SQLite, Oracle, MS SQL and other SQLAlchemy databases.
AI-powered Bazi (Chinese Four Pillars) calculator for accurate destiny and personality data.
Interact with 60+ EVM chains: balances, transfers, contracts, ENS, and ABI fetching.
Terraform MCP server letting AI assistants read, plan, apply, analyze, and manage Terraform infrastructure.
Official Polygon.io server with tools for stocks, options, forex, and crypto market data.
Official PostHog server: product analytics, feature flags, experiments, error tracking and SQL.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
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.
Browser automation via Playwright — let LLMs navigate, click, fill forms, screenshot, and run JS in a real browser.
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.
Let LLMs query, aggregate, and write to MongoDB with schema inference and read-only protection.
Upload, search, edit, and generate videos through Video Jungle from your LLM.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
Datadog's managed remote server: query logs, metrics, traces, monitors and incidents.
Generate Apache ECharts charts locally from AI for chart generation and data analysis.
Natural-language queries to MySQL/PostgreSQL via XiYanSQL text-to-SQL
Search Twitter/X and read your home timeline from an MCP client, using the twikit library.
Connect LLMs to the Milvus vector database for vector, text, and hybrid search plus collection management.
Let LLMs run shell commands and processes on the host machine via a single run_process tool.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Give AI assistants full control over Aseprite to create pixel art and animated sprites.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
On-demand open-source tax & accounting skills for AI agents across 130+ jurisdictions, via MCP.
Line-oriented text file editing for LLMs with token-efficient partial reads and hash-based conflict detection.
Query and manage a local DuckDB database from your LLM via the Model Context Protocol.
Let LLMs query, inspect, and manage MongoDB databases through natural language.
Securely run whitelisted CLI commands within an allowed directory via MCP.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Access and manage your Langfuse prompts through the Model Context Protocol.
Centralize ESP-IDF/ESP32 commands and drive embedded builds, flashing, and tests via LLM-driven MCP tools.
Kubernetes MCP server: manage cluster resources and Helm releases through MCP tools, with fine-grained write controls.
Secure, read-only access to Google BigQuery datasets for LLMs, with field-level PII/PHI protection.
Community server bridging LLMs to 100+ crypto exchanges via the CCXT library for data and trading.
Meta-MCP server that manages, aggregates, and proxies other MCP servers so LLMs can extend themselves.
Inspect BigQuery schemas and run SQL queries from your LLM client.
Expose any FHIR server or API as MCP tools to search, read, and write clinical data with SMART-on-FHIR auth.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Chat with Chronulus AI forecasting and prediction agents directly from Claude.
Safe, read-only SQLite database exploration and querying for LLMs, built on FastMCP.