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Official MCP reference server that fetches a URL and returns its content as clean Markdown, with chunking.
AI-powered task-management system for AI-driven development that drops into Cursor, Windsurf, Claude Code, and more.
Background computer-use MCP server that drives native macOS, Windows, and Linux desktop apps without stealing focus.
Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
The renamed zen-mcp-server: routes Claude Code, Codex or Cursor to Gemini, GPT, Grok and local models in one context.
macOS screen capture, AI visual analysis, and full GUI automation for AI agents.
Index local code into a graph database to give AI assistants deep, queryable code context.
Read/write Postgres access plus index tuning, EXPLAIN plans, and database health analysis for AI agents.
Render Semiotic charts, validate configs, and get chart recommendations via MCP tool calls.
Official Perplexity MCP server — web search, ask, deep research, and reasoning via Sonar models.
Intelligent task management for AI agents: plan, decompose, and execute dev tasks with persistent memory.
Read-only (optionally write) access to MySQL databases for LLMs — inspect schemas and run SQL queries.
Connect AI assistants to the Unity Editor to manipulate scenes, GameObjects, assets, and run tests via MCP.
MCP server for AI image & video generation across 9 models, with a 1,446-prompt library and parallel sub-agent orchestration.
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.
On-premises RAG over your local files (PDF, DOCX, CSV, MD, TXT), queryable from Claude via MCP.
Structural code navigation, persistent memory, and Bash output compaction for AI coding agents.
Local Apple documentation index served to AI agents over MCP — docs, HIG, Swift Evolution, packages, and sample code.
Fetch web content as HTML, JSON, text, Markdown, readable article, or YouTube transcript.
Next.js development tools for coding agents: runtime diagnostics, upgrades, docs, and Cache Components migration.
Official Jina AI remote MCP server — read web pages as Markdown and run grounded web search over HTTP.
CLI and MCP server for YouTube — upload, optimize, and manage videos, playlists, comments, and channel branding.
Official Pinecone server: manage indexes, upsert/search records, rerank, and search Pinecone docs.
Real-time data for AI agents — markets, research, X/Twitter, crypto. No API keys, pay per call in USDC.
Semantic search and progressive loading of Claude Agent Skills for any MCP-compatible AI assistant.
Chat with your robotics, drone, and IoT data — deterministic SQL over ROS, PX4, ArduPilot & Betaflight logs.
Connect AI assistants to Discord — manage channels, messages, roles, members, events and more via a JDA-powered bot.
Fast cross-platform file search via Everything SDK (Windows), mdfind (macOS), and locate (Linux).
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Search, analyze, and manage Elasticsearch & OpenSearch clusters through MCP tools.
Intuit's official local MCP server exposing QuickBooks Online accounting data as callable tools.
Let LLMs query, aggregate, and write to MongoDB with schema inference and read-only protection.
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.
Official Docker Hub MCP server for searching images, reading metadata and managing repositories.
MySQL CRUD plus anomaly analysis: SQL optimization, health checks, lock and index diagnostics, with role-based permissions.
Grounded access to the FLOX trading framework surface for AI coding agents.
Query your Apple Health data with natural language via Elasticsearch, ClickHouse, or DuckDB.
Full-featured MCP server for querying, aggregating, and managing MongoDB databases via natural language.
Manage and search Meilisearch from any MCP client: indices, documents, settings, keys, and multi-index search.
MCP server to search Bilibili videos and fetch trending lists, video details, UP-host info, and anime schedules.
Search TikTok, pull post details, and extract video subtitles into your AI agent via the TikNeuron API.
Let LLMs query, inspect, and manage MongoDB databases through natural language.
Render Mermaid diagrams in Claude Code with live-reload browser preview and SVG/PNG/PDF export.
Bridge to query multiple LLMs and CLI coding agents as AI "ducks" for diverse perspectives.
Real-time framework docs (types + prose + examples) for any npm package via MCP.
Get a second opinion in Claude Code: query Codex, Gemini, OpenCode and more, with structured multi-model deliberation.
Semantic code search & navigation for AI agents — jump to the exact functions and chunks instead of reading whole files.
Local MCP server that delegates coding tasks to specialized AI sub-agents (Codex, Claude, Cursor, Gemini) in parallel.
Turn your codebase into a queryable knowledge base: search, impact analysis, ownership, dead code — via MCP.
Databricks Labs server exposing Unity Catalog functions, vector search indexes and Genie spaces as agent tools.
MCP server for spatial transcriptomics analysis via natural language
Real-time crypto token, DEX, and DeFi liquidity-pool data across 33+ blockchains. No API key required.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Automate token swaps on Uniswap DEX across multiple blockchains for AI agents.
Give any coding agent instant semantic knowledge of your codebase — one tool call instead of 19, ~20x fewer tokens.
Render screenshots of any website and return them as images, via the ScreenshotOne API.
Production-grade MCP server for MikroTik RouterOS — 117 typed, auditable tools for safe AI-native network automation.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Local-first LLM router for AI coding tools — routes prompts to the cheapest capable model with automatic provider fallback.
Multi-model AI orchestration MCP server for automated code review, chat, compare, and debate in Claude Code.
Let LLMs query Couchbase clusters, run SQL++, manage documents, and analyze query performance.
Multi-DEX perpetual futures MCP server for Pacifica, Hyperliquid, Lighter & Aster — market data, trading, and funding-rate arbitrage.
Real-time Hyperliquid perp DEX data and insights for bots, dashboards, and analytics.
Session-token Slack access for AI agents — no OAuth, no app registration, 21 tools, one command.
Secrets management for AI agents via MCP — agents call your APIs without ever seeing the keys.
Query and manage Algolia search indices from an agent: search, settings, analytics, A/B tests, and Recommend.
Query and explore YDB databases from any MCP-compatible LLM using natural language.
Execute Solana token swaps via Jupiter's Ultra API, combining DEX routing and RFQ for optimal pricing.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.