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Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents.
LSP-powered coding agent toolkit: semantic symbol search, references and structural edits.
Generate beautiful, modern UI components from natural-language descriptions inside your IDE.
Generate 26+ chart types and data visualizations using AntV, for chart generation and data analysis.
Give AI assistants full access to shadcn/ui v4 components, blocks, demos, and metadata across React, Svelte, Vue, and React Native.
Gives MCP-enabled clients semantic code tools: definition, references, rename, diagnostics, and more.
Multi-agent collaboration protocol: orchestrate specialized AI agents over MCP with a shared knowledge graph.
AI-powered discovery and documentation for the @reactuses/core React Hooks library.
Locally hosted multi-engine web search and page content extraction for local LLMs — no API keys required.
AI-friendly MCP server for the Notion API — find, read, query, and update Notion workspaces with compact, agent-ready responses.
Surgical Obsidian vault editing — read, write, search, and patch notes, tags, and frontmatter.
Execute shell commands on remote Linux and Windows servers over SSH via MCP.
Official monday.com MCP server — agents create boards and items, update columns, and run GraphQL against your work OS.
Post tweets and search Twitter/X from Claude or any MCP client using your Twitter API keys.
Local MCP server that puts a human in the loop: ask the user questions and send OS notifications mid-task.
Control iOS simulators with natural-language commands from your LLM, powered by Facebook's idb.
Ranks every file by importance, maps dependencies, and keeps AI summaries fresh in the background.
Intuit's official local MCP server exposing QuickBooks Online accounting data as callable tools.
Official CoinGecko server for real-time and historical crypto prices, market data, and on-chain analytics.
Honeycomb observability via AI: query datasets, alerts and boards (community + official).
Drive Autodesk Revit from AI: query, create, modify, and delete BIM elements via a TypeScript server and C# add-in.
Drive your Opik LLM-observability workspace from your AI host — read traces, log scores, save prompts, ask Ollie.
Secure bridge between Claude.ai/Desktop and a self-hosted OpenClaw AI assistant, with OAuth2 and multi-instance routing.
Access and manage your Langfuse prompts through the Model Context Protocol.
Manage Postman collections, environments, and APIs through the Postman API.
Real-time framework docs (types + prose + examples) for any npm package 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.
Comprehensive SQLite database interaction over MCP: CRUD, introspection, and custom SQL queries.
Manage Apache APISIX gateway resources through natural language via the Admin API.
Context compaction for AI coders: token-efficient, AST-level code intelligence across 17+ languages.
Let AI models post notes and send Lightning zaps on the Nostr protocol.
Persistent code index + memory, semantic search & live telemetry for AI coding agents — 50x less context than grep.
Community server that captures website screenshots via the ScreenshotOne API.
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.
Real-time prediction market odds and prices from Polymarket, PredictIt, and Kalshi. No API keys required.
Turn any source code repo into a searchable, AI-queryable knowledge base inside Claude or Cursor.
Local MCP server for surgical, formatting-preserving edits to existing Word (.docx) and OpenDocument (.odt) files.
Describe a cloud architecture in English; get Terraform, cost estimates, and compliance checks across AWS/GCP/Azure.
Query your Bluesky profile, timeline, posts, likes, and search from your AI assistant.
Comprehensive Trello integration for Claude Desktop, Claude Code, Gemini CLI and other MCP clients — 19 tools for boards, cards and lists.
Read-only MCP server for searching and reading your macOS iMessage history and Contacts.
AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code.
Generate, validate, and optimize accessible Adaptive Cards for Teams, Outlook, Copilot, and other Microsoft surfaces.
Control JetBrains TeamCity CI/CD — builds, tests, agents, and configs — from AI coding assistants.
Adaptive prep for the Claude Certified Architect exam: 390 questions, spaced repetition, guided capstone, zero sycophancy.
Community MCP server for the Mixpanel API — query events, funnels, retention, and user profiles from Claude or Cursor.
Manage Turso databases and run SQL from an agent, with separate read-only and destructive query tools.