NeVibeCode · 132 items
MCP servers for AI and ML
MCP servers for AI and ML: what each one does, an install command and example prompts.
MCP Toolbox for Databases
official MCP server Connect an AI agent to databases through MCP to inspect schemas, run queries, and write code informed by the database structure.
CX Codex +1
★ 16,717repo stars
labelhead-artist-momentum MCP server This MCP server reports momentum scores for trending hip-hop artists across four cultural dimensions. Use it when an agent needs music trend data.
CX Codex +1
★ 107,423repo stars
Agent Skills Search Server MCP server Searches and discovers agent skills in the skills.sh registry over an HTTP MCP endpoint. Helps an assistant find specialized workflows on demand.
CX Codex +1
★ 26,559repo stars
Skyvern MCP server Connects coding agents to vision-based browser automation via Playwright. Useful for submitting forms, clicking UI elements, and extracting data without brittle selectors.
CX Codex +1
★ 23,263repo stars
Nhost MCP server This MCP server connects an AI assistant to an Nhost project's GraphQL API. Users authenticate with Nhost Auth, and their permissions govern data access.
CX Codex +1
★ 9,366repo stars
PraisonAI MCP server Autonomous agent framework with reflection and MCP support. It orchestrates multi-agent tasks directly inside your coding workflow.
CX Codex +1
★ 9,289repo stars
AIHOT MCP server Connects your agent to the aihot.news feed to search topics, inspect trending AI events, and read curated daily or weekly briefs.
CX Codex +1
★ 8,544repo stars
openshorts MCP server Turns long videos into vertical shorts for TikTok, Instagram and YouTube, then publishes them. Useful when you run a podcast or stream and need a steady flow of clips.
CX Codex +1
★ 7,049repo stars
claude-flow MCP server Connect Claude Code to claude-flow tools for agent coordination and shared task context. The MCP setup uses ANTHROPIC_API_KEY.
CX Codex +1
★ 79,357repo stars
Remove AI Watermarks MCP server This MCP server finds and removes visible AI marks, hidden watermarks, and provenance metadata from images and video you own.
CX Codex +1
★ 6,114repo stars
strata MCP server Aggregates multiple tools into a single MCP gateway to keep your model's context window lean across heavy workflows.
CX Codex +1
★ 5,823repo stars
Honcho MCP server Honcho stores conversation history and events, then gives an agent context or natural-language answers. Use it to add persistent memory to a coding agent.
CX Codex +1
★ 7,776repo stars
Radar Kubernetes MCP Server MCP server Connects an AI agent to Kubernetes for cluster inspection, troubleshooting, and operations through a built-in MCP server.
CX Codex +1
★ 3,905repo stars
arxiv-mcp-server MCP server Connects your agent to arXiv papers to inspect original LaTeX sections, export BibTeX, and track topics locally without third-party cloud sync.
CX Codex +1
★ 3,231repo stars
Omnara MCP server Connects Claude Code to the Omnara platform to manage and execute autonomous AI agents across sandboxes and external machines.
CX Codex +1
★ 3,220repo stars
PaperBanana MCP server Creates publication-ready academic diagrams and statistical plots from text descriptions using a multi-agent workflow.
CX Codex +1
★ 2,417repo stars
Memanto MCP server Adds persistent semantic memory to MCP agents so they retain decisions, preferences, and project context across separate chat sessions.
CX Codex +1
★ 2,340repo stars
New-Term Radar MCP server Spots new model, product and repo names the day they surface and maps the search terms behind them. For anyone building pages around fresh terms.
CX Codex +1
★ 1,766repo stars
minutes MCP server minutes records and transcribes meetings locally, then lets an agent search the records you choose to share. Use it to bring decisions from past conversations back into your work.
CX Codex +1
★ 1,567repo stars
ros-mcp-server MCP server Links language models to ROS and ROS 2 robots over rosbridge. Useful when you want to drive a robot or read its topics straight from a chat.
CX Codex +1
★ 1,505repo stars
AutoTS MCP server Runs automated time series forecasting with genetic model search and probabilistic bounds. Useful when you need quick predictions directly in your assistant.
CX Codex +1
★ 1,434repo stars
voicemode MCP server voicemode lets you speak to an AI agent and hear its replies. Use it when typing is awkward or you want a break from the screen.
CX Codex +1
★ 1,417repo stars
agent-harnesses MCP server An MCP server that tells your agent which harness fits your model and task. Useful when you are choosing a runtime for an agentic system instead of guessing from star counts.
CX Codex +1
★ 1,349repo stars
Persome MCP server Persome keeps a local model of your working context on Mac and exposes it to trusted AI clients. Use it when several agents need the same personal context.
CX Codex +1
★ 1,328repo stars
claude-real-video MCP server Processes video locally into key frames and a transcript so an agent can answer questions about the recording. Works with URLs and local files.
CX Codex +1
★ 2,259repo stars
Nautilus Compass Memory MCP server An MCP server for local long-term memory, session search, and drift checks for AI agents. Use it when Claude Code needs context across sessions.
CX Codex +1
★ 1,254repo stars
QueryWeaver MCP server QueryWeaver turns plain-language database questions into SQL and returns results. Use it when an agent needs to inspect schemas and query data through MCP.
CX Codex +1
★ 1,086repo stars
Microsoft Learn MCP MCP server Search Microsoft’s official technical docs and code samples, or fetch a documentation page as Markdown. Useful when an agent needs current guidance for Azure or .NET.
CX Codex +1
★ 1,953repo stars
comfyui-mcp MCP server An MCP server that hands your agent the keys to ComfyUI: image, video and audio generation, graph edits, model and VRAM management.
CX Codex +1
★ 861repo stars
Docling MCP MCP server Turns PDFs and other documents into structured JSON inside your agent. Useful when you need to parse a report or paper before feeding it further.
CX Codex +1
★ 777repo stars
FableCut MCP server FableCut lets an MCP-capable agent edit a browser-based video timeline through a JSON project. Use it to arrange clips and make timeline edits alongside the agent.
CX Codex +1
★ 746repo stars
SandBase Harness MCP server A stdio bridge connecting AI coding assistants to the SandBase Harness runtime for session control, turn handling, and sandboxed tool execution.
CX Codex +1
★ 635repo stars
haiku.rag MCP server Index documents, search them through an AI agent, and get answers with page and section references. Useful when questions need evidence from your own files.
CX Codex +1
★ 635repo stars
token-optimizer-mcp MCP server This MCP server compresses request content and can move blocks it cannot compress into a file. It can help when logs, search results, or repeated reads fill an agent’s context.
CX Codex +1
★ 560repo stars
Anki MCP Server MCP server Wires Anki into an AI assistant: reviews, notes, decks and media over AnkiConnect. Handy for language learners and exam prep.
CX Codex +1
★ 531repo stars
vibe-check-mcp-server MCP server This MCP server prompts an agent to reconsider its reasoning before it overcomplicates a solution. Use it to add a check during an agent’s work.
CX Codex +1
★ 502repo stars
telemem MCP server Long-term and multimodal memory for AI agents with isolated character profiles. Runs locally or via external model providers.
CX Codex +1
★ 494repo stars
Polymarket Paper Trader MCP server This MCP server lets an AI agent paper-trade prediction markets with real Polymarket order books and official fees. Use it to practise and evaluate decisions.
CX Codex +1
★ 492repo stars
Entroly MCP server Entroly trims prompt context to fit token limits and logs decisions in verifiable receipts. It lets coding models retrieve omitted code spans using exact source handles.
CX Codex +1
★ 479repo stars
Horosa Skill MCP server A local MCP server for astrology and metaphysics calculations. Use it when an AI client needs offline tools, traceable results, and saved reports.
CX Codex +1
★ 477repo stars
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