The floor

83 tools on display ยท filtered to ai-ml

MCP Server Tier 1

@pushary/agent-hooks

Permission hooks for AI coding agents: route tool approvals through Pushary push notifications

๐Ÿง  AI & ML
MCP Server Tier 1

@usejunior/docx-mcp

MCP server for reading, editing, and comparing Word (.docx) and OpenDocument (.odt) files with tracked changes. For Claude, Gemini CLI, Cursor, and any MCP client. Apache-2.0 licensed.

๐Ÿง  AI & ML
MCP Server Tier 1

@remem-ai/remem

Local-first coding agent memory for Claude Code and OpenAI Codex

๐Ÿง  AI & ML
MCP Server Tier 1

@100xprompt/chitta

Chitta - permission-aware memory for AI agents: a knowledge-graph + vector memory MCP server + SDK with per-user access control. Runs on Bun. By 100xprompt.

๐Ÿง  AI & ML
MCP Server Tier 1

tribunal-kit

Anti-Hallucination AI Agent Kit for IDEs (Cursor, VSCode, Windsurf) โ€” 43 specialist agents, 34 workflows, 20 parallel Tribunal code reviewers, Model Context Protocol (MCP) server, and long-running autonomous agent harness.

๐Ÿง  AI & ML
MCP Server Tier 1

distribea-mcp

On-brand AI media toolkit โ€” CLI + MCP server for generating images, video, music and voice. Define your brand once, then fill a whole page in one call (WebP, SEO alt text, patched into your repo) or download standalone assets at the site price. Works with

๐Ÿง  AI & ML
MCP Server Tier 1

@miraigent/free-ai-ops-mcp

Free MCP server for developers adding human review gates, prompt risk checks, FAQ review, and CRM note safety to AI tools.

๐Ÿง  AI & ML
MCP Server Tier 1

@dollhousemcp/mcp-server

DollhouseMCP - A Model Context Protocol (MCP) server that enables dynamic AI persona management from markdown files, allowing Claude and other compatible AI assistants to activate and switch between different behavioral personas.

๐Ÿง  AI & ML
MCP Server Tier 1

@n24q02m/better-notion-mcp

Better MCP server for Notion API with composite tools optimized for AI agents

๐Ÿง  AI & ML
MCP Server Tier 1

delimit-cli

The merge gate for AI-written code, with signed, replayable attestation. Works with Claude Code, Codex, Cursor, and Gemini CLI.

๐Ÿง  AI & ML
MCP Server Tier 1

@contextium/mcp-server

MCP server for Contextium โ€” pipe team SOPs, coding standards, and AI context directly into Claude, Cursor, and other AI coding assistants

๐Ÿง  AI & ML
MCP Server Tier 1

@weppy/roblox-mcp

MCP (Model Context Protocol) server for Roblox Studio integration - enables AI coding agents to interact with Roblox Studio in real-time

๐Ÿง  AI & ML
MCP Server Tier 1

@satelliteoflove/godot-mcp

MCP server that gives AI assistants eyes and hands in the Godot editor: scene editing, input injection, deterministic game-time control, and live runtime state for agent-driven playtesting

๐Ÿง  AI & ML
MCP Server Tier 1

12306-mcp

This is a 12306 ticket search server based on the Model Context Protocol (MCP).

๐Ÿง  AI & ML
MCP Server Tier 1

@microsoft/devbox-mcp

Model Context Protocol server for Microsoft Dev Box

๐Ÿง  AI & ML
MCP Server Tier 1

@aashari/mcp-server-atlassian-bitbucket

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MC

๐Ÿง  AI & ML
MCP Server Tier 1

agent-mcp-manager

Programmatic add/link/unlink for MCP servers across AI coding agents (Claude Code, Claude Desktop, Cursor, VS Code, Codex, Gemini CLI, Zed). Manifest-driven primitives โ€” library, not CLI.

๐Ÿง  AI & ML
MCP Server Tier 1

@dallay/agentsync

A fast CLI tool to sync AI agent configurations and MCP servers across Claude, Copilot, Cursor, and more using symbolic links.

๐Ÿง  AI & ML
MCP Server Tier 1

claude-code-deepseek-delegator

MCP server that lets Claude Code delegate heavy-token tasks to DeepSeek, Kimi, GLM, Qwen, Grok, or any OpenAI-compatible model. Claude orchestrates; the delegate does the heavy lifting. Zero dependencies.

๐Ÿง  AI & ML
MCP Server Tier 1

@greenarmor/ges-mcp-server

GESF MCP Server - AI Compliance Assistant for GDPR, OWASP, NIST, CIS. Check compliance, generate policies, assess risks via MCP protocol.

๐Ÿง  AI & ML
MCP Server Tier 1

@toolsdk.ai/registry

An Open, Structured, and Standard Registry for MCP Servers and Packages.

๐Ÿง  AI & ML
MCP Server Tier 1

notion-mcp-server

Notion MCP server for Claude, Cursor, ChatGPT, and Claude Desktop โ€” connect AI agents to Notion via the Model Context Protocol. Create pages, query databases, append blocks, upload files, and more in natural language.

๐Ÿง  AI & ML
MCP Server Tier 1

@diskd-ai/email-mcp

Email MCP server with IMAP + SMTP support

๐Ÿง  AI & ML
MCP Server Tier 1

ai-mind-map

AI Mind Map โ€” MCP server that reduces AI coding agent token usage by 80-99% through persistent codebase memory, knowledge graphs, and intelligent context management

๐Ÿง  AI & ML
MCP Server Tier 1

browser-devtools-mcp

[DEPRECATED] This package has been renamed. Please use @ironbee-ai/devtools instead.

๐Ÿง  AI & ML
MCP Server Tier 1

@mseep/linear-mcp-server

A Model Context Protocol server for the Linear API.

๐Ÿง  AI & ML
MCP Server Tier 1

neo.mjs

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

๐Ÿง  AI & ML
MCP Server Tier 1

@aashari/mcp-server-atlassian-confluence

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP in

๐Ÿง  AI & ML
MCP Server Tier 1

@oomkapwn/enquire-mcp

MCP server giving AI agents (Claude Code, Claude Desktop, Cursor, ChatGPT, Codex, OpenClaw) persistent long-term memory backed by your local Obsidian markdown vault. Hybrid retrieval (BM25 + ML embeddings + BGE reranker, RRF-fused), HNSW + int8 quantizati

๐Ÿง  AI & ML
MCP Server Tier 1

openchrome-mcp

Open-source browser automation MCP server. Control your real Chrome from any AI agent.

๐Ÿง  AI & ML
MCP Server Tier 1

patchwork-os

Your personal AI runtime, local-first. Patchwork OS gives any AI model a consistent set of tools, YAML recipes, a delegation policy with approval queue, and a durable trace memory โ€” all on your machine, all under your policy.

๐Ÿง  AI & ML
MCP Server Tier 1

js-reverse-mcp

JS reverse engineering MCP server with agent-first tool design and built-in anti-detection. ไธบ AI Agent ่ฎพ่ฎก็š„ JS ้€†ๅ‘ MCP Server๏ผŒๅ†…็ฝฎๅๆฃ€ๆต‹ใ€‚

๐Ÿง  AI & ML
MCP Server Tier 1

storybook-mcp-server

MCP server for Storybook - provides AI assistants access to components, stories, properties and screenshots

๐Ÿง  AI & ML
MCP Server Tier 1

mneme-ai

Mneme โ€” the memory layer for your codebase. Knows the WHY, the WHAT, the WHERE-IT-BREAKS.

๐Ÿง  AI & ML
MCP Server Tier 1

@postman/postman-mcp-server

Postman MCP Server โ€” connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman collections, specifications, and environments via Model Context Protocol (MCP)

๐Ÿง  AI & ML
MCP Server Tier 1

@aifinpay/mcp

Pay-per-call MCP server for autonomous AI agents โ€” installs in Claude Desktop / Cursor / Continue with one config block; on-chain settlement on Polygon and Solana via x402.

๐Ÿง  AI & ML
MCP Server Tier 1

@bitbonsai/mcpvault

Universal AI bridge for Obsidian vaults - connect any MCP-compatible assistant

๐Ÿง  AI & ML
MCP Server Tier 1

comfyui-mcp

Local-first, agent-native control plane for ComfyUI รขโ‚ฌโ€ MCP server + autonomous sidebar agent that drives your live graph in natural language on ANY LLM: Claude/ChatGPT/Gemini on your subscription (no API key), free local models via Ollama (fully offline)

๐Ÿง  AI & ML
MCP Server Tier 1

@ironbee-ai/cli

The CLI for IronBee โ€” Verification and Intelligence Layer for Agentic Development

๐Ÿง  AI & ML
MCP Server Tier 1

@ironbee-ai/devtools

MCP Server and CLI for IronBee DevTools

๐Ÿง  AI & ML
MCP Server Tier 1

@aashari/mcp-server-atlassian-jira

Node.js/TypeScript MCP server for Atlassian Jira. Equips AI systems (LLMs) with tools to list/get projects, search/get issues (using JQL/ID), and view dev info (commits, PRs). Connects AI capabilities directly into Jira project management and issue tracki

๐Ÿง  AI & ML
MCP Server Tier 1

@taazkareem/clickup-mcp-server

ClickUp MCP Server - Powering AI Agents with full ClickUp task, document, and chat management capabilities.

๐Ÿง  AI & ML
MCP Server Tier 1

@mcp-b/transports

Browser transport implementations for Model Context Protocol (MCP) - postMessage, Chrome extension messaging, and iframe communication for AI agents and LLMs

๐Ÿง  AI & ML
MCP Server Tier 1

agent-device

Agent-native CLI for AI app automation across iOS, Android, tvOS, Android TV, macOS, Linux, and web.

๐Ÿง  AI & ML
MCP Server Tier 1

mcp

AI agency API: 25 free tools for glossary, comparisons, blog, guides, and estimates

๐Ÿง  AI & ML
MCP Server Tier 1

ComplyHat

MCP for AI compliance documentation across SR 26-2, EU AI Act, NIST AI RMF, and ISO/IEC 42001.

๐Ÿง  AI & ML
MCP Server Tier 1

Compeller

Create and track AI music videos and audio-reactive visuals from songs.

๐Ÿง  AI & ML
MCP Server Tier 1

HAPI Strava MCP Server

Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.

๐Ÿง  AI & ML
MCP Server Tier 1

OpenAI Tools MCP Server

Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.

๐Ÿง  AI & ML
MCP Server Tier 1

Cofound

MCP-native co-founder directory your AI agent searches, screening inbound pitches for you.

๐Ÿง  AI & ML
MCP Server Tier 1

ClawTerminal

Ask your AI about the markets: filings, insider & congress trades, fund flows, options, macro

๐Ÿง  AI & ML
MCP Server Tier 1

Cirra AI Salesforce Admin MCP Server

Comprehensive Salesforce administration and management

๐Ÿง  AI & ML
MCP Server Tier 1

plugin

Circulara Observe MCP plugin - meters your AI agents' token spend and carbon, free tier.

๐Ÿง  AI & ML
MCP Server Tier 1

Chronary

Calendar API for AI agents: events, availability, Google/Microsoft setup, scheduling, and iCal.

๐Ÿง  AI & ML
MCP Server Tier 1

China Marketing AI Intelligence MCP

Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.

๐Ÿง  AI & ML
MCP Server Tier 1

Caulo

Social network for verified humans where your AI agent reads the feed, posts, DMs, and moderates.

๐Ÿง  AI & ML
MCP Server Tier 1

canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.

๐Ÿง  AI & ML
MCP Server Tier 1

ByteRay AI

Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai

๐Ÿง  AI & ML
MCP Server Tier 1

mcp

Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

๐Ÿง  AI & ML
MCP Server Tier 1

brainattic

The knowledge base your AI reads and writes, under your rules โ€” over MCP, EU-hosted.

๐Ÿง  AI & ML
MCP Server Tier 1

bodenrichtwert.ai โ€” Amtliche Bodenrichtwerte

Official German land values (Bodenrichtwerte) for any German address โ€” OAuth-secured MCP server.

๐Ÿง  AI & ML
MCP Server Tier 1

Biel.ai

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

๐Ÿง  AI & ML
MCP Server Tier 1

BidDeed MCP

AI-powered foreclosure auction intelligence for Florida counties via MCP tools.

๐Ÿง  AI & ML
MCP Server Tier 1

Bezal โ€” Local Business Intelligence for AI Agents

Search 7,000+ local service businesses across America by category, location, or keyword.

๐Ÿง  AI & ML
MCP Server Tier 1

BeatBandit MCP

AI story development, screenplay editing, review, media, and export tools for BeatBandit projects.

๐Ÿง  AI & ML
MCP Server Tier 1

basethread

One shared context your team's AI tools read & write over MCP. No re-explaining. Free.

๐Ÿง  AI & ML
MCP Server Tier 1

Auxen

Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.

๐Ÿง  AI & ML
MCP Server Tier 1

AutoRFP.ai

Search AutoRFP.ai projects, requirements, content library, and tags for Q&A and analytics.

๐Ÿง  AI & ML
MCP Server Tier 1

Authoryze

Payment infrastructure for AI agents: spending rules, approval flows, single-use virtual cards.

๐Ÿง  AI & ML
MCP Server Tier 1

Auralogs

Read-only access to Auralogs production logs: search logs, inspect errors, review AI analyses.

๐Ÿง  AI & ML
MCP Server Tier 1

paseo

Confidential AI execution with a post-quantum receipt on every job โ€” verifiable by anyone.

๐Ÿง  AI & ML
MCP Server Tier 1

AssetLog

Search and manage AssetLog listings: vehicles, real estate, jobs, CVs, favorites, AI prompts.

๐Ÿง  AI & ML
MCP Server Tier 1

ARPI MCP

AI-powered ECG analysis: submit ECG images and receive diagnosis reports from ARPI's ECG AI.

๐Ÿง  AI & ML
MCP Server Tier 1

AppDeploy

AppDeploy turns app ideas described in AI chat into live full-stack web applications

๐Ÿง  AI & ML
MCP Server Tier 1

APIThreshold

Quality scoring and progressive gates for AI-generated API tests. Stripe/Twilio profiles. Free tier.

๐Ÿง  AI & ML
MCP Server Tier 1

AnkiMCP Server

Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.

๐Ÿง  AI & ML
MCP Server Tier 1

AI Security Gateway โ€” MCP Gateway

Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/results. Beta.

๐Ÿง  AI & ML
MCP Server Tier 1

AirShelf Catalog

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

๐Ÿง  AI & ML
MCP Server Tier 1

AI-Portal Enterprise GenAI Briefing

Live AI data for agents: model releases, regulations (EU AI Act), GenAI glossary, daily news.

๐Ÿง  AI & ML
MCP Server Tier 1

AgentTrust โ€” Identity & Trust for A2A Agents

Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.

๐Ÿง  AI & ML
MCP Server Tier 1

agentra

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

๐Ÿง  AI & ML
MCP Server Tier 1

aTars MCP

Crypto market signals, technical indicators, and sentiment analysis for AI agents.

๐Ÿง  AI & ML
MCP Server Tier 1

inference.sh

Run 150+ AI apps โ€” image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

๐Ÿง  AI & ML