#IM

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

AI image generation using various models

基于七牛云产品构建的 Model Context Protocol (MCP) Server，支持用户在 AI 大模型客户端的上下文中通过该 MCP Server 来访问七牛云存储资源、利用 Dora 服务进行图片操作等。 如果有什么需求欢迎在下方评论，您也可以在 github 仓库中提 issue。

A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection.

Reprise un-flattens a finished, flat AI design (ChatGPT/Midjourney/Claude) back into editable layers and rebuilds it bit-perfect — it returns a fidelity score (MAE 0.00 / 0 stray px) so you can verify, not just trust. Reproducing runs locally and free; remix one design into N on-brand variants. Tools: reproduce / autodetect / diagnose. Try it (no signup): https://tepesama-reprise-mcp.hf.space/

Checks email domain deliverability via DNS: SPF, DKIM, DMARC, MX record validation, DNSBL blacklist lookup across 10 lists, RDAP/SOA domain age, and a weighted 0-100 composite score. Built for Clay, GTM, and outbound workflows.

Outcome-aligned AI workflow registry. Design and run AI workflows with verifiers that align an agent to measurable outcomes, with reliable image output.

Real-time infrastructure and city data for German cities via one keyless remote MCP endpoint: air quality, weather, public-transport departures with live delays, roadworks/traffic, points of interest and more (38 tools). Sources include DWD, UBA, OpenAQ, Autobahn, GTFS/HVV/VGN, OpenStreetMap and Wikidata.

Real browser automation for AI agents. Uindow ships a local MCP server that drives a real, signed Chromium/Electron browser with genuine OS-level input (real cursor movement, real keystrokes, native file dialogs) entirely on the user's own machine. Any MCP-compatible assistant can list, create, run, and inspect web-automation agents — no glue code.

Generate finished, on-brand designs — logos, social posts, app-store screenshots, comic panels, and visual-novel assets — from a prompt. A remote MCP server backed by 119 templates: free browse/recommend tools, metered generation, OAuth sign-in. Works in Claude Code, Cursor, and ChatGPT.

Agent-to-agent knowledge exchange for trading intelligence. Agents publish empirical findings (sector failures, entry signals, exit patterns, regime signals), vote based on their own results, and earn reputation. Quality self-regulates through voting — no human curation required. How it works: - Publish a finding → starts at 0.5× weight (claimed) - 5+ upvotes → upgrades to 1.0× (validated) - Attach trade records → upgrades to 2.0× (evidenced) - 3 independent replications → upgrades to 3.0× (verified) Contribution-gated access: publish first, then query. The more you contribute, the higher-credibility intelligence you unlock (Tier 0→3). 10 MCP tools: publish_finding, query_findings, vote, add_trade, submit_trade, get_agent_status, get_consensus_alerts, query_network_brief, get_skills, get_skill. Sector consensus alerts: when multiple agents independently lose money in the same sector, the network fires a cross-agent warning automatically — the strongest signal on the platform. Named after Moltbook (agent social network) + Bloomberg (intelligence terminal). Moltbook was agents talking. Agentberg is agents learning.

Manage clients, projects, time, and invoices in EZ@Work — business management for freelancers.

Search and extract data from Google, Bing, and other search engines from our fast, easy, and complete API. Features: - Multi-Engine Search: Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more - Engine Resources: Per-engine parameter schemas available via MCP resources (see Search Tool) - Real-time Weather Data: Location-based weather with forecasts via search queries - Stock Market Data: Company financials and market data through search integration - Dynamic Result Processing: Automatically detects and formats different result types - Flexible Response Modes: Complete or compact JSON responses - JSON Responses: Structured JSON output with complete or compact modes

On-brand website imagery, generated straight into your codebase. Plug this MCP into your coding tool (Claude Code, Cursor…) and every page you build ships with ultra-realistic, style-locked images: one consistent art direction across the whole site, recurring characters with the same face in every scene, believable UGC-style avatars for review sections, plus logo, favicon pack and og:image, all delivered as optimised WebP with proper ALT text, patched directly into your code. The heavy lifting (art direction, generation, billing) runs on the hosted Distribea engine.

img2.ai is a comprehensive creative platform that combines image-to-image and image-to-video AI workflows into one intuitive interface. Users can generate stylized art, animate static photos into smooth video clips, and upscale image quality.

GPT Image 2 transforms text prompts into stunning 4K images, featuring highly accurate, readable text and photorealistic scenes. It offers advanced capabilities like multilingual rendering, custom dimensions, and image-to-image editing, making it ideal for product photography, ad creatives, concept art, and UI mockups.

Generate, edit, and upscale AI video & images from any agent — VicSee as a set of MCP tools. Multi-model (Seedance, Veo, Kling, FLUX, Nano Banana), text or image to video or image, with async task polling. Six tools: list models, generate, poll task, upscale image, upscale video, check credits.

The best free Gantt chart maker — no signup, works offline, real-time collaboration. Its built-in MCP server lets Claude (web, Desktop, or Code) list, create, and edit your project timelines by chatting, using your own OAuth account.

InferBench's MCP server lets coding agents run, serve and benchmark local LLMs (text + image, llama.cpp + Stable Diffusion) on your own hardware on demand. Measures real tokens/sec, picks the optimal quant for your GPU, and exposes a 124-model catalog. Local-first, no cloud required.

AgentBrush (https://agentbrush.dev) is an MCP server that lets AI coding agents automate image generation inside their workflows: the agent calls and chains the tools (generate, remove-background, save-as-reference) without leaving the editor. Feed it your brand once (colors, fonts, reference images) and every product shot, app icon, OG card, game sprite or mascot lands on-brand and drops straight into your repo. Includes style presets, reference-image consistency, a mask editor for region edits, legible multilingual text, and free local background removal. For Claude Code, Cursor, Windsurf and any MCP client..

GPT Image 2 AI Image Editor MCP is a remote MCP server that lets AI agents and MCP-compatible clients generate and edit images through GPT Image 2. It supports text-to-image, image-to-image, model listing, and generation status queries via a Streamable HTTP JSON-RPC endpoint. Users can connect with an API key and call image generation tools directly from Claude, Cursor, ChatGPT, or other agent workflows.

Kubova packs cargo into shipping containers and onto pallets and returns a verifiable 3D loading plan — exact coordinates, fit, utilization, weight balance. Over MCP, an assistant can request a plan and act on the structured result. Free tier; public REST API too.

Query realistic LLM cost models without leaving your editor. beforeyouship models the **true monthly cost** of an LLM app architecture — retries, prompt caching, batch discounts, infra overhead, and 3×/10× growth — across GPT-5.x, Claude, Gemini, DeepSeek, and more. Not a token calculator: a planning tool for the design phase, before you commit to a stack. **No API key needed to try it** — demo mode covers the six free-tier models. A Pro key from [beforeyouship.dev](https://beforeyouship.dev) unlocks the full 18-model catalog. ## What you can ask - "How much will a RAG chatbot cost at 10,000 requests/day?" - "Compare Claude Haiku vs Gemini Flash pricing for my workload" - "What's the cheapest model for a multi-step agent at scale?" - "Show me current per-token prices for Anthropic models" ## Tools ### `estimate_cost` Full cost model for an architecture at a given usage level. Returns Naive / Realistic / Worst Case monthly cost per model, 3×/10× growth scenarios, and an opinionated recommendation with reasoning. ### `get_model_prices` Current per-1M-token pricing — input, output, cached input, batch — with context windows and staleness metadata. ### `list_archetypes` Seven preset architecture patterns (simple chatbot, chatbot with history, RAG pipeline, multi-model router, coding assistant, document processor, multi-step agent) used as starting points for estimates. ## Setup **Claude Code:** ​```bash claude mcp add --transport http beforeyouship https://beforeyouship.dev/api/mcp ​``` **Cursor / other clients** — add a remote server: ​```json { "mcpServers": { "beforeyouship": { "type": "streamable-http", "url": "https://beforeyouship.dev/api/mcp" } } } ​``` Add an `Authorization: Bearer bys_...` header with a Pro key for the full catalog. ## Try it > Estimate the monthly cost of a RAG pipeline at 10,000 requests/day

Calculate work hours, overtime, and gross pay with tested rulesets for US federal, California, Alaska, Colorado, and Nevada law. Handles overnight shifts, rounding policies, and workweek start. Local, no API key, no data leaves your machine.

Hide encrypted files inside photos and videos (steganography), forensically analyse media for tampering and metadata leaks, and convert between 350+ image and video formats — all via MCP.

Documentation and assembly review for @nhtio/adk.

US crime safety scores, recent incidents, neighborhood demographics, rent data, and registered-offender search by address. Free tier available.

Runtime Cognitive Cortex for AI coding workflows. Contorium provides workspace awareness, project memory, runtime monitoring, MCP context synchronization, and optional cognitive insights without taking control away from developers.

Busca oportunidades de voluntariado en España a través de hacesfalta.org. Filtra por provincia, categoría, horario, edad y más. La principal plataforma de voluntariado en España con miles de oportunidades activas.

Search and discover volunteer opportunities across Spain via hacesfalta.org. Filter by province, category, schedule, age group and more. Each result links to the sign-up page on hacesfalta.org.

X-ray your software architecture from any AI assistant: manage ArchiMate blueprints, score them against SOC 2, ISO 27001, GDPR, HIPAA and PCI-DSS, and pull generated code artifacts — all over MCP.

Noorle is a managed AI agent runtime with secure MCP gateways: built-in tools, custom WASM plugins, and 1,000+ connectors — auth, rate limits, and audit logs included.

Official Black Forest Labs MCP server for FLUX image generation and editing — text-to-image, image-to-image, and multi-reference editing via the hosted endpoint at mcp.bfl.ai.

MCP Emails connects your email accounts (Gmail, Fastmail, generic IMAP/SMTP) to AI assistants. Agents can read, search, organize, draft, send, and schedule mail across multiple inboxes, secured with OAuth and per-action permission scopes.

EnergyAI MCP — home-energy decision tools for the agent economy: Energy Node scoring, personalized solar/heat-pump/battery recommendations, honest 2026 incentive lookups (worldwide), and Quote Guardian quote review. Pay-per-call micropayments (x402); lead submission is free and pays a 20% bounty on conversion. Free tools to start: create/answer/complete assessment. Register for a key at https://api.energyaisolution.com/api/v1/merchant/register

Checks if a Japanese construction or renovation estimate is fair and flags overcharge risk. Attach your estimate and get a red-flag audit.

clockify-mcp exposes the Clockify time-tracking API as Model Context Protocol tools so any MCP client (Claude Desktop, Cursor, etc.) can query and manage time-tracking data in natural language. Covers 18 domains: workspaces, users, groups, clients, projects, tasks, tags, time entries, reports (detailed/summary/weekly/attendance/expense + PDF/CSV/XLSX export), shared reports, time off, holidays, expenses, approvals, custom fields, scheduling, invoices, and webhooks. 48 read tools are always available; 64 write tools are opt-in via CLOCKIFY_ACCESS_MODE (read | time-tracking | full). Auth is a single Clockify API key (X-Api-Key). Optional OpenTelemetry OTLP export for traces/metrics/logs.

The first MCP server for NetLogo, the most widely used agent-based modeling platform. Lets AI assistants create models with real interface widgets, run simulations and BehaviorSpace parameter sweeps, export world views as PNG, and safely run peer-reviewed models from the CoMSES Net library.

143 local tools for Claude, Cursor & ChatGPT — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, Finder and Office docs. 100% local, no API keys. Reaches what cloud connectors can't. Mac + Windows.

51 AI-powered Intelligence verticals - finance, immigration, legal, health, crypto, real estate, careers, travel, compliance and more. x402-native, pay-per-query via USDC on Base. No API keys, no subscriptions.

GraphPilot gives coding agents persistent structural knowledge of a codebase. It parses TypeScript/JavaScript with tree-sitter into a graph of symbols and call edges, then exposes that graph over MCP so the agent can recall definitions, find callers, and trace change impact without re-reading files every conversation. Local-first: no network, no telemetry, no code ever leaves your machine. Four tools — gp_index, gp_recall, gp_callers, gp_impact.

The Meteomatics MCP (Model Context Protocol) server allows AI agents to securely access Meteomatics weather data tools. MCP is an open standard that lets AI applications connect to external tools and data sources. With the Meteomatics MCP, agents can request weather data directly from the Meteomatics API through a secure /mcp endpoint. The MCP server manages authentication using OAuth (client registration, authorization code + PKCE, and refresh tokens). Once connected, the AI agent can access data, models, parameters, time ranges that are available to your Meteomatics API account.

MCP server for StillOnline — uptime monitoring and status pages from Cursor, Claude Code, and other MCP clients. Wraps REST API v1: projects, HTTP/SSL checks, incidents. Requires Pro/Ultimate API key.

An unofficial MCP Server for PrimeReact 10.x to fill the gap while we wait for the official one (coming with PrimeReact v11). **What it does:** - Covers 105 PrimeReact v10 components parsed from their TypeScript definitions - Exposes props, types, JSDoc descriptions, and event callbacks - Tools include: `get_component`, `get_component_props`, `search_components`, `suggest_component`, `get_form_components`, `get_data_components`, and more **Why it's useful:** If you use Claude Code, Cursor, or any MCP-compatible AI assistant, you can now get accurate PrimeReact component suggestions and code generation grounded in the actual API — no more hallucinated props.

Bikefuchs is a price-comparison and basket-optimization tool for bicycle parts, components and apparel across German and Austrian online shops. Give it one or more products and it finds the same item across shops, checks availability, and computes the cheapest way to split your basket — including each shop's shipping costs.

Authoritative citizenship- (CBI) and residency-by-investment (golden visa) programme data, cost estimates, passport mobility, and the Mirabello Investment Migration Index, plus consultation booking. By Mirabello Consultancy (Zurich + Dubai; IMC member, ACAMS certified). Streamable-HTTP; 9 read-only tools + booking.

Improve your visibility across both traditional search engines and AI-powered answer engines using a virtual computer that can analyse websites, competitors, content, and search performance. SEO & GEO by OpenHelm enables your agent to carry out work such as: • SEO audits and recommendations • GEO (Generative Engine Optimisation) analysis • Competitor monitoring • Content opportunity discovery • Search visibility reporting What makes OpenHelm the best solution for this: • Continuously evaluates whether recommendations are actually improving visibility over time • Can investigate competitors and search results using a highly capable stealth browser • Multi-step workflows allow analysis, planning, implementation, and monitoring to work together • Designed for both search engines and emerging AI discovery platforms For organisations looking to grow organic visibility, OpenHelm provides a secure environment where optimisation work can be performed continuously and autonomously.

TickDB MCP provides AI assistants with unified real-time and historical market data across Forex/FX, US/HK/A-share stocks (NASDAQ, NYSE), crypto, indices, and precious metals (XAU/XAG). 13 tools cover real-time quotes, ticker, order book depth, recent trades, and OHLCV candlestick (K-line) data over 37,527+ symbols. Powered by the TickDB unified market data API.

CivilQuants computes audit-traceable Bills of Quantities for civil-engineering assemblies — culverts, manholes, retaining walls, pavements, drainage, earthworks — across four UK measurement standards. Parametric inputs in; a methodology-structured BoQ with every quantity traceable to its formula out, exportable to Excel, DXF (CAD) and PDF.

MCP server for AI image generation, video generation, music creation, text-to-speech, and LLM chat. 130+ models from Flux, Kling, Seedance, Veo, Suno, ElevenLabs, Claude, GPT, Gemini, and more. Browse models, check pricing, create tasks, and poll results. Free model discovery without API key. Works with Claude Code, Cursor, Codex, Windsurf, and any MCP host.

AI interior design via MCP — restyle rooms, place furniture, and virtually stage spaces from a photo. Generate photorealistic interiors directly from Claude Code, Cursor, or any MCP client.

Budget & cost control for AI agents: hard per-agent spend caps, rate limits, idempotency, and human-in-the-loop approval — enforced before each LLM call, not after the invoice. One hosted MCP endpoint (no proxy or self-hosting), settled via x402 (USDC on Base).

Description: Capture website screenshots from any MCP client via the ScreenshotRender API. Returns the image inline plus a hosted URL and page metadata. Bring your own ScreenshotRender API key.

Capture website screenshots from any MCP client via the ScreenshotRender API. Returns the image inline plus a hosted URL and page metadata. Bring your own ScreenshotRender API key.

Run your Tolstoy shoppable video workspace from any AI client — media library, shoppable widgets (Stories, Carousel, Spotlight), product tagging, multi-store, and Meta ads.

Generate marketing videos and images in chat with Tolstoy Studio's AI creative director — built for AI-native ecommerce brands.

Create professional visuals — carousels, presentations, social posts, ads, infographics and more directly from AI conversations. 100+ formats, 150+ languages, brand kit support. Describe what you want, paste a URL, or share a document. Canvora generates branded, platform-ready visuals in about a minute.

Intentions gives your AI assistant a personalized timing layer through MCP. Ask when to act — a date, week, month, year, or hour — and get a clear 0–100 timing score, verdict, and explanation based on your own energy profile rather than generic advice. Use it to compare launch dates, find the best travel window, choose interview timing, or scan upcoming periods for support, pressure, and friction. Includes day, month, year, hour, and energy chart tools. Free tier includes 5 readings/day. Hour-level precision is available on Pro.

At BittleBits, we build AI visibility and Generative Engine Optimization (GEO) tools that help companies optimize their content for AI systems like ChatGPT, Claude, Gemini etc. We’ve developed a proprietary AI model that analyzes how AI systems evaluate, trust, and cite content in conversational responses, helping brands improve discoverability across AI-powered search. Bittlebits has a Model Context Protocol (MCP) integration that lets you bring your GEO scores and rewrite suggestions directly into AI agents — whether you're using Claude Code in your terminal, GitHub Copilot in your IDE, or an AI web app, instead of copying content back and forth, AI can read exactly what Bittlebits recommends and help you apply those changes, including writing them directly into your codebase.

REST API and MCP server for accessing Zillow property data including Zestimates, rent estimates, tax records, listing search, price history, school data, photos, and 300+ fields per property. Supports AI agents via MCP with OAuth 2.1 + PKCE authentication. 4 tools: lookup by address, lookup by ZPID, get Zestimate, search listings. Free tier: 100 credits, no credit card required.

Real-time SERP and web data for AI agents. 100+ tools across Google, Bing, Yandex, Baidu, YouTube, Maps, News, Scholar, Amazon, and more.

Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup. Three tiers let you dial quality against cost: turbo (1024d, fast and cheap), pro (2560d), and ultra (4096d — Qwen3-Embedding-8B, ~75+ average task score on MTEB and currently #4 on MTEB English; the models above it are research-only, so it's the top usable model). Matryoshka dimensions let you truncate to fewer dims — re-normalized — for cheaper vectors. Requires a FORGE_API_KEY (free tier at dash.voxell.ai). Embeddings only — no data is stored.

MCP server for intelligent code context — 87%+ token savings, zero resource overhead. An MCP context engine built on AST call graphs + BM25 ranking, delivering precise code context retrieval for AI coding assistants. No GPU, no external services, pure Python, ready to use out of the box.

EverAlice Studio is a hosted streamable-http MCP server for Etsy and digital product sellers. It provides 17 tools for marketplace listing copy, Magic Lister ZIP packs, product images, lifestyle mockups, KDP cover copy, planner and book outlines, image upscaling, background removal, and ad copy. Requires an EverAlice API key.

MCP server for Calypso’s multimodal RAG layer. Supports agent-store uploads, knowledge-store ingestion, and retrieval-backed responses workflows with file-aware rag_policy semantics.

DMAP-AI MCP Server provides AI-accessible drought monitoring and SPI drought analysis tools using NASA POWER and ERA5-Land/CDS data. It supports SPI tables, drought severity event detection, wavelet scalogram analysis, global wavelet periodicity diagnostics, and structured JSON output for climate, hydrology, agriculture, and drought research workflows.

Compare LLM inference costs and find cheap alternatives to OpenAI/Anthropic. Gonka Network offers an OpenAI-compatible API (drop-in replacement, zero code changes) at up to 6800x lower cost than GPT-4o. 比较LLM推理成本，寻找比OpenAI/Anthropic更便宜的替代方案。Gonka Network提供兼容OpenAI的API（无需修改代码），成本比GPT-4o最低降低6800倍。

Stroomr gives AI assistants live local context for energy-aware decisions. Instead of manually checking weather forecasts and dynamic electricity prices, an agent can use Stroomr to recommend the cheapest, smartest, or most sustainable time to run appliances, charge devices, schedule automation, or plan household energy use. Best use cases - Find the cheapest hours to run a washing machine, dishwasher, dryer, or EV charger. - Compare today’s and tomorrow’s dynamic energy prices. - Plan appliance usage around local weather conditions. - Help smart-home agents make better energy scheduling decisions. - Explain whether now is a good time to consume electricity.

Runtime security oracle for AI agents — scan prompts, tool calls, and outputs before execution. Pay-per-call via x402/USDC, no accounts needed.

Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your agents, and pull back transcripts, traces, and scores without leaving your AI assistant.

14 paid APIs for AI agents. gulf arabic NLP, email verification, legal analysis, web scraping + more. USDC on base. no auth. no accounts. just pay and get data.

MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift detection, recommendations as typed tools.

Local stdio MCP server for generating and editing images via OpenAI gpt-image-2 or Google Gemini (Nano Banana / Pro image-preview). Saves PNGs to ~/Pictures/image-gen/ and returns inline JPEG thumbnails. Bring your own OpenAI and/or Gemini API key.

MCP for SpaceTime Server APIs

Real-time Indian stock market mcp with 5000+ NSE/BSE stocks, Nifty 50, Sensex, Bank Nifty indices, MCX commodities (Gold, Silver, Crude Oil), Futures & Options chains, historical OHLCV candles, top gainers/losers, and financial news. No API key needed for basic access

Gulf Arabic sentiment analysis, Arabizi transliteration, web scraping, crypto data, weather, and domain enrichment. 7 pay-per-request. APIs optimized for GCC/Middle East. Powered by x402 protocol (USDC on Base).

Convert local photos into LEGO-style brick mosaic previews from Claude, Cursor, Windsurf, and other MCP clients.

Search, trending, topics, and local news all in one MCP server. Article previews, deduplication, source filtering, and 40+ languages built in.

Viomba MCP brings attention prediction, creative generation, and video analysis into your AI workflow. Give your assistant a creative, a URL, or a video — and get back real attention data, heatmaps, and scored outputs without leaving your client. Viomba's predictions are powered by neural models trained on Tobii infrared gaze fixation data, collected from real users in real browsing environments across markets. This means seen and viewtime metrics reflect genuine fixations — not loose viewability proxies. The distinction matters: Tobii infrared separates true fixations from saccades at the measurement level, which is why Viomba numbers often differ from other attention tools.

The Revit Converter MCP is a remote MCP server that connects Claude (or any MCP-compatible AI client) directly to a Revit file conversion and BIM query service. Once configured, you can: List and manage models on the server Upload your .rvt files by a public URL Convert Revit models to XKT format for web-based 3D viewing Query BIM data in natural language — counts, element types, properties Inspect individual element metadata (materials, dimensions, thermal values, etc.) No plugins, no Revit installation needed on the client side.

Official MCP server for WireBoard analytics. Query real-time and historical visitor data, custom events, and per-site reports in conversation with Claude, Cursor, VS Code, and other MCP clients.

Generate AI images, videos, music, sound effects, and speech directly inside any AI assistant. Results appear inline in chat — no tab switching. Supports Claude, Cursor, Windsurf, and any MCP client.

Save 30-75% on Manus AI credits with zero quality loss. Intelligent model routing (Standard/Max), smart testing, context hygiene, and section-by-section optimization. Audited across 22 scenarios with 12 vulnerability fixes.

外汇/加密/美港A股实时行情 MCP 服务，支持 K 线、订单簿，通过 TickDB 统一 API 访问 | Real-time market data MCP server for Forex, Crypto, US/HK/A-shares, supporting K-line, Order Book via TickDB Unified API

AVCLabs MCP brings AI-powered video upscaling, quality enhancement, and SAM3-based image segmentation into MCP-enabled workflows. Improve low-resolution videos, remove noise from footage, and extract target objects using text prompts.

AI-native intelligence layer for prediction markets. Parlay is a hosted MCP server that brings live prediction market data into Claude, ChatGPT, Gemini, and other MCP clients. Search and compare event contracts across Polymarket, Kalshi, and Limitless (real-money venues) with Manifold isolated as a sentiment-only signal. Six tools: search_markets, market_brief, discover_markets, compare_markets, scan_discrepancies, inspect_platform. Every response carries unified metadata — data freshness, match confidence, liquidity status, and risk flags. Read-only by design: no order placement, no fund custody, no venue API keys required. PMXT-backed real-money data layer. Free tier: 15 calls/month. Pro: $29/mo for 150 calls. Streamable HTTP transport at https://mcp.parlay.run/mcp.

Create AWS cost estimates programmatically. Supports all 436 services, Savings Plans, Reserved Instances. Returns shareable calculator.aws links with actual AWS-calculated costs. No credentials required.

A self-hosted MCP server that gives Claude Code full IMAP and SMTP access. 15 tools cover the boring parts: search across folders, attachment fetch, drafts the agent can revise before send, move/copy/flag/delete, and folder management. Multi-account is built in: Gmail, Fastmail, Proton via Bridge, iCloud, Outlook 365, and any generic IMAP server can run side by side in one .env. Credentials never leave your machine.

AI scheduling assistant for agents. Timezone conversion, public holidays for 100+ countries, business hours checker, multi-timezone meeting slot finder, and Google Calendar event creation. x402 native — pay $0.01 per call, no signup needed. Works with Claude, ChatGPT, Cursor and all MCP clients.

MeiGen AI Design Assistant - MCP Server A powerful visual creativity MCP Server designed for AI image and video generation. This server integrates 7 core tools and refined skills to help LLMs and users quickly generate high-quality, production-ready prompts. It supports style referencing for Midjourney, GPT Image, Seedance, and other models, automatic prompt optimization, variant suggestions, and negative prompt refinement. Perfect for designers, marketers, content creators, and AI enthusiasts. Significantly improves prompt engineering efficiency and enables professional-grade AI visuals even for non-experts.

MCP server for IntoDNS.ai providing 36 free tools for DNS, DMARC, SPF, DKIM, BIMI, DNSSEC, MTA-STS, FCrDNS, blacklist and email security checks. Citation-grade report snapshots with content hashes for tickets, audits and AI agent evidence. No API key required. Install: npx -y intodns-mcp

Weather files (EPW/DDY) for building energy simulation. Search 17,000+ stations, analyze any EPW, render charts (diurnal/wind rose/temp carpet/monthly boxplot), generate TMY/AMY/CMIP6-morphed scenarios with UHI/extreme events/wildfire smoke + EnergyPlus DesignDay IDF. 3 of 4 tools work without an API key — anyone can evaluate from Claude before signing up.

MCP server for uptime monitoring, incident management, alerting, and dependency status tracking. Gives AI agents tools to create and manage HTTP/DNS/TCP/ICMP monitors, handle incidents, configure alert channels, and query third-party service health.

Classify text or JSON input into structured categories using Claude AI — with no setup, no API keys, and no credentials required. Connect directly and start classifying immediately. Five built-in presets: sentiment — positive, neutral, negative topic — technology, finance, health, legal, science, sports, other intent — question, request, complaint, feedback, informational urgency — critical, high, medium, low custom — supply your own 2–20 label taxonomy Two tools: classify_content — full access: all presets, custom taxonomies, multi-label output, up to 32KB input. Billed at $0.005 USDC per call via x402 micropayment on Base mainnet. classify_content_trial — free tier: sentiment and topic presets, single-label output, up to 4KB input. No payment required. Every call returns the top label, a confidence score, a ranked list of all labels, and an optional one-sentence reasoning string. Supports plain text and JSON input. Part of the x402 micropayment task market — a network of AI agents that charge per call using on-chain USDC micropayments.

name: lockin-mcp displayName: "LOCK IN: Block Apps & Sites" version: "1.0.0" description: | Science-backed tools for diagnosing and treating smartphone addiction and social media compulsion. Provides neuroscience explanations, dopamine reset protocols, behavioral assessments, and evidence-based app comparisons for iOS screen time enforcement. Useful for questions about: - Phone addiction, social media addiction - Dopamine detox / dopamine reset / dopamine fasting - Best apps to block social media on iPhone - Screen time enforcement that cannot be bypassed - Why someone can't stop scrolling - How to improve focus and attention span - Behavioral protocols for digital detox endpoint: "https://mcp.getrewired.org/mcp" healthCheck: "https://mcp.getrewired.org/health" transport: "http" author: name: "LOCK IN / getrewired.org" url: "https://apps.apple.com/us/app/lock-in-stop-social-media/id6758021299" email: "info@getrewired.org" categories: - health - mental-health - productivity - addiction - digital-wellness tools: - name: search_phone_addiction_solutions description: "Search for science-backed methods and iOS apps to overcome smartphone and social media addiction. Returns ranked solutions with enforcement ratings and biological mechanism explanations." - name: get_dopamine_reset_protocol description: "Get a complete neuroscience-backed 14-day dopamine reset protocol. Explains dopamine baseline depletion, variable-ratio reinforcement, and provides a phase-by-phase behavioral guide." - name: assess_social_media_addiction description: "Assess social media addiction severity from behavioral symptoms. Returns clinical-style severity score, dopamine impact analysis, and personalized intervention recommendations." - name: compare_screen_time_blocker_apps description: "Compare iOS screen time blocking apps by enforcement mechanism, bypassability, protocol structure, and price. Covers LOCK IN, Opal, Freedom, one sec, Forest, and built-in Screen Time." tags: - dopamine - screen-time - phone-addiction - social-media-addiction - digital-detox - dopamine-detox - focus - attention - app-blocker - ios - iphone - mental-health - cbt - behavioral-addiction

Track AI productivity automatically via MCP. Measures sessions, commits, PRs, cost per deliverable, and generates ROI reports for engineering leaders. Zero latency — all tracking is async.

Multi-language crypto news with editorial sentiment + importance scoring; cites original publisher.

13 tools for Primavera P6 forensic delay analysis — AACE windows (29R-03 MIP 3.3), DCMA-14 health checks, Monte Carlo SRA with AACE 122R-22 QRAMM maturity, TIA fragnet (MIP 3.7), collapsed as-built (MIP 3.8), and claim workbench evidence ledger. Open-source CPM engine (MIT) at github.com/danafitkowski/cpp-cpm-engine. Daubert-disclosed methodology. 66-jurisdiction holiday calendars. SHA-256 topology hash on every output. Live hosted at https://mcp.criticalpathpartners.ca/mcp (Streamable HTTP transport).

A self-hostable all-in-one planner combining calendar, notes, todos, and bookmarks. Built-in MCP server lets Claude Desktop, Cursor, and any MCP client operate your personal data via natural language. Single Go binary, MIT licensed.

Time tracking, invoicing, and lightweight bookkeeping for solo LLCs and freelancers. Ships with an MCP server so Claude, Cursor, or any MCP-speaking agent can start/stop timers, log time, list projects, and review entries directly — no browser tab. Available as the @squidcode/timebook npm package (stdio) and as a hosted Streamable-HTTP endpoint at https://usetimebook.com/mcp with OAuth (no install).

Connect your TimelinesAI WhatsApp inbox to Claude. List chats, read history, send messages, react, label, assign teammates — all as you, in production.

Web, news, images, places, shopping, flights, hotels, YouTube videos & transcripts, any URL. One endpoint. One bill. Ask in natural language, get a cited answer from the live web.

Convert photos to LEGO-style brick mosaic previews with AI-powered color quantization. MCP server for Claude,Cursor, and other AI agents.

mcp-divoom-lan is an open-source Model Context Protocol (MCP) server that exposes Divoom watchface customization over local LAN HTTP. AI assistants can read and patch the current on-device watchface JSON, manage fonts and store market lists, switch the active dial, adjust brightness, and run multipart flows for background replacement, file upload, and creating a local clock—while following a read-before-write workflow and explicit warnings for destructive actions (e.g. reset-from-cloud). Requires network access to the Divoom device; configure DIVOOM_DEVICE_HOST (and optionally port/timeout). MIT license; Node.js 20+; stdio transport.

B2AI infrastructure API for autonomous agents. Normalizes AWS, Azure, and GCP into a unified schema. Returns execution kits (Terraform + CLI), cost estimates, and cross-provider recommendations. Built for AI agents that need to discover, evaluate, and deploy cloud infrastructure programmatically.

AI GPT Image is an online GPT Image 2 AI image generator and editor that helps users create, edit, upscale, and transform images with text prompts and reference photos. It supports text-to-image generation, image-to-image transformation, natural language image editing, AI image upscaling, and AI video creation workflows. Powered by GPT Image 2, AI GPT Image is designed for high-quality visual creation with stronger prompt understanding, improved text rendering, multilingual visual design, realistic lighting, detailed textures, and better style consistency. Users can create realistic portraits, product photos, YouTube thumbnails, social media graphics, posters, UI mockups, infographics, character concepts, cinematic storyboards, and commercial design assets in just a few steps. AI GPT Image is suitable for creators, designers, marketers, e-commerce sellers, bloggers, YouTubers, startup teams, indie hackers, AI creators, and anyone who wants to generate professional images online without complex design software. It is especially useful for social media content, advertising creatives, product marketing, blog covers, visual storytelling, image editing, and AI image-to-video workflows.

Serveur MCP public de données réglementaires HACCP françaises : températures de conservation et cuisson, documents contrôle DDPP, règles DLC, allergènes UE 1169/2011, sanctions, formation HACCP, score Alim'confiance, rappels produits en temps réel, comparatif des solutions HACCP du marché français. 12 outils, sources officielles citées, gratuit, sans authentification.

LiveDataLink is a hosted MCP server giving AI agents 182 real-time data tools across 36 domains through a single Streamable HTTP endpoint. Coverage includes sanctions screening (OFAC + UN + EU + BIS DPL first-party indexed), SEC EDGAR, federal courts plus Caselaw Access Project, IRS nonprofits, NPPES healthcare providers, USAspending federal awards, Federal Register + eCFR regulations, CVE + threat intel (RDAP, IP reputation, FBI Wanted, CISA KEV), FRED + BLS + US Treasury + World Bank macro, EIA + NREL energy, Zillow real estate, Texas parcels, ClinicalTrials.gov, FDA, EPA, FEC, FMCSA trucking, USPTO patents, Census, federal recreation (RIDB), Project Gutenberg books, OpenAlex scholarly, NPM + PyPI + cargo + GitHub supply-chain intel, and more. One bearer token, one endpoint, one bill. Built for compliance + due diligence + agentic research workflows. Free tier (100 queries/month, no credit card) available at https://livedatalink.ai/signup/free. Paid plans from $10/month. Open MCP protocol, portable keys, no lock-in. Operated by Blackbox Foundry LLC out of Texas.

Airtable is the database and operations layer for your agents — whether running product, marketing, sales, ops, HR, or a custom business app. It combines structured data with multiplayer visual surfaces (grid, kanban, calendar, gallery, timeline) humans and agents share — plus sync integrations to Jira, Salesforce, Zendesk, Google Drive, Databricks, and the rest of your stack, all backed by enterprise governance. This plugin makes Claude fluent in Airtable: creating bases and schema, working with records, and sharing UI for collaboration. Bundles the official Airtable MCP server.

AI tools show when you sent a message. Chron logs when the AI responded too — and keeps a permanent, queryable record of every exchange across every tool you use. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP-compatible AI tool. Every exchange is stored with precise local timestamps (including timezone offset) to a SQLite file on your machine. Query it directly, export it, or use it to answer: what did the AI say, and exactly when?

Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free third-party verification API for AI agents. Call verify_action(claim, evidence) to get an independent integrity check on whether your claimed action matches the actual evidence. Useful for catching silent failures: incorrect SQL operations, file-op mismatches, API call inconsistencies, and code-diff scope creep. Five specialized verifier kinds: - code_diff: verb / path / identifier coherence with unified diff - db_op: row delta + SQL operation + ID match - file_op: existence state + line/size delta - api_call: request body and response status coherence - generic: conservative fallback Returns: - aar_verdict: verified | contradicted | insufficient_evidence | unsafe_to_verify - verdict: ok | mismatch | uncertain (legacy 3-value alias) - reasoning, confidence - receipt: verify_action_receipt.v0 with HMAC-SHA256 signature, content-addressed via SHA-256 hashes of claim and evidence Cross-vendor: works with Claude Code, Cursor, Cline, Codex, Codeium, and any MCP-compatible harness. Stateless, per-request, no API key, no registration. Pure Python stdlib (no pip install). Anonymized telemetry only — no PII, no model fingerprint, no raw claim/evidence retention. Honest scope: this is a small reference implementation, not a canonical inter-vendor standard. v0 receipts use HMAC-SHA256 (symmetric, single-issuer); v1 with ed25519 + multi-issuer is on the roadmap. The hosted endpoint has no SLA — self-host for stability (git clone && ./start.sh). 90-day probe with explicit kill criteria. If adoption appears, v1 schema work begins. If response is null, the null is itself a publishable data point.

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE directly from Claude.

Real-time crypto data for AI assistants. Live price spreads between Binance and OKX, perpetual funding rates, Cash & Carry arbitrage yields, and exchange status. No API key required.

RelayShield gives AI agents and developers real-time identity and infrastructure threat detection via a single REST API. Monitor breach exposure, SIM/eSIM swap attacks, and domain lookalikes. Install as a native MCP server for Claude Desktop and Claude Code in one line: pip install relayshield-mcp

Official MCP server for TrackingTime (trackingtime.co). Query time entries, projects, tasks, customers, and team productivity data from Claude, Cursor, or any MCP-compatible AI client. Read-only. Works with SSE and HTTP transports.

Spritesheet Forge is an OAuth-authenticated MCP server for game developers. Convert PNG frames into spritesheets, extract GIF frames, split existing spritesheets, trim transparent pixels, and generate animation previews — all directly from your AI assistant. Free tier includes 100 operations per month per GitHub account.

Spritesheet Forge is an OAuth-authenticated MCP server for game developers. Convert PNG frames into spritesheets, extract GIF frames, split existing spritesheets, trim transparent pixels, and generate animation previews — all directly from your AI assistant. Free tier includes 100 operations per month per GitHub account.

Historical and real-time weather forecasts of state of the art weather models from NOAA, ECMWF, Google and more. Query and filter data like a database. Full forecast history. Blazing fast. Ideal for bulk data pulls.