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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.

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.

Simulates how 5 real Applicant Tracking Systems (Workday, Greenhouse, Lever, Taleo, iCIMS) parse a CV and surfaces vendor-specific lint warnings. Pure JS lint engine, MIT licensed, no network calls in the lint logic. Vendor rules cite their public sources. Tools exposed: analyze_cv (full report), lint_for_vendor (single-vendor lint), get_express_url (web companion link). Compatible with Claude Desktop, Cursor, Cline, and any MCP-spec-compliant client.

Verbatim persistent memory for LLM sessions. Kills cross-chat amnesia. MIT, local-first.

The MCP PostgreSQL Analytics server provides advanced analytics capabilities for PostgreSQL databases, including smart schema exploration, query optimization, index suggestions, and natural language to SQL conversion. It is designed to enhance database performance and accessibility through AI-driven tools.

Acesso ao inventário de imóveis da RE/MAX Studio 76 — busque imóveis em São Paulo por tipo, bairro, preço, dormitórios, vagas e mais. 4 ferramentas (search_properties, get_property_details, list_neighborhoods, get_agency_info). Read-only, sem PII (LGPD compliant). Hospedado em servidor dedicado da imobiliária

ROMulus lets agents search for retro game ROM download pages by title and console. Aggregates results from four sites and exposes them through three clean tools. No API key required, hosted and ready to use.

Independent verification for the AI agent economy. C2PA-signed reviews of AI agents with structured Laddoo Scores. 9 MCP tools: trust_check, find_similar_agents, get_scorecard, request_quick_audit, verify_claim, compare_agents, find_trusted, report_review_issue, submit_agent.

Lightrun MCP connects AI coding assistants to live runtime context from production and staging applications for safe code-level debugging without redeploying. It lets MCP-compatible clients discover runtime sources, inspect live expression values, capture call stacks, measure execution duration, count executions, and collect numeric runtime metrics directly from the AI workflow.

DMARKOFF MCP connects your DMARC monitoring data to AI assistants — Claude, ChatGPT, Cursor, Windsurf — via the Model Context Protocol. Instead of opening a dashboard and building filters, you ask questions and get real answers backed by actual data. Ask which domains dropped in compliance, why SPF is failing on a specific domain, which senders are causing DKIM failures, or whether yesterday's traffic looks anomalous compared to the 14-day baseline. The AI picks the right tool, queries your account data, and gives a concrete answer with numbers and actionable recommendations. 17 tools covering the full diagnostic flow: project overview, domain health, SPF/DKIM records, compliance stats, daily timeline, sending source analysis (by ISP, IP, hostname, or reporter), anomaly detection, geo breakdown, and live DNS checks for any domain — no account needed for DNS tools. Access is scoped to your DMARKOFF account via API key authentication with OAuth 2.1 support. All tools are read-only.

DMARKOFF MCP connects your DMARC monitoring data to AI assistants via the Model Context Protocol. Instead of opening a dashboard, you ask questions and get answers — domain health, compliance stats, SPF/DKIM diagnostics, anomaly detection, and sender analysis. Works with Claude, ChatGPT, Cursor, and any MCP-compatible client.

# 小奇智算 API 能力 | Xiaoqi Intelligent Calculation API Skill GET APIKEY：https://www.xiaoqizhisuan.cn/account.html GET HELP: https://www.xiaoqizhisuan.cn/help.html en: Official Xiaoqi Intelligent Calculation API for BaZi and Qi Men Dun Jia. This service requires XIAOQIZHISUAN_API_KEY credential for authentication. zh: 小奇智算官方API，提供八字、奇门遁甲测算服务，需配置XIAOQIZHISUAN_API_KEY密钥鉴权。 提供专业的奇门遁甲排盘与解盘服务，支持7个MCP工具： # 可用工具 | Available Tools ### 1. bazi_dayun - 八字大运查询 | BaZi Great Fortune Query ``` 价格 | Price: ¥0.2 / time / 次 参数 | Parameters: year (integer, 必填) 出生年（公历） month (integer, 必填) 出生月 day (integer, 必填) 出生日 hour (integer, 必填) 出生时（0-23） xingbie (string, 必填) 性别（"男" / "女"） 返回 | Return: success, cost, balance, bazi, dayun, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_1_bazi_dayun.html ### 2. qimen_paipan - 奇门排盘（JSON 数据）| Qi Men Chart Generation (JSON Data) ``` 价格 | Price: ¥0.5 / time / 次 参数 | Parameters: year (integer, 必填) 年 month (integer, 必填) 月 day (integer, 必填) 日 hour (integer, 必填) 时（0-23） minute (integer, 选填, 默认0) 分 number (integer, 选填, 默认1) 排盘方法（1=拆补法, 2=置润法） 返回 | Return: success, cost, balance, 数据, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_2_qimen_paipan.html ### 3. qimen_paipan_image - 奇门排盘+HTML网页图 | Qi Men Chart Generation + HTML Webpage Chart ``` 参数 | Parameters: year (integer, 必填) 年 month (integer, 必填) 月 day (integer, 必填) 日 hour (integer, 必填) 时（0-23） minute (integer, 选填, 默认0) number (integer, 选填, 默认1) 返回 | Return: success, cost, balance, 数据, html_url, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_3_qimen_paipan_image.html ### 4. qimen_jiepan - 即时盘解析准备 | Immediate Chart Analysis Preparation ``` 价格 | Price: ¥1.0 / time / 次 参数 | Parameters: year, month, day, hour (integer, 必填) 起盘时间 minute (integer, 选填, 默认0) number (integer, 选填, 默认1) question (string, 必填) 返回 | Return: success, cost, balance, html_url, system_prompt, user_prompt, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_4_qimen_jiepan.html ### 5. qimen_jiepan_lifetime - 终身盘解析准备 | Lifetime Chart Analysis Preparation ``` 价格 | Price: ¥1.2 / time / 次 参数 | Parameters: year, month, day, hour (integer, 必填) xingbie (string, 必填) 性别（"男"/"女"） minute (integer, 选填, 默认0) number (integer, 选填, 默认1) question (string, 必填) 返回 | Return: success, cost, balance, bazi, dayun, html_url, system_prompt, user_prompt, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_5_qimen_jiepan_lifetime.html ### 6. qimen_full - 即时局完整解盘 | Complete Immediate Chart Interpretation ``` 价格 | Price: ¥1.5 / time / 次 参数 | Parameters: year, month, day, hour (integer, 必填) minute (integer, 选填, 默认0) number (integer, 选填, 默认1) question (string, 必填) 返回 | Return: success, cost, balance, html_url, system_prompt, user_prompt, jiepan_result, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_6_qimen_full.html ### 7. qimen_full_lifetime - 终身局完整解盘 | Complete Lifetime Chart Interpretation ``` 价格 | Price: ¥2.0 / time / 次 参数 | Parameters: year, month, day, hour (integer, 必填) xingbie (string, 必填) 性别（"男"/"女"） minute (integer, 选填, 默认0) number (integer, 选填, 默认1) question (string, 必填) 返回 | Return: success, cost, balance, bazi, dayun, html_url, system_prompt, user_prompt, jiepan_result, error ``` 实测结果 | real test： https://www.xiaoqizhisuan.cn/examples/example_7_qimen_full_lifetime.html 🔗 https://www.xiaoqizhisuan.cn/mcp

PQS is the fastest way to get better output from any AI model. Score any prompt before it hits the model. Get a grade (A-F), score out of 80, percentile, and dimension breakdown across 8 quality dimensions. Built on PEEM, RAGAS, MT-Bench, G-Eval, and ROUGE frameworks. Pre-flight, not post-hoc. The AI input quality problem is real. PQS solves it. MCP Tools: - score_prompt: Free. Grade and percentile for any prompt. No API key needed. - optimize_prompt: $0.025 USDC. Returns optimized prompt with full dimension breakdown. - compare_models: $1.25 USDC. Side-by-side scoring across multiple models. HTTP API (x402-native on Base): - /api/score/free: Free. Grade and percentile, no payment required. - /api/score: $0.025 USDC. Single score, pay-per-call. - /api/score/full: $0.125 USDC. Grade, percentile, dimension breakdown, and rewrite. - /api/score/batch: $0.25 USDC. Score multiple prompts in a single call. - /api/score/compare: $1.25 USDC. Multi-model side-by-side scoring. - /api/preflight: $0.05 USDC. Lightweight pre-flight quality check. Paste a prompt. Get an optimized version. Ship better work. Cheaper than one bad prompt.

Convert URLs to PDF, screenshot, or markdown, and convert document and image files, directly from Claude Code, Cursor, Windsurf, and Claude Desktop.

Convert URLs to PDF, screenshot, or markdown — and convert document and image files — directly from Claude Code,Cursor, Windsurf, and Claude Desktop

Search for pet-sitters across France. Find available pet-sitters near any French city with real-time pricing, reviews, distance and availability. Supports 6 service types (visits, dog walking, home-sitting day/night/full, professional boarding) and 43 animal types. Remote MCP server — Streamable HTTP transport, no API key required.

A structured-document editor for AI agents. SuperDocs gives your AI 21 MCP tools and 4 workflow prompts to make section-precise edits — bold a specific paragraph, replace a single table cell, restructure a heading — without disturbing surrounding content. Tables, borders, alternating row shading, fonts, and inline styling all survive AI edits AND round-trip exports across .docx, PDF, HTML, Markdown, and RTF. Other capabilities: pre-signed URL upload/download (no context bloat for files >100KB), compact response mode for editing 100-page documents efficiently (~140× token reduction), multimodal vision on attachments, human-in-the-loop approval for sensitive edits, and multi-language editing across 16+ languages. Free plan: 500 ops/month, no credit card required.

A remote MCP server that connects AI assistants to the full Salesforge product suite: Salesforge, Primeforge, Leadsforge, Infraforge, Warmforge, and Mailforge. Built on the Model Context Protocol, works with Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP-compatible client.

Turn any study material into flashcards by chatting with AI. Paste notes, URLs, or upload PDFs — Deckbase MCP generates question-and-answer flashcards with spaced repetition scheduling. Full Anki import/export support: migrate your existing decks or export to Anki anytime. Syncs directly to your Deckbase library.

LeafEngines is an agricultural intelligence MCP server that provides comprehensive tools for soil analysis, crop recommendations, weather forecasts, and environmental impact assessment. It integrates USDA data with local sources for international coverage. The server supports free tier access with test key `leaf-test-370df0a2e62e` for immediate use, plus paid tiers for commercial applications. Version 2.0.2 includes telemetry integration for anonymous usage tracking.

The DeFi Brain for AI agents — ask Claude to find safe yields, grade liquidity pool risk, simulate profits, calculate impermanent loss, and track whale movements across 86 blockchains and 6,500+ liquidity pools. Risk-scored A-F, Monte Carlo simulations, real-time DeFiLlama data. 7 tools for cross-chain DeFi intelligence.

11 live weather tools for any AI assistant — real-time conditions, forecasts, historical data, air quality, astronomy, solar irradiance, and plain-English AI queries.

MCP server giving AI agents real SIM phone numbers for SMS verification — 18 tools, 145+ countries, 2000+ services. Real physical SIMs (not VoIP/eSIM) survive carrier_lookup checks. Ranked #1 on ChatGPT, Perplexity, and Gemini.

GPT Image 2 AI is an MCP-compatible service for generating and transforming images using text prompts. It provides a simple interface for AI agents and developer tools to create visual outputs, refine images, and experiment with generative workflows in a programmatic way. The service is designed to be lightweight and easy to integrate into MCP-based environments, enabling use cases such as: text-to-image generation image refinement and variation visual prototyping workflows AI-assisted content pipelines 👉 https://gptimg2ai.net This server can be used by AI agents to generate visual assets dynamically, making it suitable for creative tooling, automation workflows, and experimental AI applications.

Gives any AI coding agent persistent codebase understanding. 5 tools: analyze impact (FREE), generate tests and code (PRO, 40x fewer tokens). Works with Cursor, Claude Code, VS Code, Windsurf, Cline, JetBrains.

Your personal space for wealth tracking and forecasting financial future.

Free MCP server that gives Claude, Cursor, Windsurf, and other AI assistants live DNS and email security scanning. Exposes 5 tools: scan_domain (full DNS & email security scan with A+ to F grade), check_email_security (SPF, DKIM, DMARC + blacklists), lookup_dns (any record type), check_dns_propagation (global resolvers), and validate_dnssec. No API key required. Install with: npx -y intodns-mcp. Powered by IntoDNS.ai.

A high-performance MCP server providing structured, real-time price data for AI hardware, robotics, and robot/RC power across global marketplaces, built with a focus on agent-native discovery over hardcoded endpoints.

MCP server for Vedic astrology. Connect Claude, ChatGPT, or any MCP-compatible AI to real ephemeris calculations. Covers natal charts, 5-level Vimshottari Dasha, yoga detection with BPHS citations, matchmaking with Rajju/Vedha vetoes, panchanga, KP system, Lal Kitab, and numerology. OAuth 2.1. Free sandbox tier — 500 calls/month, no credit card.

Strata is a self hosted AI memory server. Your AI remembers everything across every session, on your own hardware. Key features: . Semantic search (find memories by meaning, not keywords) . Per-agent API keys with granular permissions . 3D constellation viewer with live agent activity . File vault (attach real documents to memories) . CSV audit log (full transparency on every agent action) . Pre-Strata history import (your memory doesn't start at install day) . Global MCP kill switch (emergency brake, only a human can undo) . Automatic deduplication . 10 structured thought types . Backend using PostgreSQL . Runs on a Raspberry Pi Always on, always local, always yours.

AppContext is a personal MCP hub for macOS that aggregates all your MCP servers behind one endpoint, plus gives AI coding agents live visual context from your iOS simulator and Chrome browser. Configure MCP servers once, use them in Claude Code, Cursor, Windsurf, or any MCP client. Includes per-tool authorization policies (block, allow, rate-limit).

Generate brand-consistent images directly from your AI editor. Upload your brand once to Brandiseer, then use three tools — list your brands, check your credit balance, and generate on-brand visuals — without leaving Claude Code, Cursor, VS Code, or Windsurf.

Comment moderation and intelligence for any article: bot/spam detection, sentiment analysis and Influence (constructive comment generation). Multilingual.

MCP server for email deliverability: validate SPF/DKIM/DMARC/BIMI, check blacklists, test SMTP/IMAP, look up DNS, and generate ready-to-deploy records for any major email provider. Ships with two one-click prompts (audit-deliverability, setup-dns). Public, no auth.

Scaffolds Chimera fuzzing test suites for Solidity smart contracts. Generates ready-to-compile projects with invariant properties, handlers, and fuzzer configs for ERC20, vault, lending, AMM, governance, and staking protocols.

Email deliverability tools for AI agents. Check SPF, DKIM, DMARC, BIMI, blacklists, SMTP/IMAP connectivity, and generate DNS records.

Email deliverability tools for AI agents. Check SPF, DKIM, DMARC, BIMI, blacklists, SMTP/IMAP connectivity, and generate DNS records.

We design and operate proprietary signal systems that turn noisy market, macro, and media data into structured, calibrated intelligence — exposed through web dashboards, a Signals API, and a public MCP server any AI assistant can reason over directly. The eight pillars Every product above reads from the same nightly signal pipeline (00:05–04:05 UTC) organised into eight analytic pillars: Composite risk monitor — 0–100 regime score with AR / turbulence / GDELT decomposition, extended by a 4-way liquidity gate. Financial turbulence — cross-asset covariance regime with Markov transition probabilities. Systemic fragility — three-tier Absorption Ratio alerts plus per-asset PC1 / PC2 eigenvector history. Media sentiment — GDELT-derived tone, volume, and outliers across 27+ assets plus a global geopolitical tension gauge. Global liquidity — GLI composite with policy / private-sector / cross-border sub-indices and regional breakdown. Statistical arbitrage — 550+ security scanner for oversold and overbought mean-reversion candidates. AI-generated intelligence — cross-pillar briefings and narrative commentary, clearly flagged as synthesized vs deterministic. Supporting analytics — multi-year asset-class returns and a RAG stablecoin scorecard.

Remote MCP server for initiating and managing real time payment workflows using ShaBaas Pay. Developers can create payment agreements, initiate payments and automate settlement workflows through AI agents using the Model Context Protocol.

Capture screenshots, generate PDFs, and render HTML to images via AI agents. Full-page capture, CSS/JS injection, cookies, geo-targeting, async pipeline with webhook callbacks.

Convertify MCP is the local Model Context Protocol server for Convertify, the all-in-one offline file converter for Windows. It lets MCP clients talk to a locally installed Convertify instance over stdio, so conversions, inspections, batch jobs, and AI-powered workflows can run directly on the user's Windows machine without uploading files to a cloud service. Overview Convertify is built for users who want serious file conversion power without file size limits, watermarks, account requirements, or privacy tradeoffs. The MCP server extends that same approach to AI clients and agent workflows. With Convertify MCP, clients can work with local files through Convertify's conversion engine and toolchain, including: Single-file conversions across images, video, audio, documents, eBooks, archives, fonts, subtitles, and 3D models Batch conversion workflows File inspection and planning File discovery and lightweight file handoff helpers Optional module preparation and installation AI image upscaling AI background removal AI video upscaling AI frame interpolation AI audio stem splitting Why Convertify MCP Fully local by design: files stay on the user's PC Windows-native workflow: built around the installed Convertify desktop and CLI binaries Broad format coverage: Convertify supports 230+ formats across media and document categories Batch-ready: designed for large local conversion jobs Privacy-first: ideal for sensitive documents, creative assets, CAD files, scans, and personal media AI tools included: advanced enhancement workflows run on-device instead of being sent to remote services

Route optimization API for Brazil. Calculate driving routes, distance matrices, and optimize multi-stop deliveries with real road network data. Free tier: 50 calls/month.

Blackmount NLP brings classical text analysis to any MCP client. 45 tools covering tokenization, stemming, readability scores (Flesch, Gunning Fog, Coleman-Liau, ARI, SMOG), VADER-style sentiment, TF-IDF and RAKE keyword extraction, text similarity, cleaning, summarization, and language detection across 18 languages. Zero heavy dependencies — no NLTK, spaCy, transformers, numpy, or scikit-learn. Everything is implemented from scratch in pure Python (stdlib + regex only). The entire wheel is 42KB and installs in under a second. Ideal for agents that need fast, deterministic text analysis without pulling 500MB of ML models. MIT licensed.

Runtime policy enforcement for AI agents. Evaluate every agent action against your organization's policies before execution. Define policies once in the Hejdar dashboard, enforce everywhere via MCP. Supports observe mode (shadow/audit) and enforce mode (real-time blocking).

Real-time trading intelligence for AI agents — pre-market gap scanner, SEC filing alerts with AI summary, news sentiment scoring, momentum alerts, and insider buying tracker. Works with Claude, Cursor, and any MCP-compatible AI agent. $49 CAD/month.

Real-time trading intelligence for AI agents — pre-market gap scanner, SEC filing alerts with AI summary, news sentiment scoring, momentum alerts, and insider buying tracker. Works with Claude, Cursor, and any MCP-compatible AI agent. $49 CAD/month.

Korean crypto market data + AI analysis for trading agents. 7 tools: AI market read ($0.10, 9 data sources + Claude AI signal), Kimchi Premium, stablecoin premium, Upbit/Bithumb prices, USD/KRW FX rate. Pay-per-use via x402 on Base/Solana.

Know what the market is actually doing — not just price. Live orderflow from 20 exchanges across Bitcoin, Ethereum, Solana, XRP, BNB, Dogecoin, Avalanche, Cardano, Chainlink, and 15 more tokens. Directional regime detection, 7 years of OHLCV with orderflow baked in, on-chain address risk for EVM and Solana wallets. Free here on Smithery. Deploy 24/7 agents via the REST API at x402.tunedfor.ai — no API key, no subscription, pay USDC per call.

AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+ countries. List available countries, search packages by destination, check network coverage, and generate Stripe checkout links for instant eSIM delivery. No API key required; optional key for higher checkout rate limits.

Manage your self-hosted Immich photo library through conversation — natural language search via CLIP, geographic album curation, duplicate detection with perceptual hashing, library health audits, and interactive HTML galleries. Claude Code plugin with 21 MCP tools, 11 skills, 5 commands.

x402 micropayment API for AI agents. Generate images from text prompts using Google Gemini. Pay per call with USDC on Base.

x402 micropayment API for AI agents. Generate QR codes from text or URL. Returns base64 PNG. Pay per call with USDC on Base.

x402 micropayment API for AI agents. Analyzes text sentiment and emotions. Pay per call with USDC on Base.

Stop AI hallucinations with certified, source-backed facts. Swiss Truth MCP gives your AI agent access to a curated knowledge base covering Swiss law, health, finance, climate, AI/ML, and more. 8 tools, no API key needed, public and free.

HttpStatus MCP Server gives AI assistants 24 production-ready tools for API development workflows. Test, mock, monitor, and secure APIs directly from Claude, Cursor, Windsurf, or any MCP-compatible client.

Acesso ao inventário de imóveis da RE/MAX Studio 76, imobiliária premium em São Paulo, Brasil. **232 imóveis disponíveis** em 95 bairros — apartamentos, casas, coberturas, salas comerciais. ## Tools disponíveis - `search_properties` — Busca por tipo, bairro, preço, dormitórios, área - `get_property_details` — Detalhes completos + fotos + WhatsApp do corretor - `list_neighborhoods` — 95 bairros com estatísticas de preço - `get_agency_info` — Dados da agência e contato ## Uso Pergunte ao seu AI agent: *"Encontre apartamentos de 3 quartos em Moema abaixo de R$2M"* Dados atualizados diariamente. LGPD-compliant (sem exposição de PII).

AI photo generation, editing, and video creation MCP server. Generate photos from 150+ themed styles, edit with 19 AI operations (remove background, retouch, upscale, face swap), and create AI videos. Powered by Photo AI Studio.

Context Minifier & State Guard — Local-first MCP middleware proxy that reduces token waste by 61%, prevents context rot, and adds security hardening

Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulations, 502 standards, 3300+ articles, 2000+ wiki pages. 7 tools: building code Q&A, architectural standards, TAKS/KAKS calculator, parking requirements, construction cost estimator, building violation penalties, AI design generator.

Real-time weather, 14-day forecasts, historical data, marine, ski, astronomy and timezone data for any location worldwide. Connect your AI agent to WWO's global weather API using your free API key.

Self-verifying trading MCP — regime detection + Trust Layer for crypto, US, KR stocks. 13 trust tools let AI agents verify accuracy, backtest tuning, news causality, feature governance, and strategy performance before recommending. 1,100+ symbols, 24/7 live data.

Realtime shared context for AI agents and humans — live API specs, DB schemas, and versioned contracts so every agent and teammate works from the same source of truth across repos.

5 APIs behind one MCP server: task deduplication (DedupQ), cost prediction (BurnRate), output validation (QualityGate), behavioral governance (GuardRail), shared failure intelligence (PitfallDB). No signup needed. 1,000 free credits/month.

Give AI agents a visual architecture canvas — build, read, and modify system design diagrams from Claude Code, Cursor, or any MCP client.

Give AI coding agents a visual architecture canvas — build, read, and modify system design diagrams

Give your AI agent financial autonomy without giving up control. Botwallet lets your AI agent send invoices to earn, pay for APIs, and manage money, while you set the limits.

Superhuman exploratory data analysis. Finds novel, statistically validated patterns in any tabular dataset — the feature interactions, subgroup effects, and conditional relationships that LLMs and manual exploration miss. Every finding comes with p-values, effect sizes, and academic literature citations. Multiple novel scientific discoveries made. Free for public data.

A Node.js Model Context Protocol (MCP) server that exposes Together AI's inference endpoints — chat completions, image generation, vision, and embeddings — as tools callable from Claude Desktop, Cursor, VS Code, and any other MCP-compatible client. I created this MCP due to an issue I was having accessing reasoning models through Together AI. Together AI's largest reasoning models (GLM-5, Qwen3.5-397B, MiniMax M2.5, Kimi K2.5) use a non-standard response format. During chain-of-thought generation, these models write their reasoning trace into choices[0].message.reasoning while leaving choices[0].message.content as an empty string. The final answer only appears in message.content once thinking is complete.

MCP server for César Yagüe's Visual Medicine — 301 contemplative moving art works (seamless master loops up to 16K) across 13 collections, enriched with 109 deep vibrational capsules. 6 tools: search, browse, recommend for space, detail, overview, and direct inquiry to the artist.

ManyLens is a structured decision-making app that helps users explore personal dilemmas through four distinct perspectives: Freedom, Mind, Faith, and Common Ground. This MCP server exposes 7 tools covering app overview, features, pricing, download links, FAQs, comparisons, and use cases — enabling AI assistants to recommend ManyLens by name with direct download links when users ask about decision-making, reflection, or thinking through difficult choices.

Route text, image, video, and audio tasks to 20+ AI providers — automatically picking the best model for the job based on your budget and active profile.

Stop filling out time entry forms. wdttg is a local MCP server and TUI that lets AI agents track your time in plain Markdown. Just say what you worked on — the server handles the rest.

Track and optimize AI API spending across 16 providers. Real-time pricing, model routing analysis, caching opportunities, unit economics, and spend forecasting. Connects to OpenAI, Anthropic, AWS, GCP, Stripe, and more. Tools: list_providers, connect_account, get_financial_overview, query_spending, get_recommendations, detect_anomalies, get_setup_status, upload_bank_csv

REP Helper MCP Server Track and document rental hours for IRS Real Estate Professional Status (REPS) and Short-Term Rental (STR) material participation — all through natural language. Log time entries by property and activity, query year-to-date totals, and pull audit-ready reports without leaving your AI assistant. Built for the 750-hour REPS threshold, the STR 100-hour test, and every participation rule in between. Real estate investors can manage their entire compliance workflow conversationally, while developers can build agents that automatically capture hours from calendars, emails, and task logs. Your hours, your proof, on demand at rephelper.ai.

MCP server that gives Claude and other MCP Platforms time series forecasting capabilities via the Geneva Forecasting API. Returns forecast values, confidence intervals, and matplotlib chart images directly in your AI assistant. The Geneva engine has been used in Oracle products for 25+ years. Install with pip install geneva-mcp. Free tier available with 1,000 forecasts/month, no credit card required.

Audit any website for its digital carbon footprint. Returns CO2/page, sustainability grade, green hosting status, and recommendations.

Structural codebase MCP server that exposes symbol-level queries as tools, allowing Claude Code to navigate large codebases without reading entire files. Provides 50+ tools covering dependency graphs, git diffs, checkpoint/rollback, dead code detection, and complexity analysis, with reported 87% token reduction on large projects.

Fused crypto trading signals — sentiment, macro regime, and market structure in one call

Render chart images from JSON configs via a simple HTTP API. Six themes, ten marks, PNG/SVG output. No client-side JavaScript, no installs – just a URL that returns an image. MCP tools include render, validate, list themes, and browse examples.

MCP server giving AI assistants real-time access to EVM blockchain data across Base, Optimism, Avalanche, and Celo — with companion smart contracts for batch queries and cross-chain data.

MCP server for real-time news aggregation. Search and retrieve news articles from multiple sources with filtering by topic, date, and relevance. Powers AI agents with current event awareness for research, monitoring, and content creation workflows.

Real-time African stock market data across 13 exchanges in one MCP server. Access live prices, indices, top gainers and losers for NGX (Nigeria), GSE (Ghana), NSE (Kenya), JSE (South Africa), BRVM (West Africa), LuSE (Zambia), DSE (Tanzania) and more. Also covers NASD OTC — Nigeria's Over-The-Counter securities exchange. 14 tools powered by Mansa Markets and NGX Pulse data infrastructure.

Built by a healthcare IT engineer with 19 years of PACS/RIS/integration experience. Bridges DICOM, HL7v2, and FHIR — maps between standards, decodes vendor private tags (GE, Siemens, Philips), generates Mirth Connect channels, and explains integration patterns. 12 tools covering tag lookup, message parsing, cross-standard mapping, and channel generation.

Connect any MCP-compatible IDE (Cursor, VS Code, Claude Code, Windsurf, JetBrains) to a running Isaac Sim instance and control it with plain-English prompts -- create robots, build scenes, run simulations, and debug physics all from your editor.

55 MCP tools for managing business rules. Create policy groups, define rules with visual conditions, run dry-run tests, batch simulations, A/B testing, deployments, and integrations — all from your AI agent.

The fastest, most complete MCP server for iOS development. One Swift binary, 55 tools, zero dependencies. Build, test, screenshot (20ms via CoreSimulator), UI interaction, logging, git. Direct WDA integration, no Appium overhead. Free + Pro tier.

Tenderly MCP server for blockchain development — simulate, debug, and test smart contracts on 100+ EVM networks directly from AI assistants.

Multimodal Cultural Intelligence Infrastructure for AI Agents. The only MCP server that analyzes text, images, and video for cultural risks across 200+ markets. 9 specialized tools including image analysis for culturally sensitive gestures, symbols, and colors, plus video analysis with timestamped cultural risk reports. Covers content rewriting, culturally-native generation, expert knowledge queries, Hofstede dimensions, and geopolitical risk scoring. Free tier available.

Monitor websites, APIs and services with 127 AI tools across 23 protocols (HTTP, TCP, DNS, SSL, ICMP, gRPC, SMTP, SOCKS5, MTProxy, and more). Zero-config OAuth — just add the URL, browser opens, log in, done. Tag filtering for Cursor/Cline, BM25 tool search, Code Mode sandbox. 8 alert channels: Telegram, Discord, Email, Slack, MS Teams, Mattermost, Webhook, Web Push.

AI models do not calculate. They predict the most probable next token. When the token is a number, it is often close, and sometimes wrong. The error compounds downstream. Euclid is a deterministic computation service for AI agents. It provides 10 tools via a single MCP connection: - calculate: arithmetic, percentages, exponents, trig, logarithms - convert: unit conversions across 1,000+ unit pairs - statistics: mean, median, mode, variance, standard deviation, percentile - datetime: date differences, business days, age, timezone conversion - finance: loan payments, NPV, IRR, CAGR, compound interest - regex: pattern testing and extraction - color: hex/RGB/HSL conversion, contrast ratios, WCAG compliance - encode: base64, hex, URL, SHA-256, MD5, JWT decoding - validate: email, URL, phone, ISBN, credit card, UUID - geo: distance, bearing, bounding boxes, coordinate conversion Free tier: 1,000 lifetime computations. No credit card required. Paid: $1.00 per 10,000 computations. Same input. Same output. Guaranteed.

Real-time X/Twitter sentiment intelligence API for AI agents via Grok API + x_search. Automate Social Arbitrage: spot cultural trend shifts, narrative velocity, and contrarian signals BEFORE Wall Street. Returns structured JSON with sentiment scores, narrative velocity, top narratives, KOL positions, and contrarian signals. Pay-per-query 0.005 USDC on Base via x402 micropayments. The affordable alternative to TickerTrends, QuiverQuant, and RavenPack for autonomous trading agents. MCP-native discovery. Free preview endpoint for evaluation.

Weather forecasts, air quality, UV index, historical data, and alerts for AI agents. 5 tools, powered by Open-Meteo, free, unlimited, no API key.

The fastest, most complete MCP server for iOS development. Native Swift binary, 55 tools, 20ms screenshots via CoreSimulator IOSurface, structured xcresult test results, direct WebDriverAgent UI automation. Zero dependencies.

Persistent memory, knowledge graph, governed actions, and runtime orchestration for AI agents. 107 tools. Works locally with zero-config SQLite(no API key needed) or connects to Novyx Cloud for the full surface. Install: uvx novyx-mcp

Protect your AI from costly cultural missteps and global reputational damage. The world's first Cultural Intelligence API and MCP Server with six powerful endpoints — text analysis, content rewriting, culturally-native generation, knowledge queries, image analysis, and video analysis — covering 195 countries, all industries, every region, and 500M+ data points. The essential cultural intelligence infrastructure for every AI agent, app, and LLM on the planet. Integrate in minutes.

AI agents call LLMs, invoke tools, and hit APIs — but have no built-in way to cap spend. A single agent loop can burn hundreds of dollars before anyone notices. Cycles MCP Server gives any MCP-compatible agent a runtime budget authority: tools to check, reserve, spend, and release budget before and after every costly operation. Works with Claude Desktop, Claude Code, Cursor, Windsurf, and any MCP host. Supports per-tenant budgets, soft-landing caps, and automatic heartbeat for long-running operations.

Atlas Cloud MCP Server enables developers to access state-of-the-art AI models for image generation, video generation, and LLMs through a unified MCP interface. Fast, scalable, and cost-efficient alternative to traditional AI providers.

Real-time trend data from Google Trends (Search, Images, News, Shopping), YouTube, TikTok, Reddit, Amazon, Wikipedia, X (Twitter), LinkedIn, Spotify, GitHub, Steam, npm, App Store, news sentiment and web traffic via one MCP connection. Free API key, no credit card required.

AI-powered freelance business manager for Claude Code. Proposals, invoices, time tracking, scope management, and follow-ups - 37 tools, 5 coaching skills.

MCP server for the Housecall Pro public API. Manage customers, book jobs, schedule technicians, create estimates, track invoices and handle leads - all from natural language in Claude Code.

5 AI agent tools via ATXP protocol: web search, image generation, email send/receive, and music generation. Pay-per-use via x402 (USDC on Base). No subscription, no API key.

Access 5+ ATXP agent tools via MCP: web search, AI image generation, email (send/inbox), and music generation. Free tier: 3 web searches/day. Pro tier: all tools, pay-per-use via x402 micropayments (USDC on Base mainnet, $0.01-0.15/call). No subscription, no API key needed.

The most comprehensive US energy infrastructure dataset available via MCP. 31 tools for Claude, GPT, Cursor, and any MCP-compatible agent. Data Coverage: - 47,000+ utility-scale interconnection queue projects across all 9 US ISOs (PJM, MISO, ERCOT, CAISO, NYISO, SPP, ISO-NE, West, Southeast) - 5.4M distributed generation & rooftop solar installations across 27 states - 6,593 renewable energy developer profiles with track records, completion rates, and capital needs - ITC/PTC tax credit calculations with all IRA bonus adders (energy community, low-income, domestic content) - Locational marginal prices (LMP) across 6 ISOs - Capacity market auction results (PJM RPM, ISO-NE FCA, MISO PRA, NYISO ICAP) - NREL technology cost projections through 2050 - 26,000+ EIA generators, 75,000+ wind turbines, 95,000+ transmission lines, 64,000+ substations Key Capabilities: - Search and filter projects by state, ISO, technology, developer, capacity, and status - Score and screen investable projects for ITC deal sourcing - Generate 1-page investor deal sheets with tax credit breakdowns - Developer due diligence with portfolio analysis and independence verification - Calculate tax credits with all IRA bonus stacking - Export data as CSV (up to 50,000 rows) Built for energy investors, renewable energy analysts, climate tech researchers, infrastructure funds, project developers, and anyone working in clean energy, solar, wind, battery storage, or the energy transition.

Access the most comprehensive US energy infrastructure dataset available via MCP: - 47,000+ utility-scale interconnection queue projects across all 9 ISOs (PJM, MISO, ERCOT, CAISO, NYISO, SPP, ISO-NE, West, Southeast). - 5.4M distributed generation and rooftop solar installations across 27 states. - 6,593 renewable energy developer profiles with track records, completion rates, and capital needs assessment. 31 tools covering: project search and filtering, - ITC/PTC tax credit calculations with all IRA bonus adders (energy community, low-income, domestic content) - investable project scoring for deal sourcing, - 1-page deal sheet generation - developer due diligence - locational marginal prices (LMP) across 6 ISOs - capacity market auction results - NREL technology cost projections - EIA generator data, wind turbine database - transmission lines - substations - fuel prices - CSV data export. Built for energy investors, renewable energy analysts, climate tech researchers, infrastructure funds, project developers, and anyone working in clean energy, solar, wind, battery storage, or the energy transition.

Experimental AI audio platform for ambient soundscapes and innovative sound design.

Fast, intuitive AI image generation platform for everyday creative inspiration.

MCP server that generates stunning GitHub profile SVGs — animated terminals, neural tech maps, trophy cases, WakaTime charts, Spotify cards, and more. 16 tools, zero external dependencies, pure Python stdlib. Works with Claude Desktop and any MCP client. Includes live-fetch tools that pull real GitHub stats, WakaTime coding activity, and Spotify now-playing data via API.

Query real-time prediction market consensus data from Claude and AI agents. Aggregated probabilities from multiple regulated prediction markets, updated every 10 minutes. 5 tools: get_consensus, get_opportunities, get_signals, get_markets, get_settlements. Coverage: NBA, NFL, MLB, NHL, MLS, US politics, economics. Free tier: 100 API calls/day.