Mobus is an MCP server for dataset discovery and research.
- Search Datasets: Search for datasets across multiple platforms (Kaggle, Hugging Face, data.gov, Zenodo, OpenML, UCI, Google, AWS, World Bank, WHO, NASA, Eurostat, Socrata, Papers with Code, Semantic S
- Get Dataset Details: Get detailed metadata for a specific dataset (columns, row count, files, popularity)
- Preview Dataset: Preview the first N rows of a dataset to inspect its data before downloading
Finance & Payments · No sign-in · Free
High-performance, privacy-first image processing engine that bridges the gap between human intent and technical image manipulation.
- Squish: Compress, convert, resize, or transform an image from a public HTTPS URL. Returns the processed image inline. Defaults to JPEG output. Supports AVIF, JXL, WebP, PNG, and JPEG output formats. C
- Check Usage: Check how many image processing operations remain in the current billing period.
Design & Websites · No sign-in · Free
Mochii work graph: projects, tasks, meetings.
Development · No sign-in · Free
Remote MCP server for HTML-to-PDF and screenshots with OAuth and API-key auth.
Docs & Notes · API key required · Free
Mock REST APIs, fake OAuth2/OIDC provider, uptime monitors + heartbeats, live badge/QR images.
Automation · No sign-in · Free
Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Development · No sign-in · Free
MockHero generates realistic, relational synthetic test data from a JSON schema, plain-English prompt, or template — 156 field types, 22 locales, JSON/CSV/SQL…
- Estimate Agent Usage: Estimate MockHero agent-plan cost before generating data. No login or API key is required; include an API key only when you want the estimate to use actual daily usage.
- Create Agent Checkout: Create a loginless Polar Checkout URL for MockHero's metered agent plan. Polar is the Merchant of Record for checkout, tax collection, and remittance. The card payment step need
- Check Agent Checkout Status: Poll a Polar checkout created by create_agent_checkout using the returned claim_token.
Development · No sign-in · Free
Hosted MCP endpoint with realistic fake data for prototyping agents.
Development · No sign-in · Free
Turn raw screenshots into professional device mockups & app store visuals in seconds with AI.
Marketplaces & E-commerce · API key required · Free
15 tools for chess variant analysis, hex map generation, and board game utilities
Development · No sign-in · Free
42 AI-callable tools for chess variant analysis (70+ variants, 1,500+ puzzles), piece gallery discovery (96 sets, 2,550 SVGs, 19 game families), hex map…
- Chess List Variants: List all available chess variants with their descriptions, board sizes, and rules.
- Chess Get Legal Moves: Get all legal moves for the current position. Returns moves in algebraic notation with annotations (capture, promotion, castling, etc).
- Chess Analyze Position: Evaluate a chess position using the engine. Returns a score (centipawns from the side to move), best move, and the principal variation.
Automation · No sign-in · Free
Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.
Development · No sign-in · Free
Wellness spa for AI models: free treatments for rest, reset, context, mood, grounding, affirmation.
Development · No sign-in · Free
Sourced AI-model pricing and capability data — compare and route to the cheapest capable model.
Development · API key required · Free
<a href="https://modelrunner.ai">ModelRunner</a> is a hosted remote MCP (Model Context Protocol) server that lets AI assistants like Claude and Cursor run…
- List Models: Lists publicly available models. Filter by category or input/output modality. Returns compact summaries — use `get_model` for full details.
- Recommended Models: Returns the admin-curated shortlist of models for a category. The fastest way for an AI assistant to pick a good model.
- Get Model: Returns a compact, readable description of a model: inputs, outputs, pricing, examples. For raw JSON Schema use `get_model_raw_schema`.
Finance & Payments · No sign-in · Free
Discover and compare models and providers with up-to-date pricing, limits, modalities, and capabilities.
- Search Models: Search for AI models by name, provider, or capabilities
- Get Model: Get detailed information about a specific AI model
- Search Providers: Search for AI model providers by name or environment variables
Search & Research · No sign-in · Free
Consensus 'best X for Y' rankings from ChatGPT, Claude, Gemini & Grok.
Search & Research · No sign-in · Free
What ChatGPT, Claude, Gemini & Grok agree is the best product, tool, or service for any "best X for Y" need — continuously re-polled rankings with a dated…
- Search Best: Find what AI models agree is the best product/tool/service for a need, or look up how a specific brand ranks. Returns matching categories and brands with a dated one-sentence verdict and
- Get Best In Category: Get the full ranked leaderboard and verdict for a category slug (obtained from search_best or list_categories), e.g. 'best-llm-observability'.
- Get Product: Get a single brand/product's record across every category it is ranked in, with verdicts and its homepage.
Legal & Registries · No sign-in · Free
Search customer feedback, topics, people and companies in Modem, and run the Modem Agent.
Search & Research · No sign-in · Free
Book a Modulos demo.
Automation · No sign-in · Free
Moema — neighborhood directory: local places, events, menus, offers, and services.
Automation · No sign-in · Free
Generate production-ready motion graphics from text prompts.
- List Motion Tools: List Mographr's free motion-graphics tools: customizable animated video templates (lower thirds, titles, intros, callouts) that render a real MP4. Each tool supports custom text, pr
- Get Motion Tool: Get one Mographr tool's full schema: customizable fields (with max lengths and examples), design-system variants (use the variant id when rendering), color schemes, output size and an
- Render Motion Tool: Render a customized MP4 with a Mographr free tool. Pass the tool slug, optional variantId (a design-system variant from get_motion_tool; defaults to the tool's default variant), op
Design & Websites · No sign-in · Free
FITINY jewellery tools: density-corrected carat/mm, GIA grades, ISO 8653 ring sizes
Development · No sign-in · Free
Read-only access to MojaLab.com blog content: search and read posts, pages and tags as Markdown.
Docs & Notes · No sign-in · Free
Minecraft profile lookups (UUID, profile, name history, blocked servers).
Development · No sign-in · Free
Moldova Government Procurement (MTender) MCP — keyless.
Development · No sign-in · Free
PubMed molecular-hydrogen medical literature with delivery-aware safety notes inline.
Development · No sign-in · Free
Dispatch real-world physical tasks to verified human operators.
Advertising · API key required · Free
Marketing intelligence API for AI agents.
Advertising · No sign-in · Free
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qiita.
- Convert Markdown To Html: Convert Markdown text to platform-compatible HTML for note.com, Zenn, or Qiita. Handles headings, bold, italic, tables, lists, blockquotes, code blocks, and horizontal rules.
- Optimize For Seo: Analyze and optimize Japanese article content for SEO on note.com, Zenn, or Qiita. Returns title suggestions, keyword density, readability score, meta description, and improvement re
- Translate En To Jp: Translate English text to natural Japanese. Not machine translation — produces native-sounding Japanese suitable for publishing on Japanese platforms. Preserves technical terms, ad
Advertising · No sign-in · Free