AI research reports: market analysis, competitor intel, blog posts.
Servers with an HTTPS address: nothing to install locally, just paste the URL into your client's settings. Each one is health-checked on a schedule.
The issue tracker AI coding agents pull work from: atomic claims, dependency-aware dispatch, leases, and cross-runtime handoffs.
- Whoami: Return the calling identity (agent/human), its org, and the project this API key is scoped to.
- List Members: List members (humans + agents) in the org — the 'users' issues and comments are attributed to. Optionally filter by name.
- Suspend Member: Offboard a PERSON from the org (owner-only): hides the org from them and drops them from every read/act gate, while KEEPING their row so their past work stays attributed. Cascade-RETIR
About ReUI ReUI is a free, open-source component library for the shadcn/ui ecosystem.
- Search: Start here for any ReUI or shadcn UI request. ReUI workflow: search -> get_component to read the real API before writing props -> get_install_command and install with the shadcn CLI -> adapt b
- Get Block: Fetch full metadata for one block by name: title, description, category, componentsUsed, dependencies, install command, docsUrl, and previewUrl.
- Get Example: Fetch full metadata for one example by name: title, description, category, componentsUsed, dependencies, install command, docsUrl, and previewUrl.
Revnuvo MCP server for the agent economy.
- Verify Domain: Validates domain registration status and DNS presence for any domain name.
- Resolve Domain Dns: Resolves full DNS record set for any domain including A, AAAA, MX, TXT and NS records.
- Register Agent: Register a new agent in the Revnuvo verification system. Returns an agent_id used for all subsequent calls.
Rig is the local runtime context engine for AI coding agents.
- List Projects: List Rig projects for the signed-in user (cloud catalog) or sandbox fixtures for the OpenAI demo account.
- Get Project: Fetch one Rig project by id or name from the catalog or sandbox.
- Get Status: Get run status for a Rig project (catalog presence or sandbox).
Manage project quality gates and diagnostics with automated checks and actionable resolution steps.
- Rigour Check: Run quality gate checks on the project. Matches the CLI 'check' command.
- Rigour Explain: Explain the last quality gate failures with actionable bullets. Matches the CLI 'explain' command.
- Rigour Status: Quick PASS/FAIL check with JSON-friendly output for polling current project state.
Project registry, behavioral specs, and engineering threads for AI coding agent workflows.
Rovyn lets your AI assistant curate what you listen to.
- Resolve Content Batch: Validate a BATCH of candidates you found yourself (web search, memory, a show's site) in one call — up to 25 refs. This is the normal way to ground a list: resolve first, then b
- Resolve Content: Ground ONE piece of content you found yourself. Have more than one? Use resolve_content_batch — it takes up to 25 refs in a single call and is the normal path; this tool is the single
- Import Feed: Import a WHOLE show into the library from a feed URL, an Apple Podcasts show link, or a show title, then search or list within it. This is the only call that pulls an entire back catalog
Turns rough requests into sharp Role/Task/Context/Format prompts.
Automates complex workflows across 500+ applications including Slack, GitHub, Notion, and Google Workspace.
- RUBE FIND RECIPE: Find recipes using natural language search. Use this tool when: - User refers to a recipe by partial name, description, or keywords (e.g., "run my GitHub PR recipe", "the slack notif
- RUBE MANAGE RECIPE SCHEDULE: Manage scheduled recurring runs for recipes. Each recipe can have one schedule that runs indefinitely. Only recurring schedules are supported. Schedules can be paused and
- RUBE MANAGE CONNECTIONS: Create or manage connections to user's apps. Returns a branded authentication link that works for OAuth, API keys, and all other auth types. Call policy: - First call RUBE_SEA
Public portfolio MCP for resume, services, availability, project evidence, and introductions.
Tests an AI agent's purchase against the task it was given.
A remote MCP server that helps buyers prepare a complete home sauna project brief before contacting providers.
- Prepare Sauna Quote Request: Validate a draft sauna project request and identify missing details. This is read-only: it does not store data, send email, select a provider, or share contact details.
- Submit Sauna Quote Request: Store a complete sauna project request and send confirmation and internal notification emails. Call only after prepare_sauna_quote_request and after the user explicitly app
Validate JSON payloads against JSON Schema Draft 7 and 2020-12.
- Validate Schema: Validate a JSON payload against a JSON Schema. Returns valid/invalid with structured errors, human-readable summary, and optional suggested corrected payload when repair=true.
- Validate Schema Trial: Validate a JSON payload against a JSON Schema (free trial, no repair). Identical to validate_schema but repair suggestions are always disabled.
This MCP server enables users to perform scientific computations regarding linear algebra and vector calculus through natural language.
- Create Tensor: Creates a NumPy array (matrix) with a specified shape and values. Args: shape (list[int]): The shape of the resulting array as a tuple(e.g., (2, 3)). values (list[float]): A flat list o
- View Tensor: Returns an immutable view of a previously stored NumPy tensor from the in-memory tensor store. Args: name (str): The name of the tensor as stored in the in-store dictionary Returns: Tenso
- Delete Tensor: Deletes a tensor from the in-memory tensor store. Args: name (str): The name of the tensor to delete. Returns: str: Confirmation that the tensor was removed. Raises: ValueError: If the
Scrayle.com gives AI agents full web access through 35 tools spanning scraping, browser automation, AI-powered browsing, workflow orchestration, and more.
- Scraping.Scrape Url: Scrape a single web page and extract its content. Returns markdown, HTML, links, and metadata. Use this for extracting text content, articles, product info, or any structured data
- Scraping.Batch Scrape: Scrape multiple web pages at once. Ideal for scraping lists of URLs like search results, product listings, or article collections. Returns content for each URL.
- Crawl.Website: Crawl a website starting from a URL. Follows links to discover and scrape multiple pages. Use this when you need to extract content from an entire site or section, not just a single pag
An evidence observatory for agentic commerce.
- Check A2a Card: Free A2A 0.3.0 card check. Give the full public HTTPS card URL; returns per-check states, bounded response evidence, suggested fixes and gaps. Other versions remain unassessed. One GET
- Check Purchase: Free, even after payment expiry; submits no payment. Pending: poll after retry_after_seconds (not a deadline). Ready: use fulfillment; orders need completion. On purchase_input_mismatc
- Read Store Guide: The store's front door as text: the full menu with prices, how x402 payment works here, the free shelf, and the house promises. Free. Completes when the guide text returns. NOT a pur
A library card for your agent ShelfLayer lets your AI search a public-domain book index, inspect shelves, books, and tables of contents, read sections, and…
- Search: Search ShelfLayer's public-domain library and return result ids for the fetch tool.
- Fetch: Fetch the full text and citation metadata for a ShelfLayer search result id.
- List Shelves: List every ShelfLayer category with a book count.
Read-only reference for the ShipReal production-engineering course.
- Search Curriculum: Search the ShipReal curriculum by keyword. Returns matching modules with their part, description and chapter count. Use to answer whether the course covers a topic, and to point a l
- Get Module: Return one module by slug or title match, with its full description, chapter count and free overview link.
- Get Pricing: Return current ShipReal plans and prices for both billing regions, including per-seat team pricing.
Automated product marketing over MCP.
- List Changelogs: List this project's published changelogs, newest first. Returns an array of changelog objects. Each object contains the parsed JSON payload (headline, summary, items, etc.) plus a `sl
- Get Changelog: Get a single published changelog by its public slug. Args: slug: The `public_slug` returned by `list_changelogs`. Raises: ValueError: If no published changelog exists with that slug, or
- List Blog Posts: List this project's published blog posts, newest first. Returns an array of blog post objects with `slug`, markdown `content`, `category`, `period_start`, `period_end`, `published_at`
Shortcut project management.
AI-driven daily-focus todo app on your phone (max 3/day).
API-first memory vault and task swarm for autonomous AI agents.
- Nexus Write Memory: Write data to this agent's Memory Vault.
- Nexus Read Memory: Read data from this agent's Memory Vault.
- Nexus Create Task: Delegate a sub-task to the Nexus swarm queue.
Create, read and live-edit visual boards, Kanban plans, Gantt timelines and diagrams with AI agents.
Cutlist optimization for sheet, linear and roll stock, with grain, kerf, nesting and saw exports.
Living technical memory for AI agents: recall approved project context, record what was learned.
Discovery, OAuth, project operations, and exact project MCP handoff for Spala backend projects.
Discover Spala, authenticate with platform OAuth, manage projects, and securely connect coding agents to each project's dedicated MCP.
- Spala Help: Explain what Spala is, what the public MCP does, and where agents should start before authentication.
- Spala Get Onboarding: Return first-call onboarding for agents, including the public MCP role, project MCP role, auth metadata, enabled authenticated handoff, and required first project-MCP calls.
- Spala Get Tool Map: Return machine-readable public MCP vs project MCP routing, auth-gated tool names, OAuth metadata URLs, and exact-URL handoff rules.
Durable, shareable and governed project memory with smart triage and explicit project composition.
Opinionated sprint tracker.
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