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Miraqo

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Query your SEO data in plain language: rankings, audits, backlinks, competitors and AI visibility.

Mirelia-Structured-Data-Marketplace

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Mirelia-Structured-Data-Marketplace (MCP Server) > A fully autonomous, Agent-to-Agent (A2A) patent data marketplace.

• List Available Categories: Discover available AI-optimized patent data categories. Use this first to find high-demand technology sectors structured for autonomous A2A evaluation.
• Get Packages By Category: Find dataset packages matching a specific category. Returns highly structured JSON patent metadata explicitly designed for LLM consumption and R&D analysis.
• Get Package Details: Retrieve schema preview, total record_count, and price_usd for a specific dataset package. Evaluate this data (including biz_value_prop and attr_performance) to decide whether to

mnemosyne

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Knowledge commons for agent lessons, questions, and direct long-form peer discussions.

Molt2Meet

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Dispatch real-world physical tasks to verified human operators.

MoltArch

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Marketing intelligence API for AI agents.

MoltBook

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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

Moltline Business

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30 finance, bookkeeping, legal-ops and SMB operations skill products.

• List Products: List every product in the Business Suite line with its included skills. FREE. Takes no arguments. Typical input {} returns a list of 30 product objects, each {"slug": "smb-ops-desk", "n
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "smb-ops-desk"} returns {"slug": "smb-ops-desk", "skill": "<skill name>", "instructions
• Unit Economics: Calculate unit economics: margin, break-even, LTV:CAC, and a plain reading. FREE. Typical input {"price": 49, "unit_cost": 12, "fixed_costs_monthly": 8000} returns {"unit_margin": 37.0

Moltline Catalog

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Fleet entry point for Moltline Studio: 22 hosted MCP servers, 160 tools, 110 of them free.

• Search Catalog: Search all 138 catalog products by keyword and/or focus area. FREE. Typical input {"query": "email inbox", "limit": 5} returns a ranked list of product objects [{"slug": ..., "name": .
• Preview Product: Preview one product: metadata, persona teaser, and paid-skill teasers. FREE. Typical input {"slug": "inbox-zero-assistant"} returns {"slug": ..., "name": ..., "tagline": ..., "persona
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "inbox-zero-assistant"} returns {"slug": ..., "skill": "<skill name>", "instructions":

Moltline Code Review

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Risk-scan a diff, flag AI-generated-code tells, find secrets.

• Review Diff: Risk-scan a unified diff the way a senior reviewer triages a PR. FREE. Flags added lines matching known risk patterns — injection sinks, disabled TLS, bare excepts, debug prints, TODOs, N
• Ai Code Smell Scan: Flag the tells of unreviewed AI-generated code in a source file. FREE. Detects comments that restate the next line, leaked assistant preambles, placeholder TODOs, shipped 'Example
• Complexity Report: Report structural complexity of a source file, function by function. FREE. Measures per-function length, max nesting depth, and a cyclomatic-style branch count (if/for/while/case/&&

Moltline Creator

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20 blogging, brand-voice, copywriting, video and social skill products.

• List Products: List every product in the Creator Studio line with its included skills. FREE. Takes no arguments. Returns a list of 20 product objects, each {"slug": "brand-voice", "name": ..., "taglin
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "brand-voice"} returns {"slug": "brand-voice", "skill": "<skill name>", "instructions":
• Analyze Writing: Analyze a draft for readability, passive voice, cliches, and hedging. FREE. Also measures sentence variety and keyword density, and produces a prioritized fix list. Typical input {"te

Moltline Data

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Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth.

• Csv Profile: Profile pasted CSV data column by column with data-quality flags. FREE. Reports per-column type, null rate, unique count, numeric stats (min/mean/max), and top values. Typical input {"csv
• Ab Test: Run a two-proportion A/B significance test with a plain-language verdict. FREE. Typical input {"conversions_a": 120, "visitors_a": 2400, "conversions_b": 156, "visitors_b": 2380} returns {"ra
• Correlation: Compute the Pearson correlation between two numeric series. FREE. Typical input {"x": [1, 2, 3, 4], "y": [2.1, 3.9, 6.2, 8.1]} returns {"pearson_r": 0.999, "r_squared": 0.998, "interpreta

Moltline Educator

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8 curriculum, classroom, accommodations and exam-prep skill products.

• List Products: List the 8 educator products with their included skills. FREE. Takes no arguments. Typical input {} returns a list of 8 product objects, each {"slug": "curriculum-architect-hs", "name":
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "curriculum-architect-hs"} returns {"slug": ..., "skill": "<skill name>", "instructions
• Readability Report: Analyze teaching text with Flesch-Kincaid readability and leveling advice. FREE. Typical input {"text": "<passage>", "target_grade": 6} returns {"flesch_kincaid_grade": 8.2, "readi

Moltline Humanizer

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Find AI-isms with evidence and fingerprint a writing voice from samples.

• Ai Tell Scan: Scan a draft for the measurable tells of AI-generated prose. FREE. Flags stock phrases (with exact quotes), structural reflexes, uniform sentence rhythm, em-dash overuse, and hedging boi
• Voice Fingerprint: Build a measurable voice profile from samples of a person's real writing. FREE. Feed it 2+ samples (emails, posts, essays — 150+ words total) and use the result with humanize_plan /
• Burstiness Report: Map a draft's sentence rhythm and find where it goes flat. FREE. Reports per-sentence lengths, the burstiness coefficient, and runs of similar-length sentences. Typical input {"text

Moltline Merchant

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Processor fees, charge-to-net, invoice totals and proration.

• Processor Fees: Break down payment-processor fees: fee, net, and effective rate. FREE. Uses editable presets for stripe/paypal/square/shopify (verify current rates) or your own custom_pct + custom_fix
• Charge To Net: Compute the gross price to charge so you net a target after fees. FREE. 'Charge X to receive Y' after percentage + fixed processor fees. Typical input {"net_target": 100, "pct_fee": 2.9
• Invoice Total: Total an invoice: per-line totals, subtotal, discount, tax, grand total. FREE. Typical input {"line_items": [{"desc": "Design", "qty": 2, "unit_price": 50}], "tax_pct": 8.5, "discount_p

Moltline Optimize

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Routing, 3-D packing, cutting stock, knapsack and shift rostering with Google OR-Tools, with stated limits and solver status.

• Route Plan: Order up to 12 stops into the shortest single-vehicle route on your distance matrix. FREE. Typical input {"stops": [{"id": "depot"}, {"id": "A"}, {"id": "B"}], "matrix": [[0, 5, 9], [5, 0,
• Route Plan Fleet: Capacitated, time-windowed routing for a fleet over up to 200 stops. PREMIUM (license). Typical input {"stops": [{"id": "depot", "window": [480, 1080]}, {"id": "A", "demand": 3, "win
• Distance Matrix Haversine: Straight-line (great-circle) distance matrix from coordinates. FREE. Typical input {"points": [{"id": "depot", "lat": 51.5, "lon": -0.12}, {"id": "A", "lat": 51.52, "lon": -

Moltline Personal

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20 inbox, calendar, travel, meals and family-logistics skill products.

• List Products: List every product in the Personal Suite line with its included skills. FREE. Takes no arguments. Returns a list of 20 product objects, each {"slug": "inbox-assistant", "name": ..., "ta
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "inbox-assistant"} returns {"slug": ..., "skill": "<skill name>", "instructions": "<ful
• Budget Split: Split monthly income into needs/wants/savings buckets with weekly equivalents. FREE. Defaults to the 50/30/20 rule, fully customizable. Typical input {"monthly_income": 4000} returns {"n

Moltline Recall

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A portable knowledge-graph memory you pass in and get back.

• Graph Upsert: Fold new facts into a memory graph and get the whole graph back. FREE. Idempotent by construction: re-adding the same entity, observation or relation changes nothing, so an agent that re
• Graph Search: Find what the graph knows about something, plus its neighbourhood. FREE. Scores entities by how many query words appear in the name, type and observations, then pulls in whatever is with
• Graph Diff: Say exactly what changed between two versions of a memory. FREE. The audit trail a database gives you for free, without the database. Typical input {"before": {...}, "after": {...}} return

Moltline Research

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7 research navigation, thesis, note-taking and citation skill products.

• List Products: List every product in the Research Desk line with its included skills. FREE. Takes no arguments. Returns a list of 7 product objects, each {"slug": "thesis-advisor", "name": ..., "tagli
• Get Free Skill: Load a product's free gateway skill with its complete instructions. FREE. Typical input {"slug": "thesis-advisor"} returns {"slug": ..., "skill": "<skill name>", "instructions": "<full
• Format Citation: Format a citation in APA 7, MLA 9, or Chicago author-date style. FREE. Typical input {"style": "apa", "authors": ["Curie, Marie"], "year": 1911, "title": "Radium and radioactivity", "

Moltline Shopify

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Check a product CSV, handles, variant matrices and metafield keys.

• Product Csv Check: Check a product CSV's header row against Shopify's current columns. FREE. Catches the failure that wastes the most time: a template copied from an out-of-date guide, using column na
• Url Handle: Turn a product title into a valid, unique Shopify URL handle. FREE. Shopify handles are lowercase, may contain letters, numbers and dashes, and may not contain spaces. Typical input {"titl
• Variant Matrix: Count the variants a set of options produces, and flag the ceilings. FREE. Option counts multiply, so three modest lists become a number nobody intended. Typical input {"options": {"Si

Moltline SKILL.md Lint

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Lint a SKILL.md for frontmatter, structure, secrets and size.

• Lint Skill: Lint one SKILL.md file the way marketplaces and agents parse it. FREE. Checks YAML frontmatter presence and required fields (name, description), description quality, body structure (proced
• Packaging Check: Validate a zip layout plan for a skill marketplace before packaging. FREE. Checks SKILL.md placement rules and flags junk files. Typical input {"file_paths": ["my-skill/SKILL.md", "my
• Regex Test: Test a regular expression against sample strings. FREE. Typical input {"pattern": "v(\\d+)", "samples": ["v12", "beta"]} returns {"pattern": ..., "results": [{"sample": "v12", "match": tru

Moltline TaxLots

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Crypto cost-basis lots (FIFO/LIFO/HIFO/specific-ID), Form 8949 rows and a 1099-DA reconciliation from your own exchange CSVs, in exact decimals.

• Parse Transactions: Normalise an exchange CSV export into the canonical ledger rows. FREE. Supports the Coinbase transaction-history export (Transaction Type / Asset / Quantity Transacted columns), th
• Ledger Lint: Find the problems that break a lot build: missing values, duplicates, negative balances. FREE. Typical input {"ledger": <rows from parse_transactions>} returns {"issues": [{"severity": "e
• Match Transfers: Pair withdrawals with the deposits that received them between your own accounts. FREE. Typical input {"ledger": <rows>, "window_minutes": 1440} returns {"pairs": [{"out": "kr91", "in"

Moltline TimeOps

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Business days, meeting overlap and recurrence expansion, deterministic.

• Business Days: Do business-day math that skips weekends and your holiday list. FREE. Either add N business days to start_date (set add_days), or count the business days between start_date and end_date
• Meeting Overlap: Find the shared meeting window across time zones inside working hours. FREE. Give one UTC offset per participant and an optional working-hours window. Typical input {"offsets_utc": [-
• Recurrence Expand: Expand a recurrence rule into a concrete list of ISO dates. FREE. Set every_days for a fixed interval, or weekly_on for specific weekdays. Typical input {"start_date": "2026-01-05",

Moltline Vision

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Image header probing, bbox conversion, resize plans and colour maths.

• Image Probe: Read an image's format and pixel size from its header alone. FREE. Dimensions live in the first few dozen bytes of PNG, JPEG, GIF, BMP and WebP, so a base64 prefix is enough - you do not
• Bbox Convert: Convert bounding boxes between COCO, Pascal VOC and YOLO. FREE. The three formats disagree on everything: COCO is [x, y, width, height], VOC is [x1, y1, x2, y2], YOLO is [cx, cy, w, h] n
• Resize Plan: Work out the exact scale, padding and crop for a model input size. FREE. Returns the numbers you need to transform boxes alongside the image, which is the step that usually gets skipped.

Free SEO, GEO, and AEO audits: analyze any page or domain, AI-crawler access, agent readiness.

moodtrip-hotel-search

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MoodTrip is an AI-powered hotel search that understands natural language.

• FindHotels: Search for hotels by city, country, dates, and guest count. Returns hotel metadata including name, rating, location, and images.
• SearchHotelsWithRates: Search hotels with real-time pricing and availability. Returns hotels with live rates, cancellation policies, and booking URLs.
• RelaxConstraints: Progressively relax search constraints when initial search returns no results. Adjusts parameters like price range, rating, and amenities.

AI visibility + fact-checks (ChatGPT/Perplexity), review gaps & competitor scans, local SEO.

Create AI images and videos, manage projects and credits, and use workspace campaign context.

Morphed

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Create AI images and videos, manage creative projects and credits, and use saved brand, product, character, and campaign context from your Morphed workspace.

• Get Credits: Return the current Morphed credit balance for the authenticated workspace.
• Get Workspace Context: Return saved brand, product, character, and project context for the authenticated workspace.
• List Models: List generation models available to this workspace, including capabilities and credit pricing.

MotiBlog

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Agent-first SEO research and publishing: competitors, SERPs, internal links, and Search Console.

Run your ecommerce ads from Claude & ChatGPT: Meta, Google, Amazon, Shopify (150 tools)