Lune vs Manifold MCP: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of Lune and Manifold MCP — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

Lune

Retrograde Labs

Freemium

MCP server that grounds AI agents in full-text papers from top-tier computer science conferences plus research best practices.

Full-text Semantic Search: Search plain-language queries across papers from top-tier conferences all at once.
Full-text Reading: Agents read whole papers via get_paper_fulltext rather than abstracts alone.
Citation Tracing: See what a paper builds on and what later work builds on it.
Research Best Practices: Guidance on novelty bars, baselines, ablations and review patterns surfaced when relevant.
Claim Checking: Verify that cited claims match the source papers.
Curated Venues: Only A/A* and CCF A conference papers, filtering out workshop and abstract-only noise.
Works with Many Clients: Install in Claude, ChatGPT, Cursor, Claude Code and dozens of other AI clients.

Literature Review: Find foundational papers and research gaps in a new area.
Novelty Checks: Test whether an idea is already covered by prior work.
Experiment Design: Get baseline and ablation expectations reviewers will look for.
Related-work Writing: Draft positioning paragraphs with citations verified against sources.
Peer Review Prep: Check a draft against common review patterns.
Student Onboarding: Learn the key papers of an unfamiliar subfield.

Manifold

Freemium

Hosted marketing MCP server giving AI agents live SEO, AI-answer, social, ad-library and lead data inside Claude, ChatGPT and Cursor.

SEO Data Tools: Look up ranked keywords, SERPs, domain overviews, keyword ideas and technical crawls so the agent can say what to fix on a page.
AI Answer Tracking: Run a prompt across ChatGPT, Claude, Gemini and Perplexity to see whether a brand is recommended and which pages are cited.
Social and Reddit Search: Search posts, creators, videos and transcripts on TikTok, Instagram, YouTube, LinkedIn, X and Reddit.
Ad Libraries: Pull competitors' live Meta and Google ads, including their copy and how long each has been running.
Lead Research: Find people posting about a problem on LinkedIn and X and retrieve verified work emails.
Credit-Based Pricing Controls: Each tool shows its cost up front, supports per-call spend limits, charges only for results returned and makes failed provider calls free.
One-Minute Setup: Add it to Claude, ChatGPT, Cursor or other MCP apps without managing API keys.

Keyword Gap Analysis: Ask which keywords a site ranks 5-15 for that could reach page one of Google.
AI Visibility Checks: See whether ChatGPT, Claude and Gemini recommend a brand for buyer questions.
Creator Discovery: Find the TikTok and YouTube creators winning a niche and study their top videos.
Competitor Ad Research: Review what a competitor is running on Meta and Google before writing new ads.
Reddit Outreach: Find threads asking for products like yours and draft helpful replies.
Outbound Prospecting: Spot buyers complaining about a competitor and get their work emails.