Search & Research

Academic Research Intelligence MCP

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Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

academic-research-mcp

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Scholarly search: OpenAlex, Crossref, arXiv, OpenCitations and PubMed in one endpoint.

Academic Research MCP — ArXiv & Google Scholar

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Literature-review automation for grad students, R&D teams, and research agents.

• Search Arxiv: Search the arXiv preprint repository for peer-reviewed academic papers in physics, mathematics, computer science, and related fields. Returns paper title, author list, abstract, publicat
• Search Google Scholar: Query Google Scholar for academic papers, citations, and research articles across all disciplines. Returns paper title, authors, publication venue, citation count, abstract prev

ArXiv preprints + Google Scholar papers, with citation counts in one query.

accordo

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Read-only documentation for Accordo, the open-source framework coding agents use to build custom CRMs.

• Search Docs: Keyword search across this framework's documentation set (README, AGENTS, ARCHITECTURE, PRODUCT, DECISIONS and everything under docs/). Returns the file path, the nearest heading and an e
• Get Capability: Resolve a capability from the claims ledger by id (C-nn), by standing-limitation id (L-nn), or by topic. Every capability is returned together with the evidence that proves it and the
• Check Job: Answer "can this framework do X?" against the CRM jobs-to-be-done index. Returns the matching jobs with their status (not supported / partially supported / technically supported / validated

Accrue SEO

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Audit any website from your AI assistant.

• Seo Quick Audit: Quick SEO audit of a single page. Returns score, top issues, and actionable fixes.
• Seo Check Schema: Detect and validate JSON-LD structured data on a page.
• Seo Check Meta: Check title, meta description, OG tags, canonical, and robots directives.

Persistent memory for AI agents.

Achriom

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The media memory layer for AI agents and their humans.

• Search: Search the USER'S COLLECTION by title, creator, genre, or theme. Literal keyword match only - the query must actually appear in the item's title/creator/genre/theme text, or it returns nothing
• Get Details: Get FULL details of an item FROM THE USER'S COLLECTION including AI analysis, user notes, rating, timeline, and all metadata. For albums: includes track list with durations. For box sets:
• Get Stats: Get collection statistics including progress, rating distribution, genre/theme breakdown, and timeline. If no media_type specified, returns combined stats.

Search and get recommendations from your own saved catalog of developer tools and services.

Evidence-based acupuncture protocol matcher – search symptoms, match protocols, browse acupoints.

adamamer20-paper-search-mcp-openai

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Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

AddCal

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Manage the calendars other people subscribe to — not your own schedule.

• Search: Search across calendars, collections, events and RSVP responses in one call, returning the ids each other tool needs. Use this first whenever the user refers to something by name rather than b
• List Calendars: List the calendars belonging to the authenticated user's team, with a count of upcoming events on each. Use this first to find the calendar_id needed by the event tools.
• Create Calendar: Create a new calendar for the authenticated user's team.

Adextract MCP

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Search Meta, Google Ads, LinkedIn, and TikTok ad libraries plus creative analysis via MCP.

AdKit — Ads MCP

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Run ad campaigns and browse ad libraries on Meta, Google, and TikTok — directly from AI coding agents like Claude, Cursor, and Windsurf.

• Adkit Projects: List the user's AdKit projects. Call this FIRST — most tools (manage, library, studio, status, setup) require a projectId. Single-project users auto-resolve; users with several project
• Adkit Status: Return project context, connected platforms, available ad accounts, and Studio setup. Requires projectId from adkit_projects.
• Adkit Setup: Launch browser-based AdKit setup flows. Requires projectId from adkit_projects. Returns dashboard URLs the user can open.

Adlicio

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Customer-voice research: scrape reviews and comments from 30+ sites, find ads, hooks, creators.

Generate ad images and UGC videos, research competitor ads, and manage Meta ad campaigns.

Search US colleges and compare historical admissions, costs and aid using public federal data.

Competitive ad intelligence for AI agents: portfolios, ad/content search, analytics, discovery.

Search your newsletter and YouTube archive, drafted actions and working context from any MCP client.

Research any brand's ads, clone their proven winners, launch on Google and TikTok — from chat.

Aegis Gov Contracts

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SAM.gov federal contracts: search, details, AI bid analysis.

Aegis Prop Trader Drawdown Sentinel

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Real-time capital oversight, drawdown alerts, and news blackout defense for funded prop traders.

AEO Scanner

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AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code.

AEO Scanner

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AI search visibility audit — triple scoring: AEO, GEO, Agent Readiness.

• Scan Site: Quick AI visibility scan. Returns three scores: AEO Score (0-100, AI search engine findability), GEO Score (0-100, AI citation readiness), and Agent Readiness Score (0-100, AI agent interac
• Audit Site: Full AI visibility audit across 58+ checks in 12 categories (4 AEO + 4 GEO + 4 Agent Readiness). Returns detailed per-check scores with specific issues and recommendations, AI Identity Car
• Fix Site: Generate complete fix code for all AI visibility issues across AEO, GEO, and Agent Readiness. Returns working code you can apply directly — schema generation, robots.txt, sitemap, llms.txt,

AEONOS — AI Search Visibility Agent

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Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) agent.

• Aeonos Query: Ask AEONOS any AEO/GEO question. Get citation tactics, quick wins, keyword strategy, or AI visibility advice for any website. Returns structured Markdown. 0.05 USDC per call.
• Aeonos Audit: Full AEO/GEO audit. Returns AI readiness score (0–100), four-layer analysis, and P1/P2/P3 action roadmap. 1.00 USDC per call.
• Aeonos Schema: Generate production-ready JSON-LD Schema.org markup (FAQPage, Product, Service, LocalBusiness, HowTo). Returns valid JSON-LD ready for <head> injection. 0.50 USDC per call.

aether-developer

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Cited search over SEC filings, earnings transcripts and EU regulation, with fetch mode.

AETumi MCP

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AETumi MCP — the AI-native gateway to premium, luxury 3D web.

• Search Assets: Search AETumi premium, luxury 3D web assets — production-ready Three.js/WebGL scenes, components, sections and full templates. Real catalog; supports pagination.
• Get Asset: Full public detail of one premium AETumi 3D web asset by id.
• List Categories: AETumi asset categories and industries with counts.

Realtime package holiday and charter flight prices from Denmark.

afgong-sqlite-mcp-server

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Explore your Messages SQLite database to browse tables and inspect schemas with ease.

Agent Arena Registry

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On-chain ERC-8004 agent registry.