AI Research Tools

Easily deploy managed PostgreSQL (pg), Kafka, OpenSearch, Clickhouse and other databases, streaming and apps. Free tier available, up and running in minutes.

Guide developers through adding maps, places search, geocoding, routing, and other geospatial features with Amazon Location Service, including authentication setup, SDK integration, and best practices.

Asana project management integration. Connects Claude Code to Asana's V2 MCP server to create and manage tasks, search projects, update assignments, and track progress. Requires a one-time Asana OAuth app setup — run /asana-setup after i…

Atlan data catalog plugin for Claude Code. Search, explore, govern, and manage your data assets through natural language. Powered by the Atlan MCP server with semantic search, lineage traversal, glossary management, data quality rules, a…

Connect to Atlassian products including Jira and Confluence. Search and create issues, access documentation, manage sprints, and integrate your development workflow with Atlassian's collaboration tools.

Teamwork Graph CLI is Atlassian's agent-first interface to your entire work context: Jira issues, Confluence pages, Bitbucket PRs, along with your connected third-party data sources. Purpose-built for coding agents like Claude Code (term…

Official Bigdata.com plugin providing financial research, analytics, and intelligence tools powered by Bigdata MCP.

Work with your Box content directly from Claude Code — search files, organize folders, collaborate with your team, and use Box AI to answer questions, summarize documents, and extract data without leaving your workflow.

Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot detection/CAPTCHA bypass), search Google with structured JSON results…

Give Claude a real browser — your Chrome or a Browser Use Cloud browser. Use it whenever a task involves a website or web app: browsing, scraping and data extraction, filling forms, testing sites, taking screenshots, automating web workf…

Manage the Carta CRM conversationally — search, add, update, and enrich investors, companies, contacts, deals, notes, and fundraisings via the Carta CRM MCP Server.

AI-assisted development of SAP Cloud Application Programming Model (CAP) projects. Search CDS models and CAP documentation.

Control and inspect a live Chrome browser from your coding agent. Record performance traces, analyze network requests, check console messages with source-mapped stack traces, and automate browser actions with Puppeteer.

Circleback conversational context integration. Search and access meetings, emails, calendar events, and more.

Work with Clay from Claude Code: set up and sign in to the clay CLI, query and analyze Clay tables, search Clay's GTM database for people and companies, manage audiences, signals, routines and workflows, and draft and review Sequencer ca…

Connect Claude to your ClickHouse Cloud databases. Browse organizations, services, databases, and table schemas. Run read-only SQL queries against your data and get instant analytical answers. Monitor service backups, review billing cost…

DataHub development and interaction toolkit with connector planning, PR review, catalog search, metadata enrichment, lineage tracing, data quality management, and connection setup skills

The Dropbox plugin for Claude connects your Dropbox files directly to Claude, so you can search, organize, save generated content, and create sharing links without switching tools. It respects your existing Dropbox permissions, and Claud…

DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB extensions.

Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers, and more.

Web scraping and crawling powered by Firecrawl. Turn any website into clean, LLM-ready markdown or structured data. Scrape single pages, crawl entire sites, search the web, and extract structured information. Includes an AI agent for aut…

Forge-focused skills and MCP configuration for Atlassian Forge: scaffold and deploy apps (forge create, templates, dev spaces), build Teamwork Graph connectors for Rovo Search/Rovo Chat, pre-deploy review, systematic debugging, plus Forg…

Official GitHub MCP server for repository management. Create issues, manage pull requests, review code, search repositories, and interact with GitHub's full API directly from Claude Code.

Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by the GovTribe connector.

AI code review agent for GitHub and GitLab. View and resolve Greptile's PR review comments, run reviews on your working branch, and search your organization's knowledge base and coding patterns, directly from Claude Code.

Deploy, manage and monitor your Hostinger services directly from Claude Code. The plugin connects Claude to Hostinger's remote MCP server, so you can ship sites and apps, manage domains and DNS, run WordPress and operate VPS servers with…

Find and verify professional email addresses, search contacts by domain, and enrich company data -- directly in Claude.

Intercom integration for Claude Code. Search conversations, analyze customer support patterns, look up contacts and companies, and install the Intercom Messenger. Connect your Intercom workspace to get real-time insights from customer data.

Turn website visitor signals into pipeline with Leadfeeder: daily visitor briefs, visitor company research, buyer and contact discovery, personalised outreach drafts, and adding companies to your Leadfeeder lists, via the Leadfeeder conn…

Linear issue tracking integration. Create issues, manage projects, update statuses, search across workspaces, and streamline your software development workflow with Linear's modern issue tracker.

LinqAlpha financial research in Claude: guided setup for the LinqAlpha connector, capability-based source selection for fundamentals, estimates, transcripts, filings and market data, and an optional, opt-in default-source preference you …

Precise local semantic code search via MCP. Indexes your codebase with Go AST parsing, embeds with Ollama or LM Studio, and exposes vector search to Claude through an MCP server — no cloud, no npm.

Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

Notion workspace integration. Search pages, create and update documents, manage databases, and access your team's knowledge base directly from Claude Code for seamless documentation workflows.

Pinecone vector database integration. Streamline your Pinecone development with powerful tools for managing vector indexes, querying data, and rapid prototyping. Use slash commands like /quickstart to generate AGENTS.md files and initial…

Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

Browser automation and end-to-end testing MCP server by Microsoft. Enables Claude to interact with web pages, take screenshots, fill forms, click elements, and perform automated browser testing workflows.

Agent skills for Qdrant vector search covering scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, and Java.

MCP server for AI coding agents to create, manage, and interact with Quarkus applications. Provides tools for project scaffolding, dev mode lifecycle, extension skills, Dev MCP proxy, and documentation search.

Redis development best practices — data structures, query engine, vector search, caching, and performance optimization

Build Salesforce apps and agents using these core building blocks: metadata, Apex, deploy/retrieve, security, reporting, and generated installed-versus-available capability discovery.

Sentry error monitoring integration. Access error reports, analyze stack traces, search issues by fingerprint, and debug production errors directly from your development environment.

Shopify's AI Toolkit provides 18 development skills for building on the Shopify platform, covering documentation search, API schema access, GraphQL and Liquid code validation, Hydrogen storefronts, Polaris UI extensions, store management…

Slack workspace integration. Search messages, access channels, read threads, and stay connected with your team's communications while coding. Find relevant discussions and context quickly.

Code search and understanding across codebases. Search, read, and trace references across repositories; analyze refactor impact; investigate incidents via commit and diff search; run targeted security sweeps.

Query the StackHawk platform API for security posture reporting, findings analysis, and app management. Guides agents through authentication, data retrieval, and result presentation.

Connects Claude Code to the Synthflow AI voice-agent platform through its hosted MCP server, with skills for reviewing calls and auditing agent prompts, plus a docs-search connector.

Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.

Vanguard Advisor Tools for financial professionals: research and compare funds and ETFs across the industry and prepare for client conversations, using Vanguard's advisor connector in Claude.

Vibe Prospecting connects Claude to live B2B company and contact data so users can search, match, enrich, filter, and export prospects at scale. It turns natural-language requests into structured GTM workflows for lead generation, CRM en…

You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI, LangChain, Microsoft Teams.ai, direct REST API, and bash CLI.

Zilliz Cloud management plugin with 14 skills covering cluster lifecycle, collection schema, vector search, index tuning, bulk import, RBAC, backups, and monitoring.

Search companies and contacts, enrich leads, find lookalikes, and get AI-ranked contact recommendations. Pre-built skills chain multiple ZoomInfo tools into complete B2B sales workflows.

A Playwright-based skill for testing local web applications, inspecting UI behavior, capturing screenshots and reading browser logs.

An ADK research agent sample for investigating questions with search.

An ADK retrieval-augmented agent sample using search.

An ADK sample agent that retrieves information with vector search.

A community-contributed ADK financial research and analysis agent sample.

A community-contributed ADK sample for auditing LLM responses.

A community-contributed ADK agent sample for finding retail products.

A Microsoft MCP server for browser automation using Playwright.

An AWS Labs MCP server for retrieving and searching AWS documentation.

Deprecated Elastic MCP integration for interacting with Elasticsearch data. The publisher states it has been superseded by the Elastic Agent Builder MCP endpoint.

Brave’s MCP server provides web, news, image, video and local search through the Brave Search API.

Exa’s MCP server gives AI assistants web search, page content retrieval and research tools.

Firecrawl’s MCP server provides web search, page scraping, site crawling and structured content extraction.

Tavily’s MCP server gives AI assistants web search, content extraction, site mapping and crawling tools.

Qdrant’s MCP server stores and retrieves semantic memories for AI assistants using a Qdrant database.

Pinecone’s developer MCP server searches documentation and manages and queries indexes with integrated inference. Indexes without integrated inference are not supported.

Aggregate recent content on a topic: Web Search (News) gathers articles, a Batch Run summarizes each one, and an Agent curates them into a clean digest that is shown and saved to a file.

Ask a research question and get a thorough, synthesized answer. Three Agents collaborate: a planner, a web researcher (core Web Search), and a synthesizer.

Ask questions about your own document using a built-in Knowledge Base (RAG). File ingests into the KB; an Agent answers from retrieved context. No external vector database required.

Self-contained hybrid RAG on one canvas: an ingestion branch (File -> Split Text -> Astra DB) to populate the collection, and a search branch (semantic vector + keyword lexical, reranked) where an Agent extracts the lexical keywords.

Generate an Instagram caption + image prompt from a topic. A two-Agent chain: a Caption Agent researches the topic with the core Web Search tool (DuckDuckGo, no key) and writes the caption, then an Image Agent appends a matching image pr…

An example of performing a vector search against data in a Knowledge Base to retrieve relevant documents.

Research a company and extract a structured profile (pricing, plans, market, features, target industries).

A Price Deal Finder Agent: searches the web (incl. coupon news), reads listings (URL), computes savings (Calculator) and remembers your watchlist (Memory), returning the best deals as a structured table.

This template iterates over search results using LoopComponent and translates each result into Portuguese automatically. 🚀

A generic three-step agent pipeline: a Research Agent (Web Search) gathers information, an Analysis Agent analyzes it, and a Writer Agent synthesizes both into a final report. Generalized from the finance-specific original;

A starter Agent with tools: core Web Search (find info) and URL (read a page), plus the Agent's built-in calculator and current-date tools.

A general social-media research Agent: it searches the web (core Web Search) and reads pages (core URL tool) to gather current information, then completes your task. Replaces the Apify google-search and TikTok scraper tools with core tools.

Three Agents plan a trip: research the destination (core Web Search), draft the itinerary (URL), and budget it (Calculator).

Load your data for chat context with Retrieval Augmented Generation.