Research

Lets AI agents search, run, and read results from thousands of web scraping and automation Actors on Apify Store.

Provides AST-based semantic code search for local repositories using incremental re-indexing and natural language queries.

Lets an AI client fetch web pages with stealth HTTP or real browsers, bypass Cloudflare, and extract data using CSS selectors.

Builds a structural knowledge graph of your codebase to enable semantic search and call-graph resolution for token-efficient code reviews.

A local-first search engine and MCP server that indexes code, docs, and logs to provide cited answers and agent memory for AI clients.

Provides AI assistants with real-time web search, reasoning, and deep research capabilities using the Perplexity API.

Maps lab results to LOINC codes and UCUM units and symptoms to ICPC-3 codes for AI agents, offline and without an API key.

Query and explore ClickHouse clusters and chDB embedded databases with SQL from an AI client.

Provides an ecosystem of over 2,700 scientific tools, datasets, and machine learning models for AI agents to perform research and data analysis.

Connects R or Python sessions in RStudio or Positron to LLM agents for interactive data analysis, code execution, and automated manuscript auditing.

Automates the machine learning research lifecycle from literature survey and hypothesis generation to verifiable experiment execution and paper writing.

Lets an AI client search Federal Register rules, notices, executive orders, and FAR case histories and track open comment periods.

Provides a local knowledge graph that connects source code, documentation, and infrastructure to give AI agents structural context.

Lets an AI client read, write, and search a local-first knowledge graph stored as Markdown files.

Fetches up-to-date, version-specific library documentation and code examples into an AI coding agent's context.

Lets an AI client search, scrape, crawl, map, and interact with web pages as clean Markdown or structured data.

Gives AI clients semantic search over official Microsoft docs, page fetching as markdown, and Azure code sample lookup.

Lets an AI client search, inspect, lint, and install Agent Skills (SKILL.md) from the SkillMD registry.