AgentScout / Research

Research AI agent tools

48 research tools in the AgentScout directory, each with a link-checked listing.

Updated

There are 48 research tools: 29 open source, 11 free or freemium, 6 paid, usage-based or enterprise, 2 pricing on the maker's site.

Quick comparison Top 10 of 48 listed below. Pricing as the maker states it; blank means we don't have it.

ToolPricingBest forOpen source
Agentic ScientistOpen sourceResearch the webYes
OpenOSINTOpen source + cloudResearch the webYes
AutoScientistsOpen sourceResearch the webYes
OpenCity RecordFreemiumResearch the web
Paper Search MCPOpen sourceResearch the webYes
LLM for ZoteroOpen sourceBuild an agentYes
EvoScientistOpen sourceResearch the webYes
DeepAnalyzeOpen sourceWrite codeYes
HyperresearchOpen source + cloudBuild an agentYes
Claude Scientific WriterOpen sourceResearch the webYes

Tasks in this category

Showing 48 of 48 tools

Agentic Scientist logo

Agentic Scientist

NewresearchOpen source

Sakana AI's open-source pipeline that turns coding agents such as Claude Code, Codex, Cursor and Gemini CLI into AI scientists: from a task file they propose ideas, run and score experiments and ablations, then write the paper.

Added

OpenOSINT logo

OpenOSINT

NewresearchOpen source + cloud

An open-source OSINT engine with about 20 passive investigation tools usable from a CLI, a web UI or an MCP server for AI assistants, with hosted monitoring and due-diligence plans.

Added

AutoScientists logo

AutoScientists

NewresearchOpen source

A research system from Harvard's Zitnik lab where teams of LLM agents self-organize to plan and run long-running scientific experiments.

Added

OpenCity Record logo

OpenCity Record

NewresearchFreemium

OpenCity Record makes US city council and planning meetings searchable in plain language: what was decided, who voted and what is coming up, drawn from meeting transcripts, agendas and ordinances across hundreds of cities. Connect it to Claude, ChatGPT or Cursor through its remote MCP server and ask questions about your local government, with every answer citing the meeting it came from.

Added

Paper Search MCP logo

Paper Search MCP

NewresearchOpen source

MCP server and CLI that searches and downloads academic papers from arXiv, PubMed, bioRxiv, Semantic Scholar and other sources for research agents.

Added

LLM for Zotero logo

LLM for Zotero

NewresearchOpen source

Zotero plugin that adds a research agent to your library so you can ask questions about papers, compare sources and save notes without leaving the reader.

Added

EvoScientist logo

EvoScientist

NewresearchOpen source

Self-evolving AI scientist system that autonomously explores research ideas, runs experiments and improves with growing skills and memory.

Added

DeepAnalyze logo

DeepAnalyze

NewresearchOpen source

Agentic LLM from Renmin University that autonomously runs data science pipelines and produces analyst-grade research reports.

Added

Hyperresearch logo

Hyperresearch

NewresearchOpen source + cloud

Deep research harness that turns Claude Code or Codex into a research agent building a persistent, searchable wiki, with a hosted API and MCP.

Added

Claude Scientific Writer logo

Claude Scientific Writer

NewresearchOpen source

K-Dense's general-purpose scientific writing agent for Claude that drafts research papers and documents.

Added

AIDE ML logo

AIDE ML

NewresearchOpen source

Tree-search agent that drafts, debugs and benchmarks machine-learning code until a target metric is optimized.

Added

MLE-Agent logo

MLE-Agent

NewresearchOpen source

Pairing agent for ML engineers and researchers that builds baselines, plans with arXiv and Papers with Code, and works through Kaggle tasks.

Added

MemFree logo

MemFree

NewresearchOpen source + cloud

Hybrid AI search engine that answers from your knowledge base and the web, and generates UI pages.

Added

Gemini Notebook logo

Gemini Notebook

NewresearchSee site

Google's AI research tool, formerly NotebookLM, that analyzes the sources you upload and turns them into summaries, answers and new formats.

Added

Consensus logo

Consensus

NewresearchFreemium

AI academic search engine over peer-reviewed literature for finding, organizing and analyzing scientific research.

Added

Hex logo

Hex

NewresearchFreemium

Analytics platform for humans and agents, with conversational analytics, notebooks and context management for data teams.

Added

Dot logo

Dot

NewresearchFreemium

AI data analyst that answers data questions, runs root-cause analysis and sends automated reports.

Added

AskYourDatabase logo

AskYourDatabase

NewresearchPaid

Chat-with-your-database tool that answers natural-language questions over Postgres, MySQL, BigQuery, Snowflake and more with SQL and charts.

Added

Extruct AI logo

Extruct AI

NewresearchFreemium

Company research API for AI that finds and researches companies from a 10M-company index or the live web, with sources.

Added

Fabi.ai logo

Fabi.ai

NewresearchSee site

Discontinued: the AI data analysis platform that combined SQL, Python and AI shut down in 2026 after its team joined Omni (announced May 26, 2026); app.fabi.ai now shows a shutdown notice.

Added

OpenScience logo

OpenScience

NewresearchOpen source

Research agent workbench that reads the literature, writes and runs code and experiments and logs every step, with skills and connectors for databases like PubMed, UniProt and arXiv.

Added

Paper2Agent logo

Paper2Agent

NewresearchOpen source

Multi-agent system that turns a research paper and its code into a working MCP server and agent skills you can query and run.

Added

Google Deep Review logo

Google Deep Review

NewresearchFreemium

Google Research's multi-agent system that checks research papers, design docs, and legal or financial documents for logical gaps and unsupported claims.

Added

GPT Researcher logo

GPT Researcher

researchOpen source

Autonomous agent that researches the web and writes cited reports.

Added

Elicit logo

Elicit

researchFreemium

Research assistant that finds and summarizes academic papers.

Added

STORM logo

STORM

researchOpen source

Stanford system that writes Wikipedia-style articles from web research.

Added

Firecrawl logo

Firecrawl

researchOpen source + cloud

Turns websites into clean, LLM-ready data for agents.

Added

Exa logo

Exa

researchFreemium

Search API built for AI agents.

Added

Tavily logo

Tavily

researchFreemium

Search and extraction API tuned for agents.

Added

Dashworks logo

Dashworks

researchPaid

AI assistant that answers questions from your company's apps and knowledge.

Added

Hebbia logo

Hebbia

researchEnterprise

AI platform for finance and legal teams that runs agents across large document sets.

Added

Kater logo

Kater

researchPaid

AI data analyst that answers business questions from your data warehouse.

Added

Agent-Reach logo

Agent-Reach

researchOpen source

Lets an AI agent read and search sites like X, Reddit, YouTube and GitHub through one toolkit, without paid APIs.

Added

Deer Flow logo

Deer Flow

researchOpen source

ByteDance's open-source long-horizon agent harness that researches, codes and creates using sandboxes, memory and sub-agents.

Added

Vane logo

Vane

researchOpen source

Open-source AI answering engine that searches the web and replies with sources, self-hostable.

Added

DB-GPT logo

DB-GPT

researchOpen source

Open-source agentic data assistant for querying and analyzing data with LLMs.

Added

WrenAI logo

WrenAI

researchOpen source + cloud

Generative BI for agents: governed text-to-SQL with a semantic context layer.

Added

SurfSense logo

SurfSense

researchOpen source

Privacy-focused, open-source NotebookLM alternative with a research agent over your sources.

Added

Feynman logo

Feynman

researchOpen source

Open-source research agent that searches, reads papers and writes cited reports.

Added

Deep Research (u14) logo

Deep Research (u14)

researchOpen source

Deep research app that works with any LLM and exposes an API and MCP server.

Added

PipesHub logo

PipesHub

researchOpen source

Open-source context layer that indexes company knowledge for AI agents and search.

Added

MiroFlow logo

MiroFlow

researchOpen source

Research agent framework with web UI supporting MiroThinker and other models.

Added

ToolUniverse logo

ToolUniverse

researchOpen source

Harvard's collection of scientific tools for AI scientist agents.

Added

Anamap logo

Anamap

researchPaid

AI analytics agent that investigates conversion and revenue changes using your data and release history.

Added

Kuration AI logo

Kuration AI

researchPaid

Builds and maintains your own B2B database with AI agents that pull from registers, trade shows and maps.

Added

Bruin logo

Bruin

researchOpen source + cloud

Open-source, AI-powered data platform covering ingestion, pipelines and quality checks.

Added

CoChat logo

CoChat

researchFreemium

AI research agents that gather verified sources and organize findings.

Added

Querri logo

Querri

researchFreemium

AI data analyst that cleans scattered data and answers questions in plain English.

Added

Top research repos on GitHub (28)

RepoGitHub starsLicenceLast push
Agent-Reach ↗98,176MIT2026-10-07
Deer Flow ↗83,959MIT2026-10-21
Vane ↗37,364MIT2026-09-01
STORM ↗31,627MIT2025-09-30
GPT Researcher ↗30,082Apache License 2.02026-10-10
DB-GPT ↗20,156MIT2026-10-20
WrenAI ↗17,881Apache-2.0 for code; CC BY 4.0 for docs2026-10-21
SurfSense ↗16,459Apache-2.02026-10-21
Feynman ↗9,976MIT2026-10-19
EvoScientist ↗4,984—2026-10-21
DeepAnalyze ↗4,727—2026-10-13
Deep Research (u14) ↗4,695MIT2026-06-18
OpenScience ↗4,043Apache License 2.02026-10-20
Hyperresearch ↗3,875—2026-10-10
PipesHub ↗3,837Apache License 2.02026-10-21

Top 15 of 28 by stars. Stars and licence come from each repo, checked when the listing was last verified.

All categories

Related searches

Who uses these

Best-of lists

Alternatives pages

Facts come from our directory listings; pricing is as each maker states it. Check official sites before you choose.

Get the best new AI agents, weekly

One short email with new tools, launches and what's worth trying. Free, unsubscribe anytime.