Research Agent Python Packages

briefloop

本地多运行时 Agent 工作台：围绕材料研究、生成可编辑报告、独立复核、追溯证据，并从人工反馈持续学习。

web-search-plus-mcp

Give your agent the web as real sources, never made-up answers — an MCP server with 15 search and 9 extract providers plus an optional local, key-free DonSeTch integration.

multacd

Agentic TUI untuk coding & research — BYOK, native provider, ringan Termux

hyperresearch

Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself. Hosted API + MCP: hyperresearch.ai

caesar-agent

Caesar — autonomous AI research agent with graph-based deep web exploration and adversarial answer synthesis. Open-source alternative to ChatGPT Deep Research, Perplexity, and Gemini Deep Research.

lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

shandu

Open-source deep research agent. Ask a question and LLM agents search the web, read pages and PDFs, score source credibility, and write a cited markdown report. CLI and web GUI, runs locally with any LiteLLM model.

researchzosho

Open-source deep research assistant with citations and memory. Ask a question and it searches the web, papers, old newspapers, archives and GitHub, writes a report, checks its citations against the sources, and keeps what it found. Use it for a literature review or your family tree. It runs with a local LLM (Ollama, llama.cpp) or a hosted API.

academic-agent-toolkit

Install MCP tools and AI research skills for literature review, deep research, paper writing, peer review, experiment planning, and academic paper search.

agentic-research-engine

The best $0 research agent that runs on a laptop. Local Gemma 3 4B + SearXNG + trafilatura. CLI · TUI · Web GUI · MCP server · submittable Claude plugin. 264 tests, all mocked.

hotspot-research-cli

AI research agent for trend discovery, public-source analysis, and Lark-ready Chinese briefs.

xscientist

Turn ideas into autonomous research with Git-like evidence histories—inspectable, reproducible, and reversible.

langchain-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

madosho-mcp

a headless retrieval backend. Serves traditional RAG via a tool server or OpenAI shim, drive it from agents over MCP, CLI, or skills, run autonomous research subagents, and rate and compare each pipeline build step in an optional frontend

crewai-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

llamaindex-lastsearch

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarity anti-hallucination. MCP server, REST API, Python SDK.

man1lab

An AI-native platform for research paper reproduction and engineering automation.

auditlint

claude code plugin to catch statistical design errors in comparison code, and dispatches subagents to verify each finding against the surrounding context, and recomputes the corrected result

madosho

a headless retrieval backend. Serves traditional RAG via a tool server or OpenAI shim, drive it from agents over MCP, CLI, or skills, run autonomous research subagents, and rate and compare each pipeline build step in an optional frontend

madosho-cli

a headless retrieval backend. Serves traditional RAG via a tool server or OpenAI shim, drive it from agents over MCP, CLI, or skills, run autonomous research subagents, and rate and compare each pipeline build step in an optional frontend

blackreach

Local-first browser and research agent that preserves progress and verifies outcomes.

deepworm

AI deep research agent. 4 LLM providers (OpenAI, Google Gemini, Anthropic Claude, Ollama). Works 100% free with Ollama + DuckDuckGo. No Langchain, no paid APIs required. CLI + Python API. pip install deepworm