Research & Analysis Listings
Compare the best open-source listings for research & analysis. Deep research, reports and insight generation. Ranked by GitHub stars, with install commands, what each one can touch and scan reports where available.
In Memoria
Persistent Intelligence Infrastructure for AI Agents
Deepresearch Agent
一个生产级的深度研究 Agent 系统,从零构建多智能体编排、Red-Blue 对抗降噪、 语义级上下文压缩、跨 Agent 共享记忆四大核心能力,配套 165 次独立实验 + Bootstrap 统计显著性检验的完整评测体系。
Anti Autoresearch
Don't trust an autoresearch paper at face value. Reviewer-side integrity forensics (self-consistency + fabrication), deterministic verdict. 61 signals: 46 integrity hack-patterns (families A–H, verdict-bearing) + 13 zero-weight AI writing-style impressions (AIS) + 2 advisory. Not an opaque AI-text classifier. The dual of ARIS.
Benzi
Benzi is code intelligence infrastructure for AI models. It compiles your codebase into a resolved, queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Every language runs its own tree-sitter grammar into the same query map.
Semantic Scholar Fastmcp MCP Server
A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
Axon MCP Server
Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants
Arbor
Graph-native code intelligence that replaces embedding-based RAG with deterministic program understanding.
Claudeus Wp MCP
Claudeus WordPress MCP Server
OmicsClaw
Conversational & memory-enabled AI research partner for multi-omics analysis. CLI + Desktop App (installers in Releases). From biological idea to full research paper.
Self Improving Agents
Self-Improving Agents -- A Progression Four levels of self-improving code agents, from the simplest loop to a full adversarial arena with self-modifying agents. Each level adds one key idea.
MCP Virustotal
MCP server for VirusTotal API — analyze URLs, files, IPs, and domains with comprehensive security reports, relationship analysis, and pagination support.
GTA
[NeurIPS 2024 D&B] GTA: A Benchmark for General Tool Agents & [arXiv 2026] GTA-2
Mazzap
Mazzap, part of the Mazzstack: essentials for the Singularity Slowlife
Arxiv Latex MCP
MCP server that uses arxiv-to-prompt to fetch and process arXiv LaTeX sources for precise interpretation of mathematical expressions in scientific papers.
Matryoshka
MCP server for token-efficient large document analysis via the use of REPL state
Velocity
Self-hosted flight and ship tracker that keeps its own history: rewind any moment, every contact with its source and age. No API keys.
Octagon MCP Server
An MCP server for public & prediction markets research. Ask natural-language questions and get structured, source-backed answers across SEC filings, earnings transcripts, company financials, stock & crypto market data, and prediction markets news & research. Built for investors, analysts, and researchers who need fast, cited intelligence.
ArgusAgent
A persistent, reviewed multi-agent runtime for long-horizon research and engineering.
Code Pathfinder
Static Code Analysis for security teams with Inter file taint analysis. Built for finding vulnerabilities, advanced structural search, derive insights and supports MCP
Paper Preflight
Pre-submission integrity gate for LaTeX papers: every reference verified against real scholarly records. No LLM guessing.
Leantoken
Code intelligence for agents: find the code that matters and keep your context window and tokens lean.
Caido MCP Server
MCP server for Caido proxy integration. Enables AI assistants like Claude Code to browse, analyse, and interact with HTTP traffic.
Research Claw
A self-hosted AI assistant for academic research — manages your papers, searches literature, tracks deadlines, and answers you on the channels you already use.
RivalSearchMCP
Deterministic research MCP server on FastMCP 3 — 5-engine web search, 9-platform social search, 6 academic DBs, news aggregation, entity profiles, conflict detection, document analysis. No API keys. No in-server LLM. Structured outputs for agent chaining.
List refreshed November 15, 2026. Data comes from public GitHub repositories.