Research & Analysis MCP Servers
Compare the best open-source MCP servers 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.
Agent Skills Hub
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
Labrat
PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.
Google News Scraper
Lightweight scraper for Google News
Research Toolkit
Research methods, workflow tools, and independent review for AI agents, packaged as a Skill, plugin, and local MCP server.
Google Surf MCP
Turn Google Search, Papers, and Codebases into an Automatic Local Knowledge Graph for AI Agents.
AutoResearch SibylSystem
Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code
Papergraph MCP
PaperGraph MCP turns math papers into evidence-grounded reading maps for AI agents: extract results, trace proof evidence, plan reading order, and review external dependencies without guessing.
Enola
Understand, analyze, and govern software systems across repositories, languages, and technologies.
Codeindex
Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.
MCP Echarts
🧬 Generate visual charts using ECharts with AI MCP dynamically, used for chart generation and data analysis.
Arkana
Arkana - Your entire malware analysis lab, behind one AI prompt. 250+ MCP tools for binary analysis with Claude Code or other MCP
Scholar Search MCP
An MCP server for academic paper search that integrates with AI assistants (e.g., Claude Code, Cursor), enabling them to search and retrieve academic paper metadata.
MCP 1c
MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 19 tools.
Apple Mail MCP
MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language
Weather MCP Server
A lightweight Model Context Protocol (MCP) server that enables AI assistants like Claude to retrieve and interpret real-time weather data. Discuss on Hacker News:
Google Analytics MCP
Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, server-side aggregation, and safe defaults that reduce data wrangling.
ZotSeek
AI semantic search for Zotero, with a built-in MCP server for AI agents (Claude Code, Codex). Find papers by meaning. 100% local and private.
Facebook MCP Server
Facebook MCP server for automating posts, comment moderation, insights, and sentiment filtering.
Gograph
Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.
SharpToolsMCP
A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.
Parse Dmarc
DMARC aggregate report parser with a built-in dashboard. One Go binary, IMAP in, SQLite, Prometheus metrics, MCP server. Apache-2.0.
Perfetto MCP
This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses.
Rmcp
R MCP Server
Agentic AI
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24 domains.
List refreshed November 15, 2026. Data comes from public GitHub repositories.