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.
Codanna
Local code intelligence MCP server and CLI for AI coding agents
Corbell
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
Cti Expert
CTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, deterministic case pipeline + ICD-203 reports. No API keys required for core.
Tda
TDA - Thread Dump Analyzer (for Java). Analyze your Thread Dumps with a GUI or use it as MCP Server.
Claude AI MCP
Report issues related to MCP integration with Claude here.
Prometheus MCP Server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Mcd Wrapped
M-CODE WRAPPED · 麦当劳数据全景报告 + 个人年报 + 方言播报
Polymarket Paper Trader
Paper trading simulator for Polymarket
Notebooklm Skill
NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.
Google News Scraper
Lightweight scraper for Google News
Gptr MCP
MCP server for enabling LLM applications to perform deep research via the MCP protocol
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.
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.
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
MCP 1c
MCP server for 1С:Enterprise — AI assistant sees your configuration and generates accurate BSL code. One binary, zero dependencies, 19 tools.
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.
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:
Apple Mail MCP
MCP server giving AI assistants full access to Apple Mail - read, search, compose, organize & analyze emails via natural language
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.
List refreshed November 15, 2026. Data comes from public GitHub repositories.