Research & Analysis MCP ServersResearch & Analysis

Openfoam MCP Server

LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic questioning and expert error resolution

Agentic Stock Research System

A sophisticated multi-agent AI system for analyzing Indian NSE-listed stocks using real-time data, technical indicators, news sentiment, and advanced AI reasoning.

CiteProof AI MCP

Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and claim checks, and reproducible exports with human oversight.

Operon

AI-powered IDE for bioinformatics — built by biologists, for biologists

Academia MCP

Academia MCP server: Tools for automatic scientific research

Vertex AI MCP Server

MCP server for Vertex AI and Gemini tools, including grounded answers, documentation research, and filesystem workflows.

Agent Reliability Analyzer

Agent Reliability Analyzer: deterministic scanner that finds and fixes AI agent reliability failures

Pagespeed Insights MCP

MCP server for Google PageSpeed Insights & Chrome UX Report APIs. Analyze, compare, and optimize web performance directly through Claude, Cursor, or any MCP-compatible AI client.

Codescene MCP Server

The CodeScene MCP Server exposes CodeScene’s Code Health analysis as local AI-friendly tools.

Deepticket

An AI troubleshooting workbench for internal systems: it integrates ticketing and alerting systems via HTTP APIs and webhooks, connects code, logs, configurations, and agents, and provides a web-based self-service analysis interface for product, operations, and customer support teams.

Agent Reliability Rules

Deterministic agent reliability detection rules for the Trustabl Analyzer

Overleaf MCP Server

MCP server for Overleaf projects. Syncs LaTeX files via Git, parses sections, equations, and citations, and exposes them to AI clients for assisted paper review, LaTeX fixes, and content generation.

Osint MCP Server

OSINT intelligence MCP server for AI agents — 37 tools, 12 sources. Shodan, VirusTotal, Censys, SecurityTrails, DNS reconnaissance, WHOIS, certificate transparency, BGP routing, Wayback Machine, GeoIP. Automated open source intelligence and attack surface mapping via Model Context Protocol.

Finviz MCP Server

MCP server providing stock screening, fundamental analysis, news, and SEC filing tools powered by Finviz.

ChatSpatial

MCP server for spatial transcriptomics analysis through natural language interfaces.

AetherLink SDR MCP

MCP server for Software Defined Radio — control RTL-SDR & HackRF from Claude/LLM. ADS-B aircraft tracking, AIS ship tracking, POCSAG pager decoding, Meteor-M satellite imaging, ISM band scanning, spectrum analysis, and more.

Mobus

Search, preview, and analyze datasets from 20+ platforms via a single MCP connector. Works with Claude instantly.

Gitcontribute

Contribution research for agents: check repository guidance, related work, code context, and validation before writing a patch.

Llmquant Hermes

Turn your Hermes agent into a financial analyst — on-demand equities / macro / options / prediction-market analysis, plus a standing watch: morning brief, earnings, 13F diffs, Polymarket. Powered by LLMQuant Data.

Trustabl Vscode

Agent Reliability Analyzer extension for VS Code and Cursor: find agent reliability issues

Scoop Bucket

Agent Reliability Analyzer CLI for Windows: find and fix agent reliability issues

Homebrew Tap

Agent Reliability Analyzer CLI for macOS and Linux: find and fix agent reliability issues

Npm Sentinel MCP

A powerful Model Context Protocol (MCP) server that revolutionizes NPM package analysis through AI.

Mockloop MCP

Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.