MCP Server Registry

Scholarly-sources MCP: papers, patents, books, standards — search and cross-reference prior art.

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.

Academic paper PDF translator with Korean language focus, powered by AWS Bedrock and preserving formulas, charts, and layouts

schrodingers-boolean MCP — wraps StupidAPIs (requires X-API-Key)

Science MCP — free science data APIs

Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave proofs, divergence.

This MCP server enables users to perform scientific computations regarding linear algebra and vector calculus through natural language. The server is designed to bridge the gap between users and powerful computational libraries such as NumPy and SymPy. Its goal is to make scientific computing more accessible.

Create and manage tensors to perform linear algebra, matrix decompositions, and vector operations. Analyze systems with determinants, eigenvalues, QR/SVD, projections, and basis changes, and compute gradients, divergence, curl, and Laplacians symbolically. Visualize functions and vector fields to explore behavior and validate results quickly.

Enable advanced scientific reasoning by leveraging graph structures and dynamic confidence scoring to process complex queries. Connect to external databases for real-time evidence gathering and integrate seamlessly with AI clients via the Model Context Protocol. Deploy easily with Docker and benefit from a modular, high-performance Python and FastAPI-based framework.

A Model Context Protocol (MCP) server that enables AI assistants to search, retrieve metadata, and download academic papers directly from Sci-Hub.

A minimalistic MCP client with a good feature set.

Ground answers in scientific literature. Search full text, evaluate trust, access full-text articles

Python toolkit for reproducible science — from raw data to manuscript. Includes 42 modules, 270 CLI commands, 186 MCP tools, and 493 skills.

AI research grounded in 300M scientific works — every citation a verifiable DOI.

Granular permission gateway for MCP agents. Per-agent scopes for Google Drive, Gmail, Calendar.

The official MCP Server for the Scorecard API

Browser automation MCP server with 66 tools. Pure CDP, DOM diffing, vision hybrid.

ScoutAPM Python Agent. Supports Django, Flask, and many other frameworks.

Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Gemini.

MCP server for Scouter APM - enables AI agents to query and analyze application performance data

AI-powered business intelligence MCP server. 7 tools for competitive analysis, company research, market trends, news monitoring, lead discovery, and industry insights. Real-time data from multiple intelligence sources.

The Google for AI agents — company intel, competitor tracking, market research via MCP. JSON output