MCP servers for documentation, knowledge bases, education, research and reference data. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Local OpenAlex database with 284M+ works, abstracts, and semantic search
MCP server exposing cypari2 (PARI/GP) number theory library
Block-based PDF extraction MCP server optimized for LLM consumption
Python sandbox MCP server for matplotlib visualization
Comprehensive Model Context Protocol server with 52 statistical analysis tools for Claude Desktop and Claude web, featuring HTTP transport, interactive documentation, and production deployment
Production-grade MCP server for CERN ROOT file analysis
MCP server for real-time library documentation access across multiple package ecosystems.
Multi-agent scientific literature research system with persistent memory
LaTeX manuscript compilation system for scientific documents with MCP server
A Sequential Thinking MCP Server for advanced problem solving
Verified knowledge base for AI agents — stop hallucinations with certified, source-backed facts via MCP
Math MCP Server — symbolic computation, calculus, linear algebra, number theory, statistics, and unit conversion via MCP
Federated TCR analysis: records retrieval, germline allele assignment, reconstruction, dossiers, and similarity, over a web UI, REST API, and MCP server
An MCP server that drives VMD for GROMACS/LAMMPS trajectory analysis, scripted rendering, and clathrate-hydrate cage science (H-bond networks, F3/F4 order parameters).
Open-source, license-free MCP server for RTL waveform debug (name-reservation placeholder; full release coming soon).
MCP server for AI-driven waveform analysis via wavekit
An MCP server that controls WSJT-X (FT8/FT4/etc.) over its UDP message protocol.
MCP server for YADE open-source discrete element method simulation
MCP server for Z3/SMT solver - enables constraint solving and logical reasoning
A Model Context Protocol server for Zotero
MCP server for EUI Angular component library using Compodoc documentation
MCP server for running GitHub Actions workflows locally
Hud MCP
Dynatrace Apps MCP Server – provides Strato component docs, SDK docs, DQL knowledge base, and experience standards to AI coding assistants via the Model Context Protocol.