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.
Connect your EndNote reference library to Claude AI — search, cite, and read PDFs directly in conversations
MCP server for FEAGI neural monitoring and control
MCP Server for geospatial operations - geocoding, routing, spatial analysis
Interactive notebook server for learning computer science
Model Context Protocol server that drives a local GROMACS installation — build, solvate, ionize, run simulations in the background, and analyse trajectories from any MCP client.
Helix — a declarative DSL and compiler for reproducible gene-editing design.
An IMAS Data Dictionary MCP server
MCP server suite for physics laboratory instrumentation control
MCP server that compiles ISO 20022 readiness findings, remediation diffs, and simulated responses into sealed audit evidence packs.
Token-efficient MCP server for structured documentation retrieval via section-level indexing
A Model Context Protocol server that fetches Kubernetes troubleshooting runbooks
MCP server for direct AI agent control of lab devices — VISA/SCPI instruments, SSH hosts, REST APIs, serial devices, and Python environments
MCP server for LTspice: lets Claude and other LLMs edit schematics, run SPICE simulations, and parse results.
MIMIC-IV + MCP + Models: Local MIMIC-IV querying with LLMs via Model Context Protocol
Text-to-video animation powered by manimgl and multi-agent LLM pipeline
MCP server exposing manimgl (Manim OpenGL) mathematical animation functionality as tools for LLMs
MCP server providing verified math & logic tools for small LLMs (Mistral, Llama, DeepSeek)
Turn existing projects into MCP servers
A Model Context Protocol server for MNE-Python neurophysiology analysis (EEG / MEG / sEEG / ECoG / fNIRS)
MCP server for remote control of napari viewers via Model Context Protocol
NetworkX MCP Server with Security Fortress - Enterprise-grade secure graph analysis with AI-powered threat detection
Build, maintain, and search your knowledge vault. CLI + MCP server with stale note detection, semantic search, and neuroscience-grounded memory.
Explain neural-network architectures layer by layer in five linked views (structure, plain words, math, naive code, optimized code). An MCP server + local renderer driven by your own LLM subscription.
OATH — typed MCP server + verifier-gated evidence receipts for LLM-assisted digital forensics.