MCP servers for data science, machine-learning workflows, notebooks, model training and inference. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
MCP server for the WebCake/StoreCake storefront builder — page CRUD, page authoring, products, orders, and more
Build, solve, and analyze RASON optimization, simulation, data science, and decision models
MCP server that launches Claude Code/Codex sub-agents and routes tasks to Claude Messages or OpenAI-compatible API providers.
MCP server for VibeRaven production-readiness: check_readiness, verify, heal, audit, and strict gate tools for Cursor, Claude Code, and Codex.
Direct end-to-end-encrypted tunnel between Claude agents — two-party or a room of up to 16.
Catch AI-hallucinated (slopsquatted) npm imports in generated code BEFORE npm install. Scans a code block, flags imports of packages that don't exist on npm (the name an LLM invented and attackers register with malware) plus fresh lookalike squats. MCP se
Enterprise-grade MCP server for Claude Code CLI with 6,200+ spike templates, 86 library specs, intelligent memory engine, and continuous learning capabilities.
Aggregated public space data (satellite orbits, catalogs, launches) as an AI-friendly CLI
Enhanced PubMed Search MCP Server - Pure Node.js implementation with no Python dependencies
Nuclear Data Services MCP server — offline SQLite-backed nuclear physics data queries
MCP server integrating Google DeepMind's AlphaGenome for AI-powered genomic variant analysis with Claude Desktop
Model Context Protocol (MCP) server for Wildlife Insights GraphQL API with natural language tools for wildlife management and species identification
Model Context Protocol (MCP) server for Medikode healthcare SaaS platform
MCP server for AI-assisted Deepnote notebook creation and manipulation
npx launcher for magpie-search — a federated search engine for AI agents (transcripts, files, knowledge graph, vector, web in one call), trust-ranked and token-budgeted, exposed as an MCP server. Runs the Python package via uv.
Official PEPTOMA MCP server — connect any AI agent to the PEPTOMA open DeSci peptide research platform
Self-contained MCP server that turns any website into a runnable MCP server, in-process. Host-as-brain by default (no API key); optional OpenAI/Anthropic/Gemini/Groq/Ollama/... or a custom inference URL.
An MCP server to allow LLMs to speak and listen via bidirectional voice loops
Wavelet-based multi-resolution context management for MCP
v(irtual)MCP - Extend, Compose, Customize MCP servers
A tool for building and managing AI agents
Local stdio MCP proxy for Alibaba Cloud OpenAPI MCP servers.
AI Observability and Evaluation
REST + MCP context-compression layer for Japanese institutional public data. jpcite turns long PDFs, official pages, and search results into compact Evidence Packets with source URLs, fetched timestamps, known gaps, and compatibility/exclusion rules before downstream AI agents draft answers. 3 yen/billable unit metered (3.30 tax-incl), anonymous 3/day per IP free.