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.
MCP server for Opentrons HTTP API documentation and endpoint discovery
Academic literature search CLI and MCP server for Semantic Scholar, OpenAlex, arXiv, CrossRef, CORE, Europe PMC, DBLP, and DOAJ. Outputs reproducible metadata JSON, literature pool JSON, and BibTeX. MCP tools: search_literature, get_paper, resolve_citatio
MCP server that fetches package documentation from multiple language ecosystems for LLMs like Claude without requiring API keys
A comprehensive Model Context Protocol (MCP) server suite for academic research workflow automation. Includes 6 specialized servers for complete research pipeline from question refinement to report generation.
AI-accessible precision machining & testing MCP for FEODE — one-line stdio bridge to the remote FEODE MCP endpoint.
An MCP server that provides access to Google Classroom data through Claude and other AI assistants that support the MCP protocol.
MCP-powered Research Assistant for querying academic papers from arXiv, Semantic Scholar, and PubMed
MCP server for Bun documentation
MCP server for collecting documentation from various sources including Git repositories, local files, Confluence, and web pages.
Amazon Business Integrations MCP Server provides tool to access Amazon Business APIs documentation, search for content and solutions for common B2B integration usecases.
MCP Server for Ant Design component
MCP (Model Context Protocol) server for the Jaringan (JRG) protocol — fetch, inspect, search, and manage Jaringan pages from AI agents
Universal documentation knowledge-graph MCP server with hybrid full-text + vector search.
Synthesized decision frameworks for AI agents. Enlightenment through curated knowledge.
MCP server for Antigravity CLI (agy) - one-shot execution with session persistence
OpenAPI MCP Server - Expose OpenAPI specs as MCP tools for AI assistants
Akka MCP (Model Context Protocol) server providing comprehensive Akka platform documentation and context to AI agents and LLM applications
MCP server for Slab knowledge base integration with AI coding agents
Enhanced Alliance of Genome Resources MCP Server - High-performance JavaScript implementation with Node v23 compatibility
Breaking changes, new tools, and security alerts for AI coding agents. 1100+ sources, one command to install.
MCP server for Open-E JovianDSS REST API documentation access with dynamic discovery and jQuery processing
Windows-only MCP server for SolidWorks automation via a bundled C# bridge
Model Context Protocol server integrating Coursera with Claude
DFT AutoPilot — an MCP server that automates DFT computational chemistry (Quantum ESPRESSO / VASP / Gaussian) on your own HPC (SCNet, Slurm, or local).