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.
KISTI-MCP Server - MCP server for KISTI OpenAPI (ScienceON, NTIS, DataON)
MCP Server for Korean Law Open API
MCP server for Limex research data access.
A MCP server layer for existing APIs from popular sources e.g. arXiv, DBLP, etc. to help researchers expedite literature review process using LLMs and MCP Clients like Claude, Cursor, etc.
LitCoin MCP Server - Semantic + Structural Knowledge Graph query for AI agents
Creative coding algorithms and simulations using py5, organized by domain (physics, steering, genetics, neural networks, fractals, cellular automata, tiling patterns, mathematics).
Model Context Protocol server for Taiwan Legislative Yuan API v2
MCP server for integrating Macrocosmos SN13 social media data into Claude Desktop and Cursor
MCP server for IRS Statistics of Income (SOI) data by ZIP code — income, AGI distribution, tax, credits, and deductions from filed returns.
MCP servers for biological and medical APIs
MCP server for microquery.dev — SQL over FDA, SEC, PubMed, blockchain, and more
Model Context Protocol server for M/M/1 queue simulation and analysis
MCP server for the MyAi decentralized AI inference network
MCP server for querying NASA's Exoplanet Archive
NCBI E-utilities MCP server for accessing NCBI databases
FastMCP-based tool for writing prompts against data in the NMDC (National Microbiome Data Collaborative) database
FastMCP v2 server for NotebookLM automation with modern async support
L'administration française pour vos agents IA — serveur MCP (communes, géocodage, risques Géorisques, DPE ADEME).
MCP server for Korean public institution information from ALIO and ALIO Plus.
MCP server for Korean National Assembly Open API (open.assembly.go.kr) — bills, members, votes, committee composition, pending bills, plenary agenda, per-member vote records, party cohesion analysis, NARS reports, petitions, schedule, hearings, and universal API access
Local MCP server that lets AI assistants automate Origin/OriginPro for data import, worksheet editing, plotting, analysis, and export on Windows.
MCP server for controlling OriginLab Origin Pro via COM automation
MCP server for the Swiss Parliament (Curia Vista OData API)
MCP server untuk mengakses data pendidikan tinggi Indonesia (PDDIKTI)