Science and research MCP servers for papers, datasets and lab tools: let an AI assistant search literature and work with scientific data. 1,025 servers in this category.
Maps lab results to LOINC codes and UCUM units and symptoms to ICPC-3 codes for AI agents, offline and without an API key.
$claude mcp add mirobody -- uvx mirobody
Query and explore ClickHouse clusters and chDB embedded databases with SQL from an AI client.
$claude mcp add mcp-clickhouse -- uvx mcp-clickhouse
Provides an ecosystem of over 2,700 scientific tools, datasets, and machine learning models for AI agents to perform research and data analysis.
$claude mcp add tooluniverse -- uvx tooluniverse
Connects R or Python sessions in RStudio or Positron to LLM agents for interactive data analysis, code execution, and automated manuscript auditing.
$claude mcp add clauder -- uvx clauder-mcp
Automates the machine learning research lifecycle from literature survey and hypothesis generation to verifiable experiment execution and paper writing.
$claude mcp add airas -- uvx airas
Lets an AI client search Federal Register rules, notices, executive orders, and FAR case histories and track open comment periods.
$claude mcp add federal-register-mcp -- uvx federal-register-mcp
Enables AI clients to perform causal inference and econometrics using Stata and R-style routines directly within a Python environment.
$claude mcp add statspai -- uvx statspai
Lets an LLM agent run autonomous ML research loops: idea discovery, experiment automation, and cross-model review of results.
Simulates quantum circuits using JAX-native statevector and MPS engines with support for VQE, noise modeling, and large-scale memory management.
$claude mcp add dense-evolution -- uvx dense-evolution
Search 21 research archives, omics registries, and literature sources to find and fetch deduplicated scientific datasets.
$claude mcp add data-aggregator-mcp -- uvx data-aggregator-mcp
Controls NVIDIA Isaac Sim via MCP to create robots, build scenes, run simulations, and debug physics from an AI client.
$claude mcp add isaacsim-mcp-server -- uvx isaacsim-mcp-serverQueries awarded GSA MAS labor ceiling rates from CALC+ for IGCE benchmarks, price reasonableness checks, and vendor rate cards.
$claude mcp add gsa-calc-mcp -- uvx gsa-calc-mcpLets an AI client read and search Electronic Code of Federal Regulations text, including FAR, DFARS, and agency supplements.
$claude mcp add ecfr-mcp -- uvx ecfr-mcpAnswers occupational wage and employment questions from a bundled BLS OEWS database, including metro comparisons and IGCE wage benchmarks.
$claude mcp add bls-oews-mcp -- uvx bls-oews-mcpLets an AI client browse Acquisition.gov FAR Overhaul model parts, agency deviations, and guidance documents with source citations.
$claude mcp add acquisition-gov-mcp -- uvx acquisition-gov-mcp
Enables AI agents to perform web searches and fetch URLs, DOIs, and documents for scientific research.
$claude mcp add web-mcp -- uvx clio-kitPerforms terrain analysis including DEM slope, aspect, and suitability, and handles point-cloud reading and gridding.
$claude mcp add terrain-mcp -- uvx clio-kitEnables AI agents to analyze SAC seismic-waveform files and TAR archives, including member inspection and waveform computation.
$claude mcp add seismology-mcp -- uvx clio-kitEnables AI agents to perform earthquake-sequence analysis on saved catalogs, including completeness magnitude calculations.
$claude mcp add seismic-mcp -- uvx clio-kitEnables AI agents to discover scientific datasets and interact with HPC resources, scientific data formats, and research workflows.
$claude mcp add scientific-catalog-mcp -- uvx clio-kit