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Aurora io.github.FantasyLab-ai/aurora

Glass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.

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Science and research Official MCP Registry · PyPI Local APACHE-2.0
Shanghai Library Open Data io.github.FreyaBit/shanghai-library-open-data-mcp

上海图书馆开放数据检索 MCP：纪年/家谱/建筑/红色事件/99 个 webapi + 搜韵诗词，支持 stdio 与 HTTP。

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Science and research Official MCP Registry · PyPI Local MIT
Glade io.github.Glade-tool/glade-mcp

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

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Science and research Official MCP Registry · PyPI Local MIT
SONAR: KYB due diligence io.github.Ivanolegvak/sonar-mcp

KYB checks on any company: registries, sanctions, PEP, ICIJ Offshore Leaks, adverse media.

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Security Official MCP Registry · PyPI Local MIT
ASTM LIS Analyzer Receiver io.github.K-Dense-AI/labmcp-astm-lis

MCP server that receives results from clinical/lab analyzers over ASTM E1381/E1394 (CLSI LIS1/LIS2).

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Science and research Official MCP Registry · PyPI Local APACHE-2.0
Atlas Scientific EZO Sensors io.github.K-Dense-AI/labmcp-atlas-ezo

MCP server for Atlas Scientific EZO sensor circuits (pH, ORP, DO, EC, RTD, HUM, CO2, PRS) over UART.

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Smart home and hardware Official MCP Registry · PyPI Local APACHE-2.0
Mettler Toledo Balance io.github.K-Dense-AI/labmcp-mettler-toledo

MCP server for Mettler Toledo laboratory balances (MT-SICS): weigh, tare, zero, log drift, adjust.

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Science and research Official MCP Registry · PyPI Local APACHE-2.0
Sartorius Balance io.github.K-Dense-AI/labmcp-sartorius

MCP server for Sartorius laboratory balances (SBI protocol).

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Science and research Official MCP Registry · PyPI Local APACHE-2.0
SRS Lock-in Amplifier io.github.K-Dense-AI/labmcp-srs-lockin

MCP server for Stanford Research Systems lock-in amplifiers (SR810/SR830, SR860/SR865A).

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Science and research Official MCP Registry · PyPI Local APACHE-2.0
TinyFish Guided Research io.github.MohdSaleh/tinyfish-guided-research

Auditable deep-research MCP server powered by TinyFish Search and Fetch.

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Science and research Official MCP Registry · PyPI Local MIT
Dubstrata io.github.MuzikayiseKhuzwayo/dubstrata

Dubstrata: Causal Financial & Narrative CDN providing Graph RAG & Deep Research Reports

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Search and retrieval (RAG) Official MCP Registry · npm Local MIT
Crossref io.github.SMABoundless/crossref

Search and retrieve scholarly metadata from the Crossref REST API

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Science and research Official MCP Registry · PyPI Local MIT
Orcid io.github.SMABoundless/orcid

Search ORCID researcher profiles, retrieve works, and export citations

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Science and research Official MCP Registry · PyPI Local MIT
Meddata io.github.anthesiallc/meddata

Drug & supplement lookup and interaction checks from free U.S. government health data.

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Science and research Official MCP Registry · PyPI Local MIT
sourcebolt io.github.candidloom-hub/sourcebolt

Fast MCP server for Google NotebookLM: notebooks, sources, cited chat, research. Unofficial.

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Communication and chat Official MCP Registry · Go modules Local APACHE-2.0
Klaren — French Companies Directory io.github.ccamborde/klaren-mcp

Search French companies, directors and associations (INPI, INSEE, RNA).

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Science and research Official MCP Registry · PyPI Local MIT
Hypermnesia io.github.cdeust/hypermnesia-mcp

Persistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.

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Memory and context Official MCP Registry · PyPI Local MIT
OSF CLI Go io.github.edithatogo/osf-cli-go

Read-only MCP tools for authenticated Open Science Framework projects and files.

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Files and storage Official MCP Registry · Go modules Local APACHE-2.0
Openpaper io.github.federicodeponte/openpaper-mcp

Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP

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Science and research Official MCP Registry · PyPI Local MIT
Mazingira io.github.gabrielmahia/mazingira-mcp

Kenya environment guides: NEMA permits, climate data sources, protected areas, climate adaptation.

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Maps and location Official MCP Registry · PyPI Local MIT

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