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Data Science & ML MCP Servers

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.

Canvas Kit Source verified npm
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@workday/canvas-kit-mcp

MCP package for Canvas Kit

Data Science & ML Score 92/100 0 findings 970/wk Cap. Minimal
Fidacy npm
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@fidacy/mcp

Fidacy action firewall for AI agents. Mandate-gated payment authorization as an MCP server.

Data Science & ML Score 92/100 4 findings 845/wk Cap. High
Yawlabs npm
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@yawlabs/mcp

Yaw MCP -- MCP servers, managed. Free to run locally; Yaw Team adds cross-machine sync.

Data Science & ML Score 92/100 6 findings 818/wk Cap. High
Model Proxy npm
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@agimon-ai/model-proxy-mcp

Claude-compatible model proxy MCP with ChatGPT Codex upstream support

Data Science & ML Score 92/100 4 findings 724/wk Cap. High
Medical Terminologies Source verified npm
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medical-terminologies-mcp

Unified MCP server for seven medical terminologies (ICD-11, SNOMED CT, LOINC, RxNorm, MeSH, ATC, CID-10) with authoritative WHO ICD-10→ICD-11 mapping. 37 tools, hosted endpoint available, MIT.

Data Science & ML Score 92/100 0 findings 289/wk Cap. Minimal
Kawacode npm
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@kawacode/mcp

Team-aware memory for Claude Code, Cursor, and other AI coding assistants — intent tracking, decision history, real-time team conflict detection.

Data Science & ML Score 92/100 2 findings 269/wk Cap. High
Excel npm
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excel-mcp-server

Excel文件读取MCP服务器

Data Science & ML Score 92/100 1 finding 181/wk Cap. High
Vestige npm
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vestige-mcp-server

Vestige MCP Server — local cognitive memory for MCP-compatible AI agents

Data Science & ML Score 92/100 3 findings 131/wk Cap. High
Phasefolio npm
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@phasefolio/mcp

PhaseFolio MCP client — biotech rNPV / probability-of-success engine for AI agents. One-line install for Claude, Codex, Cursor, and any MCP-compatible client.

Data Science & ML Score 92/100 1 finding 127/wk Cap. High
Cadastral npm
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cadastral-mcp

브이월드(국토교통부) API 기반 토지이용계획·지적도 MCP 서버 — 토지이용계획 조회 + 지적도 DXF 내보내기

Data Science & ML Score 92/100 1 finding 24/wk Cap. High
Chatwoot npm
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chatwoot-mcp

MCP server for Chatwoot - connect Claude to your Chatwoot instance

Data Science & ML Score 92/100 3 findings 23/wk Cap. High
Darkdragonsastro Dda npm
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@darkdragonsastro/dda-mcp-server

DDA MCP Server

Data Science & ML Score 92/100 2 findings 20/wk Cap. Moderate
Listenme npm
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@boxverse_ai/listenme-mcp-server

MCP server for ListenME — product research task management via Boxverse AI

Data Science & ML Score 92/100 1 finding 19/wk Cap. High
Prototype npm
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@llxxbb/mcp-prototype

基于Model Context Protocol(MCP)协议开发的AI辅助工具，旨在帮助开发者快速构建软件原型。

Data Science & ML Score 92/100 2 findings 19/wk Cap. High
Langclaw Client npm
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@langclaw/mcp-client

Stdio MCP proxy for the hosted Langclaw CROO Agent.

Data Science & ML Score 92/100 1 finding 15/wk Cap. High
Agentor PyPI
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agentor

Fastest way to build, prototype and deploy AI Agents.

Data Science & ML Score 92/100 4 findings Cap. High
Amp Memory PyPI
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amp-memory

AMP: The Agent Memory Protocol - A local-first, MCP-native memory server.

Data Science & ML Score 92/100 1 finding Cap. High
Clevertech PyPI
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clevertech-mcp-server

MCP Server for CleverTech Canadian government data APIs

Data Science & ML Score 92/100 1 finding Cap. High
Gigwa PyPI
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gigwa-mcp

MCP server for driving Gigwa installations: import genotype/metadata, run QC and diversity analyses.

Data Science & ML Score 92/100 2 findings Cap. High
Greptimedb PyPI
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greptimedb-mcp-server

MCP server for GreptimeDB with SQL/TQL/PromQL support, sensitive data masking, and prompt templates for observability data analysis.

Data Science & ML Score 92/100 1 finding Cap. High
Mykg PyPI
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mykg

AI workflow that turns documents into a confidence-scored knowledge graph with an induced RDFS/OWL ontology

Data Science & ML Score 92/100 7 findings Cap. High
Openclaw Knowledge Distiller PyPI
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openclaw-knowledge-distiller

Open CLAW Knowledge Distiller · 龍蝦知識蒸餾器 — Turn YouTube/Bilibili videos into structured knowledge articles via local Qwen3-ASR + AI summarization

Data Science & ML Score 92/100 1 finding Cap. High
Paper Find PyPI
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paper-find-mcp

A MCP server for searching and downloading academic papers from multiple sources.

Data Science & ML Score 92/100 9 findings Cap. High
Remind PyPI
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remind-mcp

Agent-driven memory layer for LLMs with temporal facts, semantic retrieval, and structured curation

Data Science & ML Score 92/100 1 finding Cap. High