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.

Payloadcms Plugin npm
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@payloadcms/plugin-mcp

MCP (Model Context Protocol) capabilities with Payload

Data Science & ML Score 93/100 2 findings 113k/wk Cap. High
Framework npm
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mcp-framework

Framework for building Model Context Protocol (MCP) servers in Typescript

Data Science & ML Score 93/100 5 findings 61k/wk Cap. High
Elysia npm
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elysia-mcp

ElysiaJS plugin for Model Context Protocol with HTTP transport and stateful sessions

Data Science & ML Score 93/100 2 findings 7.8k/wk Cap. High
Browserless.io Source verified npm
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@browserless.io/mcp

MCP (Model Context Protocol) server for the Browserless.io browser automation platform

Data Science & ML Score 93/100 2 findings 2.8k/wk Cap. High
Apple Mail Source verified npm
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apple-mail-mcp

MCP server for Apple Mail - read, search, send, and manage emails via Claude and other AI assistants

Data Science & ML Score 93/100 4 findings 2.5k/wk Cap. High
Prism Source verified npm
A
prism-mcp-server

Prism Coder — Cognitive memory + tool-calling intelligence for AI agents. Mind Palace persistent memory (BFCL Gold Certified, 100% Tool-Call Accuracy, 114 Agent Skills, PHI Guard, Tier Enforcement, Prompt-Based Skill Routing, Zero-Search HDC/HRR retrieval

Data Science & ML Score 93/100 12 findings 1.6k/wk Cap. High
Slickfast npm
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@slickfast/mcp

SlickFast — render 47 chart & info-design types (bar, line, pie, KPI, cards, funnel, matrix, gauge, calendar…) plus multi-chart dashboards tiled into one image, as SVG/PNG via MCP. Local and deterministic; nothing leaves your machine.

Data Science & ML Score 93/100 4 findings 1.3k/wk Cap. High
Agent Coord npm
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agent-coord-mcp

File-backed MCP server for coordinating multiple AI coding agents (Claude Code, Cursor, Cline, etc.). Local stdio or networked over Streamable HTTP.

Data Science & ML Score 93/100 10 findings 1.2k/wk Cap. High
Skyramp npm
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@skyramp/mcp

Skyramp MCP (Model Context Protocol) Server - AI-powered test generation and execution

Data Science & ML Score 93/100 11 findings 1.1k/wk Cap. High
Google Health Mcp Unofficial npm
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google-health-mcp-unofficial

Unofficial local-first Google Health API v4 MCP server for AI health, sleep and activity agents.

Data Science & ML Score 93/100 1 finding 1.1k/wk Cap. High
Garmin Mcp Unofficial npm
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garmin-mcp-unofficial

Unofficial local-first Garmin MCP server for AI health, sleep and activity agents.

Data Science & ML Score 93/100 1 finding 719/wk Cap. High
Whoop Mcp Unofficial npm
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whoop-mcp-unofficial

Unofficial MCP server for connecting AI agents to the WHOOP API.

Data Science & ML Score 93/100 1 finding 712/wk Cap. High
Insforge npm
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@insforge/mcp

MCP (Model Context Protocol) server for Insforge backend-as-a-service

Data Science & ML Score 93/100 1 finding 608/wk Cap. High
Elizaos Plugin npm
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@elizaos/plugin-mcp

ElizaOS plugin to integrate with MCP (Model Context Protocol) servers

Data Science & ML Score 93/100 4 findings 582/wk Cap. High
Runapi Ai Core npm
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@runapi.ai/mcp-core

Reusable core for building RunAPI MCP servers: client, contract/pricing/schema queries, input-rule engine, and a createModelServer factory.

Data Science & ML Score 93/100 1 finding 491/wk Cap. High
Apple Notes Source verified npm
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apple-notes-mcp

MCP server for Apple Notes - create, search, update, and manage notes via Claude and other AI assistants

Data Science & ML Score 93/100 3 findings 433/wk Cap. High
Polar Mcp Unofficial npm
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polar-mcp-unofficial

Unofficial local-first Polar AccessLink Dynamic API v4 MCP server for AI health, sleep and training agents.

Data Science & ML Score 93/100 1 finding 286/wk Cap. High
Wso2 Docs npm
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wso2-docs-mcp-server

Production-ready MCP server providing RAG-based access to WSO2 documentation

Data Science & ML Score 93/100 1 finding 249/wk Cap. High
Voidly npm
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@voidly/mcp-server

84-tool MCP server: censorship intelligence (119 countries, 19.6M measurements) + E2E encrypted agent-to-agent messaging (Double Ratchet, X3DH, post-quantum) + Voidly Pay onboarding (agent-to-agent payments, x402, USDC on Base)

Data Science & ML Score 93/100 2 findings 232/wk Cap. High
Better Bear npm
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better-bear

MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit

Data Science & ML Score 93/100 1 finding 174/wk Cap. High
Datanexusmcp npm
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@datanexusmcp/mcp-server

DataNexus MCP — AI-Ready public data intelligence. 55 tools: CVE risk verdicts, SBOM licence policy, frontend security (manifest audit, CI scanner, typosquatting), licence compatibility, nonprofit 990 trends, SBOM monitoring, federal contracts, NPI lookup

Data Science & ML Score 93/100 1 finding 174/wk Cap. High
Atlas Vision npm
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atlas-vision-mcp

MCP vision bridge for text-only coding agents

Data Science & ML Score 93/100 2 findings 145/wk Cap. High
Nex Ai Nex npm
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@nex-ai/nex

Nex CLI provides organizational context & memory to AI agents. Connect email, CRM, Slack, meetings, and 100+ tools into one knowledge graph. Delegates to the nex-cli binary.

Data Science & ML Score 93/100 2 findings 123/wk Cap. High
Smart Reader npm
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@sylphx/smart-reader-mcp

One MCP call reads PDF, image, or video by sniffing format and delegating to Sylphx Reader siblings.

Data Science & ML Score 93/100 7 findings 112/wk Cap. High