MCP Servers 2,661

viznoir

io.github.kimimgo/viznoir

A✓Verified

Cinema-quality science visualization for AI agents — headless VTK via MCP.

Jaxonomy — hybrid dynamical systems on JAX

io.github.machinavitalis/jaxonomy

A✓Verified

Build, simulate and calibrate JAX block-diagram models of hybrid dynamical systems.

NeKo Biological Network Builder

io.github.marcorusc/NeKo

B✓Verified

MCP server for biological network construction and analysis using pathway databases

Nouz

io.github.KVANTRA-dev/NOUZ-MCP

A✓Verified

Semantic knowledge engine for Obsidian with auto-classification and DAG hierarchy

Zuul

io.github.imatza-rh/mcp-zuul

A✓Verified

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Serial Server

io.github.es617/serial-mcp-server

B✓Verified

Let AI agents interact with serial devices — list ports, connect, send, and read.

Apache Pinot MCP Server

io.github.startreedata/mcp-pinot

A✓Verified

Query and manage Apache Pinot through MCP with typed tools and preview-first safety.

Hunch

io.github.PrithviSeran/hunch

A✓Verified

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

Seedance

io.github.AceDataCloud/mcp-seedance

A✓Verified

MCP server for ByteDance Seedance AI video generation

Attestix

io.github.VibeTensor/attestix

A✓Verified

AI agent identity, W3C credentials, EU AI Act compliance.

MTG MCP Server

io.github.j4th/mtg-mcp-server

B✓Verified

Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.

Stats Compass

io.github.oogunbiyi21/stats-compass

A✓Verified

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

Marketplaces MCP (RU) — Wildberries & Ozon

io.github.ilyautov/marketplaces-mcp-ru

A✓Verified

Wildberries & Ozon Seller APIs in your AI assistant — schema-driven, safety-gated.

Blender Optics Simulator

io.github.emircbngl/blender-optics-simulator

A✓Verified

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

Cronometer

io.github.cphoskins/cronometer

A✓Verified

MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurring foods

Zaxy

io.github.syndicalt/zaxy

A✓Verified

Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.

Promptheus

io.github.abhichandra21/promptheus

B✓Verified

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

Edinet

io.github.ajtgjmdjp/edinet-mcp

A✓Verified

Access Japanese financial disclosures (EDINET).

Monarch MCP Server

io.github.jamiew/monarch-mcp

B✓Verified

Access Monarch financial data — accounts, transactions, budgets, and more

ServiceNow MCP Server

io.github.jschuller/mcp-server-servicenow

A✓Verified

19 tools + 5 resources for ServiceNow: CMDB, update sets, tables.

UK Property Data

io.github.paulieb89/property-shared

A✓Verified

UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House

Cruxible Core

io.github.cruxible-ai/cruxible-core

A✓Verified

Deterministic decision engine with receipts.

Wet

io.github.n24q02m/wet-mcp

A✓Verified

MCP server for web search, content extraction, academic research, and library docs.

FAOSTAT MCP

io.github.berba-q/faostat-mcp

B✓Verified

FAOSTAT data for 245 countries: crops, trade, food security, and emissions via 21 MCP tools.