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Start from the first servers

Audio MCP io.github.mshark1/audio-mcp

Audio perception for AI agents: measure, see, compare, edit and synthesize sound locally.

Version check not run yet

Design and media Official MCP Registry · PyPI Local MIT
Allure Testops io.github.mshegolev/allure-testops-mcp

Allure TestOps MCP — projects, launches, test cases, test results via REST API.

Version check not run yet

Developer tools Official MCP Registry · PyPI Local MIT
breedsim-mcp io.github.musharna/breedsim-mcp

Breeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.

Version check not run yet

Other Official MCP Registry · PyPI Local GPL-3.0-OR-LATER
Data Aggregator io.github.musharna/data-aggregator-mcp

Find & fetch research datasets across 21 archives, omics registries, and literature sources.

Version check not run yet

Science and research Official MCP Registry · PyPI Local MIT
ldraw-mcp io.github.musharna/ldraw-mcp

Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw

Version check not run yet

Design and media Official MCP Registry · PyPI Local MIT
phylokit-mcp io.github.musharna/phylokit-mcp

Phylogenetic inference via IQ-TREE 3 — never returns a topology without its support

Version check not run yet

Model and agent tools Official MCP Registry · PyPI Local GPL-2.0-ONLY
Plant Genomics io.github.musharna/plant-genomics-mcp

Plant genomics MCP — 58 tools across 24 backends with cross-source synthesis.

Version check not run yet

Science and research Official MCP Registry · PyPI Local MIT
plantcv-mcp io.github.musharna/plantcv-mcp

Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from

Version check not run yet

Other Official MCP Registry · PyPI Local MIT
tmodloader-mcp io.github.musharna/tmodloader-mcp

Drive a running tModLoader (Terraria) instance from an agent: launch, query, screenshot, read state.

Version check not run yet

Browser automation Official MCP Registry · PyPI Local MIT
Open-Meteo Weather io.github.myAI-2025/openmeteo-mcp

Current weather and hourly forecasts for any place name, via the free Open-Meteo API. No API key.

Version check not run yet

Maps and location Official MCP Registry · PyPI Local MIT
Telegram MCP io.github.n24q02m/better-telegram-mcp

Telegram for AI agents: messages, chats, media, and contacts in bot and user-account modes.

Version check not run yet

Communication and chat Official MCP Registry · PyPI Local APACHE-2.0
Better Workspace io.github.n24q02m/better-workspace-mcp

Google Workspace MCP — Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms

Version check not run yet

Office documents and spreadsheets Official MCP Registry · npm Local APACHE-2.0
Imagine io.github.n24q02m/imagine-mcp

MCP server for image/video understanding & generation (Gemini/OpenAI/Grok)

Version check not run yet

Design and media Official MCP Registry · PyPI Local APACHE-2.0
Mnemo io.github.n24q02m/mnemo

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Version check not run yet

Memory and context Official MCP Registry · PyPI Remote APACHE-2.0
Wet io.github.n24q02m/wet

Open-source MCP server for AI agents: web search, content extraction, and library docs.

Version check not run yet

Web search and scraping Official MCP Registry · PyPI Local APACHE-2.0
Recon Kit io.github.nan786521/recon-kit-mcp

Read-only network & security recon tools (DNS, TLS, headers, CORS) for AI agents, each graded.

Version check not run yet

Security Official MCP Registry · PyPI Local MIT
Banxico (Banco de México) io.github.nanisadw3/banxico

Mexico's official economic data from Banxico: USD/MXN, inflation, UDIS, TIIE and reserves.

100% up · 30 days

Finance and payments Official MCP Registry · PyPI Local Remote MIT
Codeloupe io.github.ndhkaeru/codeloupe-mcp

Local-first MCP server for code search, repository intelligence, comparison, and safe file edits.

Version check not run yet

Developer tools Official MCP Registry · npm Local APACHE-2.0
NEAT io.github.neat-technologies/neat

A live graph of your running system, code fused with OTel runtime, that your agent queries over MCP.

Version check not run yet

Other Official MCP Registry · npm Local APACHE-2.0
Netallion MCP Lite io.github.netallion/netallion-mcp-lite

Local secret & credential checks for AI-assisted dev — runs on your machine, results redacted.

Version check not run yet

Other Official MCP Registry · PyPI Local MIT

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