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Python capability compiler: read-only analysis, experiment history/comparison and exposure planning.
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Developer tools Official MCP Registry · PyPI Local GPL-3.0-OR-LATER
OP
OpenBusData io.github.AndrewAubury/openbusdata 2.6 · 51/100 MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.
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Calendar and scheduling Official MCP Registry · PyPI Local MIT
CE
Chess Esca io.github.AnglerfishChess/chess-esca-mcp 2.6 · 51/100 Read chess positions by the rules: legality with its evidence, draws, facts, openings, PGN
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Games and game engines Official MCP Registry · PyPI Local MIT
OL
Ooxml Ledger io.github.Anselmoo/mcp-ooxml-ledger 2.6 · 51/100 Edit Office documents and prove no edit went unrecorded
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Office documents and spreadsheets Official MCP Registry · PyPI Local MIT
AN
Analyzer io.github.Anselmoo/mcp-server-analyzer 2.6 · 51/100 MCP server for Python, JavaScript, and TypeScript code analysis with Ruff, ty, Vulture, and Biome
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Developer tools Official MCP Registry · PyPI Local MIT
OR
Oura Ring io.github.AntVsl/oura-mcp 2.6 · 51/100 Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring
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Health and fitness Official MCP Registry · PyPI Local Remote MIT
AP
Ari Py io.github.Antmanbuilds/ari-mcp-py 2.6 · 51/100 Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verification for x402/MPP.
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Other Official MCP Registry · PyPI Local APACHE-2.0
SI
Sitecore io.github.Antonytm/mcp-sitecore-server 2.6 · 51/100 A Model Context Protocol server for Sitecore
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Other Official MCP Registry · npm Local APACHE-2.0
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Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via persistent Tcl.
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Operating system and shell Official MCP Registry · PyPI Local MIT
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FFmpeg & FFprobe media processing toolkit for video, audio, and social formats
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Design and media Official MCP Registry · npm Local MIT
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MCP server for Chrome DevTools
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Browser automation Official MCP Registry · npm Local APACHE-2.0
AT
Atlas io.github.AtlasDevHQ/atlas 2.6 · 51/100 Atlas is a YAML-defined semantic layer for analytics — authored by humans, consumed by AI agents.
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Data warehouses and analytics Official MCP Registry · npm Local MIT
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Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.
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Marketing and SEO Official MCP Registry · npm Local MIT
VF
Video Frames io.github.Azzy-H/mcp-video-frames 2.6 · 51/100 MCP server that lets image-only models look at video: timecoded frames, measurable properties.
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Design and media Official MCP Registry · PyPI Local MIT
BE
Bedc io.github.BE-DCE/bedc-mcp 2.6 · 51/100 MCP server for Dual Canvas Execution (DCE) - use with Polsia, Cursor, Claude, and other MCP clients
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Design and media Official MCP Registry · npm Local MIT
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Audit a web page's images: natural vs rendered sizes, oversized detection, and formats.
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Web search and scraping Official MCP Registry · npm Local MIT
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Query Yandex Webmaster indexing, queries, diagnostics and backlinks, and recrawl, via an AI agent.
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Marketing and SEO Official MCP Registry · npm Local MIT
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Read-only TikTok Business API: GMV Max campaigns and reports, ads, BC balances.
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Marketing and SEO Official MCP Registry · PyPI Local MIT
TS
TikTok Shop io.github.Buer2333/tiktok-shop-mcp 2.6 · 51/100 Read-only TikTok Shop Partner API: orders, finance, products and analytics across shops.
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E-commerce Official MCP Registry · PyPI Local MIT
AL
Agent Lease io.github.Buggy1111/agent-lease-mcp 2.6 · 51/100 Keep Claude Code and Codex off each other's files: hook-enforced path leases, presence, messages.
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Files and storage Official MCP Registry · PyPI Local MIT