MCP Servers

Scanned where there is a package or repository to read, and every release diffed against the tool surface we already hold. Every figure on a card is counted from this marketplace's own rows.

67,155 MCP servers

Security-scanned and graded based on available source code and tools.

Thai-first context compression; shrinks long Thai and English text, originals retrievable.

4/day 3 tools
Free

Statistics Sweden’s open data made available as an MCP server, using Python and FastMCP

4/day 12 tools
Free

Search the astronomy and physics literature (SciX / NASA ADS): papers, citations, metrics, BibTeX.

4/day 12 tools
Free

Local file and media tools: images, PDF, audio, video, OCR, batch and metadata. Runs locally.

4/day 2 tools
Free

The process follows a waveform between PO and AI: documentation framework, skills, scaffold, and a three-way merge upgrade.

4/day 10 tools
Free

MCP server for AI-powered image and video analysis - supports OpenAI, Claude, and multimodal vision APIs with local file and URL processing

4/day 2 tools
Free

Snap decisions for coding agents: local or hosted classify/check/score/rank via MCP.

4/day 6 tools
Free

Live codebase intelligence for AI agents: conventions, blast radius, import graphs, git insights.

4/day 8 tools
Free
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