io.github.nirholas/vid2context
vid2context
Is the vid2context MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-15.
Turn any video into context for AI agents: transcripts, metadata, chapters, timestamps.
alive probed 2026-11-15
28tools
9.9ktokens in Claude Opus 5.5
5.0 %of Claude's 200k window
4.0×the median server
279 msto initialize
18 msto list tools
- Run it
- npx -y vid2context-mcp@0.1.1 (stdio, probed in a container with the network off)
- Host
- npmjs.com
- Reports itself as
- vid2context 0.1.1
- Capabilities
- completions, prompts, resources, tools
- Instructions
- 670 characters
- Of a 1M window
- 1.0 % of a 1M context window
- Count
- 9.9k tokens in Claude Opus 5.5, exact, measured 2026-11-15. With the Claude Code prefix mcp__…__ on each tool name: 10k. The o200k_base estimate is 5.9k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/nirholas/vid2context
- Website
- https://vid2context.com
- Registry
- active, updated 2026-11-14 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.69×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| get_transcript | 1 003 | 595 | 10 % |
| get_section | 762 | 452 | 8 % |
| research_videos | 534 | 317 | 5 % |
| get_skip_segments | 524 | 311 | 5 % |
| build_brief | 494 | 293 | 5 % |
Compare this server with others.
More servers
Other registry entries on npmjs.com, the ones next to this name; all of them.
- $THREE Token io.github.nirholas/three-token-mcp · alive
- three.ws Avatars io.github.nirholas/threews-avatar · alive
- three.ws Tutor io.github.nirholas/tutor-mcp · alive
- three.ws Vanity io.github.nirholas/vanity-mcp · alive
- three.ws Vision io.github.nirholas/vision-mcp · alive
- x402 Universal Payer io.github.nirholas/x402-bridge · crashed on start
- x402 Wallet io.github.nirholas/x402-mcp · alive
- XActions io.github.nirholas/xactions · crashed on start
Servers that mention transcripts or timestamps.
- ai.backengine/backengine-mcp · needs auth
- ai.bidclub/bidclub · alive
- Lenny Rachitsky Podcast Transcripts MCP Server ai.com.mcp/lenny-rachitsky-podcast · alive
- Contio MeetingOS ai.contio/meetingos · needs auth
- Distilla ai.distilla/mcp · needs auth
- Fireflies.ai ai.fireflies/fireflies · needs auth
- Gavelin ai.gavelin/mcp · needs auth
- Meeting.ai ai.meeting/memo-mcp · needs auth
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.