plain-sight
Rank #20,521glama/mcp-tool-shop-org/plain-sight
A local MCP server for generative image description, providing prose captions, OCR, and LoRA dataset caption sidecars via Florence-2, with deterministic decoding and an honesty contract.
What you can do with plain-sight
plain-sight is a Model Context Protocol (MCP) server published by mcp-tool-shop-org. It ranks #20,521 of 144,396 active servers on MCP Toplist. plain-sight is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Aug 20, 2026 and most recently updated on Aug 20, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What plain-sight can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using plain-sight
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect plain-sight and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
- Tool Compass#8,298
- mcp-shipcheck#10,854
- Claude Synergy#12,507
- MCP Voice Soundboard#25,835
- MCP File Forge#104,762
No task-specific alternatives are catalogued for plain-sightyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Aug 20, 2026
- Latest release tag
- Aug 20, 2026
- Version history
- 2 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Aug 24, 2026 · still listed
Do you maintain plain-sight? to correct or enrich this profile.
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v1.1.0 | Aug 20, 2026 |
| v1.0.0 | Aug 20, 2026 |
Ranks ahead of 123,875 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fmcp-tool-shop-org%2Fplain-sight)<a href="https://mcptoplist.com/server/glama%2Fmcp-tool-shop-org%2Fplain-sight"><img src="https://mcptoplist.com/badge/glama%2Fmcp-tool-shop-org%2Fplain-sight.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains plain-sight?
- plain-sight is maintained by mcp-tool-shop-org, which publishes 6 MCP servers (26 total versions) tracked on MCP Toplist.
- Is plain-sight listed on the Official MCP Registry?
- plain-sight is not on the Official MCP Registry. It is listed on Glama.
- How many versions does plain-sight have?
- No registry surfaces explicit version metadata for plain-sight; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Aug 20, 2026.
- Where can I find the source code for plain-sight?
- The source code for plain-sight is hosted at github.com/mcp-tool-shop-org/plain-sight.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.