grounding-ai
Rank #38,227glama/andyliszewski/grounding-ai
Ingests pdf and epub documents for LLM-retrieval (RAG)
What you can do with grounding-ai
grounding-ai is a Model Context Protocol (MCP) server published by andyliszewski. It ranks #38,227 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. grounding-ai is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Apr 17, 2026 and most recently updated on Apr 17, 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 grounding-ai 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 grounding-ai
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
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 grounding-ai 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
No task-specific alternatives are catalogued for grounding-aiyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 17, 2026
- Latest release tag
- Apr 17, 2026
- Version history
- 1 release tag 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 May 15, 2026 · still listed
Do you maintain grounding-ai? to correct or enrich this profile.
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.3.0 | Apr 17, 2026 |
Ranks ahead of 106,169 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%2Fandyliszewski%2Fgrounding-ai)<a href="https://mcptoplist.com/server/glama%2Fandyliszewski%2Fgrounding-ai"><img src="https://mcptoplist.com/badge/glama%2Fandyliszewski%2Fgrounding-ai.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains grounding-ai?
- grounding-ai is maintained by andyliszewski, which publishes 2 MCP servers (2 total versions) tracked on MCP Toplist.
- Is grounding-ai listed on the Official MCP Registry?
- grounding-ai is not on the Official MCP Registry. It is listed on Glama.
- How many versions does grounding-ai have?
- No registry surfaces explicit version metadata for grounding-ai; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Apr 17, 2026.
- Where can I find the source code for grounding-ai?
- The source code for grounding-ai is hosted at github.com/andyliszewski/grounding-ai.
Do you run this server?
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