Universal Context Pipeline

MCP Serverdata

Universal Context Pipeline — local-first MCP server for grounding LLMs in your files

Directory Presence

Cross-referenced across 55 tracked directories

Directory	Status	First Seen	Last Confirmed	Link
G GitHub Search		10/27/2026	10/28/2026

#52205

Popularity Rank

1 / 55

Listed In

Emerging

Adoption Stage

6/16/2026

Created

GitHub Stars

6/17/2026

Last Commit

Recently added to the ecosystem

13/100

Directory Presence5/20

Community3/30

Usage1/20

Development Activity4/30

Oct 27, 26: + GitHub Search

cturkieh

French territorial intelligence MCP: cross-reference health, business & geo public registries.

MCP Serverdata

46 dirs

Jaret Arnold

Find & fetch research datasets across Zenodo, DataCite, NCBI omics, and literature.

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45 dirs

GitHub Actions

OP3 podcast analytics: downloads, geography, app share, episode breakdowns. Read-only.

MCP Serverdata

15 dirs

latent-9

Subreddit traffic and post-pattern analysis toolkit

MCP Serverdata

75 dirs