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contextful

contextful is an MCP server, listed under databases. It reaches sqlite. Its repository has 5 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Manages context for Agentic AI using a graph-based knowledge structure, SQLite indexing, and advanced search capabilities including FTS5 lexical and BM25 algorithms.

Install

Read from contextful’s own README, close to verbatim -- not written by us, and not guessed.

npx @inferensys/contextful init --workspace .

What it reaches, and what it needs

Reaches
sqlite
Credential
○ none found

Maintenance

Stars
5
State
listed
Licence
MIT
From the repository

Context Management Layer for Agentic AI. Graph-based knowledge context, SQLite index, advanced FTS5 lexical/BM25 search and cross-session live memory.

contextful compared with similar servers

contextful compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
contextful (this page)sqliteNone listed52026-05-23MIT
dbhubmysql, postgres, sqlite(1 shared)None listed3,7022026-10-21MIT
mcp-alchemymysql, postgresql, sqlite(1 shared)None listed4222026-10-15MPL-2.0
knowlsqlite(1 shared)None listed1142026-10-21Apache-2.0
ai-memory-mcpsqlite, xai(1 shared)AI_MEMORY_LLM_API_KEY, XAI_API_KEY542026-10-22Apache-2.0
saga-mcpsqlite(1 shared)None listed402026-10-07MIT

Ranked by services in common with contextful, then by stars. Figures are from each repository when we last read it.

Common questions about contextful

What does contextful do?
Manages context for Agentic AI using a graph-based knowledge structure, SQLite indexing, and advanced search capabilities including FTS5 lexical and BM25 algorithms.
How do I install contextful?
Its own README gives this command: npx @inferensys/contextful init --workspace .. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does contextful connect to, and what does it need?
It reaches sqlite.
Is contextful official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 5 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-05-23.
What licence does contextful use?
The repository declares the MIT licence.

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