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• lattice-mcp

  Richardson60512

  F

  license

  -Not graded

  quality

  A

  maintenance

  Enables MCP clients to analyze documents far larger than their context window by having the model emit validated symbolic S-expression commands that are parsed and executed server-side against the loaded content. In-memory handles, recursive sub-queries, and server-side memos keep token usage low while preserving full data for on-demand expansion.

  Updated 2 days ago (2026-10-14 15:42 UTC)

  2 npm

  -

• lattice-mcp

  Sundberg84811

  F

  license

  -Not graded

  quality

  A

  maintenance

  Enables analysis of documents far larger than an LLM's context window by executing constrained symbolic Nucleus commands against them server-side, with in-memory handle storage that returns compact stubs instead of full result sets. Also provides a server-side memory pad so agents can stash context and retrieve it later, cutting token usage dramatically.

  Updated 2 days ago (2026-10-14 15:48 UTC)

  2 npm

  -

• mcp-context-window

  donliggett

  F

  license

  A

  quality

  C

  maintenance

  Provides an external context buffer so a local model can maintain session memory across long tasks and search and page through large documents without loading them whole into its limited context window.

  Updated a month ago (2026-09-20 05:06 UTC)

  15

  1

  -

• Aleph

  Hmbown

  A

  license

  -Not graded

  quality

  D

  maintenance

  Enables AI assistants to analyze documents larger than their context window by loading files into RAM and querying them via search, navigation, and Python execution tools. Supports recursive reasoning to process massive datasets in chunks using sub-agents.

  Updated 6 months ago (2026-04-11 23:57 UTC)

  64 PyPI

  218

  MIT

• lattice-mcp

  yogthos

  A

  license

  -Not graded

  quality

  C

  maintenance

  Enables processing documents larger than LLM context windows using symbolic commands in Nucleus DSL, executed by the Lattice engine, without chunking or vector databases.

  Updated 5 months ago (2026-05-17 18:19 UTC)

  489 npm

  150

  Apache 2.0

• readscout

  Anarchiejs

  A

  license

  A

  quality

  A

  maintenance

  Enables coding agents to delegate the reading of large files, folders, and long logs to local models, returning short answers whose every claim is backed by a quote verified word for word in the source with its real file:line. Everything runs on the user's own hardware, so no file content ever leaves the machine.

  Updated 5 hours ago (2026-10-16 17:51 UTC)

  3

  MIT