How do I connect Matryoshka MCP Server to Claude?

The listing records `npx matryoshka-rlm "How many ERROR entries are there?" ./server.log` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code as compatible clients.

Is Matryoshka MCP Server free?

The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can Matryoshka MCP Server do?

Matryoshka MCP Server documents 19 tools to the agent, including lattice_bindings, lattice_close, lattice_expand. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

Matryoshka

Unclaimed

by yogthos

MCP server for token-efficient large document analysis via the use of REPL state

Install

$npx matryoshka-rlm "How many ERROR entries are there?" ./server.log

Set up this server

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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

ai-assistantdocument-analysisllmllm-toolsmcpmcp-servermodel-context-protocol

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Security profile

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19 of 19 tools

Documented tools (19)

From project documentation. A server handshake does not verify each tool’s description or behavior.

lattice_bindings

Show current variable bindings and memo labels

lattice_close

Close the session and free memory

lattice_expand

Expand a handle to see full data (with optional limit/offset)

lattice_help

Get Nucleus command reference

lattice_llm_batch_respond

Respond to a pending (llmbatch ...) suspension with all N responses

lattice_llm_respond

Respond to a pending (llmquery ...) suspension

lattice_load

Load a document for analysis

lattice_memo

Store arbitrary context as a memo handle (no document required)

lattice_memo_delete

Delete a stale memo to free memory

lattice_query

Execute Nucleus commands on the loaded document

lattice_reset

Reset all bindings and memos but keep document loaded

lattice_status

Get session status, document info, and memo usage

lattice-http

HTTP server for Nucleus queries

lattice-mcp

MCP server exposing direct Nucleus commands (no LLM required)

lattice-pipe

Pipe adapter for programmatic access

lattice-repl

Interactive REPL for Nucleus commands

lattice-setup

Setup script for Claude Code integration

rlm

Main CLI for document analysis with LLM reasoning

rlm-mcp

MCP server with full RLM + LLM orchestration (analyzedocument tool)

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Matryoshka MCP Server

How do I connect Matryoshka MCP Server to Claude?: The listing records `npx matryoshka-rlm "How many ERROR entries are there?" ./server.log` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Code as compatible clients.
Is Matryoshka MCP Server free?: The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Matryoshka MCP Server do?: Matryoshka MCP Server documents 19 tools to the agent, including lattice_bindings, lattice_close, lattice_expand. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.