Other · Local MCP server

Massive Context MCP

Handles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.

What the MCP Registry states

The entry as published to the official MCP Registry (read 2026-10-04), latest version.

Registry name
io.github.egoughnour/massive-context-mcp
Version
3.0.1
Status
Active
Category
other
Transport
stdio (local process)
Package
PyPI, MCP Bundle (.mcpb)
Published
2026-01-19
Updated
2026-01-19
Publisher
egoughnour (GitHub) · 4 servers with pages here
Listed under
Ollama MCP servers
Repository
github.com/egoughnour/massive-context-mcp
Source
Registry API entry

Packages

RegistryPackageVersionTransportEnvironment variables
PyPImassive-context-mcp3.0.1stdioRLM_DATA_DIR, OLLAMA_URL
MCP Bundle (.mcpb)https://github.com/egoughnour/massive-context-mcp/releases/download/v3.0.1/massive-context-mcp.mcpbSHA-256 checksum stated—stdioRLM_DATA_DIR, OLLAMA_URL

How to connect Massive Context MCP

Massive Context MCP runs locally from a Python package published to PyPI: massive-context-mcp version 3.0.1. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs Python; clients usually start it with uvx (from uv) or after pip install — the usual command is uvx massive-context-mcp. It reads these environment variables: RLM_DATA_DIR and OLLAMA_URL; set them in the client's configuration for this server.

Massive Context MCP runs locally from an MCP Bundle: a single downloadable archive holding a local server and a manifest that describes it: https://github.com/egoughnour/massive-context-mcp/releases/download/v3.0.1/massive-context-mcp.mcpb. It speaks MCP over stdio, so the client starts it as a program and talks to it through standard input and output. It needs a client that installs MCP Bundles; the file is opened in, or added to, that client. It reads these environment variables: RLM_DATA_DIR and OLLAMA_URL; set them in the client's configuration for this server.

In the mcpServers JSON format that many desktop and editor MCP clients read, the entry looks like this (placeholders in angle brackets):

{
  "mcpServers": {
    "massive-context-mcp": {
      "command": "uvx",
      "args": [
        "massive-context-mcp"
      ],
      "env": {
        "RLM_DATA_DIR": "<value>",
        "OLLAMA_URL": "<value>"
      }
    }
  }
}

Derived from the registry entry, not tested here. What the server does, and on what terms, is set by its publisher; check its repository or website before giving it access to your accounts or files. How to add an MCP server to an assistant · Before you connect

More from egoughnour (GitHub)

All 4 →
ServerRunsEndpoint or package
Code Firewall MCPStructural similarity-based code filter. Stops malicious code pattern reaching execution tools.Local · stdioPyPI: code-firewall-mcp
Cowork HistoryHybrid search for Cowork history: FTS, Spotlight, and semantic vectors.Local · stdioPyPI: cowork-history
Curate-IpsumCode synthesis through belief revision, mutation testing, and verification.Local · stdioPyPI: curate-ipsum

More other servers

All 6,730 →
ServerRunsEndpoint or package
MarutapAgent requests a purchase, the human taps approve, the agent gets a card scoped to it.Remote · HTTPmcp.marutap.com
Marz Greta Lock NetworkEQ scoring plus a read-only Storelayer matcher and guarded self-install; no website credentials.Remote · HTTPeqbuilder.dev
MascotlineOne mascot, locked once, drawn in any scene on demand and checked against its own identity.Remote · HTTPapp.mascotline.dev
MaskFlow PII proxyMask PII in outbound MCP tool-call arguments, unmask the results. Indian identifiers included.Local · stdioPyPI: maskflow-mcp
Master DiegoWhat your rivals' users ask for, counted by distinct account, link on every line.Remote · HTTPmasterdiego.com
Master Setter Pokémon TCG CatalogPokémon TCG cards in 14 languages: 196k cards, 272k printings, deepest Korean/Thai/Chinese.Remote · HTTPapi.master-setter.com
MastheadsRead and write your own AI newsroom: articles, their sources, the checks, the editor of record.Remote · HTTPapi.mastheads.app
Mastodon MCPMastodon instance info and trends. No key required.Local · stdionpm: @mrfentmen/mastodon-mcp