Koskamo

memors-mcp

memors-mcp is a local Model Context Protocol server providing a measurable, explainable knowledge base for AI agents. It uses hybrid search with provenance over a single SQLite file, supporting tools for ingesting documents, searching passages, recording atomic facts, and exploring knowledge graphs without cloud dependencies.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

memors-mcp logo, by kKEoCommunity listingLocal stdioSource reviewed; not executedPublished by kKEo
Vendor documentation

What you can do with it

  • Ingest documents as markdown with provenance
  • Search passages using words, identifiers, and meaning
  • Record atomic facts with evidence and validity dates
  • Explore knowledge graph connections between entities

Source and maintenance

Community listingRegistry 1.6.5
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

https://github.com/kKEo/memors/releases/download/v1.6.5/memors-mcp_1.6.5_linux_amd64.tar.gz 1.6.5

mcpbSHA-256 supplied
https://github.com/kKEo/memors/releases/download/v1.6.5/memors-mcp_1.6.5_linux_amd64.tar.gz package definition
{
  "version": "1.6.5",
  "transport": "stdio",
  "fileSha256": "63744f5fa320df4c78e60a50b7b4c0c4a7abd33debf1a9e659cb4b992151991d",
  "identifier": "https://github.com/kKEo/memors/releases/download/v1.6.5/memors-mcp_1.6.5_linux_amd64.tar.gz",
  "registryType": "mcpb",
  "environmentVariables": [
    {
      "name": "MEMORS_KB",
      "format": "string",
      "default": "default",
      "description": "Name of the knowledge base to open; one SQLite file per name under $MEMORS_HOME/kb/."
    },
    {
      "name": "MEMORS_HOME",
      "format": "string",
      "description": "Base directory for knowledge bases and settings (default ~/.memors-mcp)."
    },
    {
      "name": "MEMORS_MODEL",
      "format": "string",
      "description": "Embedding model id from `memors-mcp model ls` (default granite-small-r2)."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Let your agent find its tools

Find servers like memors-mcp from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.