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RE-call MCP Memory Server

Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.

GiulioDERgiulioder/re-call★ 6Updated Sep 25, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.GiulioDER/re-call",
  "description": "Agent memory on your own Postgres that flags superseded facts and abstains instead of guessing.",
  "title": "RE-call MCP Memory Server",
  "repository": {
    "url": "https://github.com/GiulioDER/RE-call",
    "source": "github"
  },
  "version": "0.14.0",
  "websiteUrl": "https://giulioder.github.io/RE-call/",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "recall-rag",
      "version": "0.14.0",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "runtimeArguments": [
        {
          "value": "recall-rag[mcp,fastembed]==0.14.0",
          "type": "named",
          "name": "--from"
        },
        {
          "value": "recall-mcp",
          "type": "positional"
        }
      ],
      "environmentVariables": [
        {
          "description": "PostgreSQL serving DSN for the RE-call memory store.",
          "isRequired": true,
          "format": "string",
          "isSecret": true,
          "placeholder": "postgresql://recall:recall@localhost:5432/recall",
          "name": "RECALL_SERVING_DSN"
        },
        {
          "description": "Tenant id served by this local stdio server.",
          "format": "string",
          "default": "default",
          "name": "RECALL_TENANT"
        },
        {
          "description": "Set to development only for local uncalibrated corpora.",
          "format": "string",
          "placeholder": "development",
          "name": "RECALL_TRUST_MODE"
        },
        {
          "description": "The embedder the corpus was BUILT with, for example voyage:voyage-4 or BAAI/bge-large-en-v1.5. It must match: several models emit 1024 dimensions, so a mismatch does not error, it returns a confidently ranked list that means nothing.",
          "format": "string",
          "default": "fastembed",
          "name": "RECALL_EMBEDDER"
        },
        {
          "description": "The chunk table inside that database. `recall quickstart` indexes into quickstart_chunks so its sample corpus can never be retrieved beside real memory; `recall setup` uses chunks. The wrong value returns no hits and no error.",
          "format": "string",
          "default": "chunks",
          "name": "RECALL_TABLE"
        },
        {
          "description": "Optional. Serve a subset of the tools: a preset (all, search, read) or explicit names. Every tool definition is re-sent every turn, so serving ones nobody calls costs input tokens on every turn. Unset serves them all.",
          "format": "string",
          "name": "RECALL_MCP_TOOLS"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:recall-rag@0.14.0
Runs install scripts—None
NetworkNoneNone
Needs credentialsRECALL_SERVING_DSNRECALL_SERVING_DSN
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #10.14.0latestOct 7, 2026