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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "--from",
        "memograph",
        "memograph==0.4.0",
        "memograph-mcp"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "${MEMOGRAPH_VAULT}",
        "MEMOGRAPH_READONLY": "false",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

claude mcp add memograph -e "MEMOGRAPH_VAULT=${MEMOGRAPH_VAULT}" -e "MEMOGRAPH_READONLY=false" -e "ANTHROPIC_API_KEY=${ANTHROPIC_API_KEY}" -e "OPENAI_API_KEY=${OPENAI_API_KEY}" -e "OLLAMA_HOST=http://localhost:11434" -- uvx --from memograph memograph==0.4.0 memograph-mcp

[mcp_servers.memograph]
command = "uvx"
args = ["--from", "memograph", "memograph==0.4.0", "memograph-mcp"]
env = { "MEMOGRAPH_VAULT" = "${MEMOGRAPH_VAULT}", "MEMOGRAPH_READONLY" = "false", "ANTHROPIC_API_KEY" = "${ANTHROPIC_API_KEY}", "OPENAI_API_KEY" = "${OPENAI_API_KEY}", "OLLAMA_HOST" = "http://localhost:11434" }

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "memograph": {
      "type": "local",
      "command": [
        "uvx",
        "--from",
        "memograph",
        "memograph==0.4.0",
        "memograph-mcp"
      ],
      "enabled": true,
      "environment": {
        "MEMOGRAPH_VAULT": "{env:MEMOGRAPH_VAULT}",
        "MEMOGRAPH_READONLY": "false",
        "ANTHROPIC_API_KEY": "{env:ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "{env:OPENAI_API_KEY}",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "--from",
        "memograph",
        "memograph==0.4.0",
        "memograph-mcp"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "${MEMOGRAPH_VAULT}",
        "MEMOGRAPH_READONLY": "false",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=memograph&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyItLWZyb20iLCJtZW1vZ3JhcGgiLCJtZW1vZ3JhcGg9PTAuNC4wIiwibWVtb2dyYXBoLW1jcCJdLCJlbnYiOnsiTUVNT0dSQVBIX1ZBVUxUIjoiJHtNRU1PR1JBUEhfVkFVTFR9IiwiTUVNT0dSQVBIX1JFQURPTkxZIjoiZmFsc2UiLCJBTlRIUk9QSUNfQVBJX0tFWSI6IiR7QU5USFJPUElDX0FQSV9LRVl9IiwiT1BFTkFJX0FQSV9LRVkiOiIke09QRU5BSV9BUElfS0VZfSIsIk9MTEFNQV9IT1NUIjoiaHR0cDovL2xvY2FsaG9zdDoxMTQzNCJ9fQ%3D%3D"
}

{
  "servers": {
    "memograph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "--from",
        "memograph",
        "memograph==0.4.0",
        "memograph-mcp"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "${MEMOGRAPH_VAULT}",
        "MEMOGRAPH_READONLY": "false",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

{
  "mcpServers": {
    "memograph": {
      "command": "uvx",
      "args": [
        "--from",
        "memograph",
        "memograph==0.4.0",
        "memograph-mcp"
      ],
      "env": {
        "MEMOGRAPH_VAULT": "${MEMOGRAPH_VAULT}",
        "MEMOGRAPH_READONLY": "false",
        "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}",
        "OPENAI_API_KEY": "${OPENAI_API_KEY}",
        "OLLAMA_HOST": "http://localhost:11434"
      }
    }
  }
}

extensions:
  "memograph":
    enabled: true
    name: "memograph"
    type: stdio
    cmd: "uvx"
    args:
      - "--from"
      - "memograph"
      - "memograph==0.4.0"
      - "memograph-mcp"
    envs:
      "MEMOGRAPH_VAULT": "${MEMOGRAPH_VAULT}"
      "MEMOGRAPH_READONLY": "false"
      "ANTHROPIC_API_KEY": "${ANTHROPIC_API_KEY}"
      "OPENAI_API_KEY": "${OPENAI_API_KEY}"
      "OLLAMA_HOST": "http://localhost:11434"
    timeout: 300

Placeholders to fill from your own secret store: ${ANTHROPIC_API_KEY}, ${OPENAI_API_KEY}. The registry never accepts secret values.

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25

n/a
protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygienen/a · weight 30

n/a
tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool list unknown

dependencies100 · weight 15

pass
deps.known_vulnsno known advisory in 34 resolved packages
pass
deps.mcp_sdk_versionmcp 1.30.0, no known advisory
pass
deps.resolvable[email protected] resolved: 34 packages

Tool list unknown · checked 2026-10-20 11:40 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 81 / 100

provenance80

livenessn/a

freshness65

hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured ~updated-117d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI33 dependencies, resolved · MCP SDK mcp 1.30.0 · advisories checked 2026-10-19

No known advisory affects this dependency graph.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

package	registry	version	runtime	secrets
`memograph`	pypi	0.4.0	uvx	`ANTHROPIC_API_KEY`, `OPENAI_API_KEY`

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.Indhar01/memograph",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.4.0",
  "packages": [
    {
      "version": "0.4.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "memograph",
      "runtimeHint": "uvx",
      "registryType": "pypi",
      "packageArguments": [
        {
          "type": "positional",
          "value": "memograph-mcp",
          "valueHint": "memograph-mcp",
          "description": "Console script that starts the MemoGraph MCP server (registered by pyproject.toml [project.scripts])."
        }
      ],
      "runtimeArguments": [
        {
          "name": "--from",
          "type": "named",
          "value": "memograph",
          "description": "Install the memograph package and expose its console scripts."
        }
      ],
      "environmentVariables": [
        {
          "name": "MEMOGRAPH_VAULT",
          "format": "filepath",
          "isRequired": true,
          "description": "Path to your MemoGraph vault directory (created if missing).",
          "placeholder": "~/my-vault"
        },
        {
          "name": "MEMOGRAPH_READONLY",
          "format": "boolean",
          "choices": [
            "true",
            "false"
          ],
          "default": "false",
          "description": "Set to 'true' to block destructive MCP tools (delete_memory, update_memory, bulk_create, batch_delete, batch_update). Recommended for shared or untrusted clients."
        },
        {
          "name": "MEMOGRAPH_PROVIDER",
          "format": "string",
          "choices": [
            "claude",
            "ollama"
          ],
          "description": "Optional LLM provider for query_with_context tool. Only needed if you want AI-generated answers."
        },
        {
          "name": "MEMOGRAPH_MODEL",
          "format": "string",
          "description": "Optional LLM model name (e.g. 'claude-sonnet-4-6'). Used together with MEMOGRAPH_PROVIDER.",
          "placeholder": "claude-sonnet-4-6"
        },
        {
          "name": "ANTHROPIC_API_KEY",
          "format": "string",
          "isSecret": true,
          "description": "API key for Anthropic Claude. Required when MEMOGRAPH_PROVIDER=claude or when using the [anthropic] extra."
        },
        {
          "name": "OPENAI_API_KEY",
          "format": "string",
          "isSecret": true,
          "description": "API key for OpenAI. Required when using the [openai] extra (embeddings or LLM)."
        },
        {
          "name": "OLLAMA_HOST",
          "format": "string",
          "default": "http://localhost:11434",
          "description": "Base URL for a local Ollama server (default http://localhost:11434). Only needed when MEMOGRAPH_PROVIDER=ollama or the [ollama] extra is installed."
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/Indhar01/MemoGraph",
    "source": "github"
  },
  "description": "Graph-based memory system for LLMs with knowledge graphs and semantic search."
}