MCP Knowledge Graph

Findings (7)

• mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.
  @modelcontextprotocol/sdk@1.0.1: 4 known vulnerabilities

  GHSA-6prh-2h8m-c8cw, GHSA-w48q-cv73-mx4w, GHSA-6prh-2h8m-c8cw, GHSA-w48q-cv73-mx4w

  package-lock.json
• mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.
  brace-expansion@1.1.12: 14 known vulnerabilities

  GHSA-3jxr-9vmj-r5cp, GHSA-6j4f-fj2g-mc7p, GHSA-f886-m6hf-6m8v, GHSA-mh99-v99m-4gvg, GHSA-q2hr-2g5m-vwhr +9 more

  package-lock.json
• mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.
  minimatch@3.1.2: 6 known vulnerabilities

  GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26, GHSA-7r86-cg39-jmmj, GHSA-23c5-xmqv-rm74, GHSA-3ppc-4f35-3m26 +1 more

  package-lock.json
• mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.
  zod@3.25.76: 2 known vulnerabilities

  GHSA-mrhx-c7xc-m3w5, GHSA-mrhx-c7xc-m3w5

  package-lock.json
• mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.
  Install contacted hosts other than package registries

  34.1.16.104.in-addr.arpa
• lowLow. Minor, or common in normal tools. Shown for information.
  package.json has a prepare script

  npm run build

  package.json
• lowLow. Minor, or common in normal tools. Shown for information.
  No manifest declaring network access and environment variables (agent.json)

Network activity

Tools exposed (10)

• aim_memory_store

  Store new memories. Use this to remember people, projects, concepts, or any information worth persisting. AIM (AI Memory) provides persistent memory for AI assistants. The 'aim_memory_' prefix groups all memory tools together. WHAT'S STORED: Memories have a name, type (person/project/concept/etc.)

• aim_memory_link

  Link two memories together with a relationship. Use this to connect related information. RELATION STRUCTURE: Each link has 'from' (subject), 'relationType' (verb), and 'to' (object). - Use active voice verbs: "manages", "works_at", "knows", "attended", "created" - Read as: "from relationType to" (e

• aim_memory_add_facts

  Add new facts to an existing memory. Use this to append information to something already stored. IMPORTANT: Memory must already exist - use aim_memory_store first. Throws error if not found. RETURNS: Array of {entityName, addedObservations} showing what was added (duplicates are ignored). DATABAS

• aim_memory_forget

  Forget memories. Removes memories and their associated links. DATABASE SELECTION: Entities are deleted from the specified database's knowledge graph. LOCATION OVERRIDE: Use the 'location' parameter to force deletion from 'project' (.aim directory) or 'global' (configured directory). Leave blank fo

• aim_memory_remove_facts

  Remove specific facts from a memory. Keeps the memory but removes selected observations. DATABASE SELECTION: Observations are deleted from entities within the specified database's knowledge graph. LOCATION OVERRIDE: Use the 'location' parameter to force deletion from 'project' (.aim directory) or

• aim_memory_unlink

  Remove links between memories. Keeps the memories but removes their connections. DATABASE SELECTION: Relations are deleted from the specified database's knowledge graph. LOCATION OVERRIDE: Use the 'location' parameter to force deletion from 'project' (.aim directory) or 'global' (configured direct

• aim_memory_read_all

  Read all memories in a database. Returns every stored memory and their links. FORMAT OPTIONS: - "json" (default): Structured JSON for programmatic use - "pretty": Human-readable text format DATABASE: Reads from the specified 'context' database, or master database if not specified. EXAMPLES: - aim

• aim_memory_search

  Search memories by keyword. Use this when you don't know the exact name of what you're looking for. WHAT IT SEARCHES: Matches query (case-insensitive) against: - Memory names (e.g., "John" matches "John_Smith") - Memory types (e.g., "person" matches all person memories) - Facts/observations (e.g.,

• aim_memory_get

  Retrieve specific memories by exact name. Use this when you know exactly what you're looking for. VS aim_memory_search: Use aim_memory_get for exact name lookup. Use aim_memory_search for fuzzy matching or when you don't know exact names. RETURNS: Requested entities and relations between them. Non

• aim_memory_list_stores

  List all available memory databases and show current storage location. DATABASE TYPES: - "default": The master database (memory.jsonl) - used when no context is specified - Named databases: Created via context parameter (e.g., "work" -> memory-work.jsonl) RETURNS: {project_databases: [...], global