Server definition

Hash: sha256:7954b452d32a17e852d06a6f61157f0176241b5302d89fda339a55b9b0b876cc
What it is: What a remote MCP server returned when asked what it offers: 4 tools

The blob, as servednamed by its sha256

{
  "instructions": "Persistent memory and semantic vector search server across sessions for AI agents.\n1. **remember** -- Store durable facts about the user, project, or task in persistent memory across sessions.\n2. **recall** -- Search persistent memory by meaning/semantics rather than exact keyword match.\n3. **recent_memories** -- Retrieve recently stored memories for a namespace to re-orient at session start.\n4. **check_memory_service** -- Verify backend service health and availability.\n\nAuthentication: pass your Brainiall API key as a Bearer token in the Authorization header.",
  "tools": [
    {
      "description": "Check health status and connectivity of the persistent memory backend service.\n\nReturns:\n    Dict with health status ('healthy' or error details).",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {},
        "type": "object"
      },
      "name": "check_memory_service",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Search persistent memory by semantic meaning to retrieve past facts, context, or preferences.\n\nUse when answering queries that benefit from prior user context, past decisions,\nor stored preferences. Performs vector search (semantic similarity) rather\nthan simple keyword match.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "limit": {
            "default": 5,
            "description": "Maximum number of memory items to return (default: 5, ceiling: 50).",
            "type": "integer"
          },
          "namespace": {
            "description": "Storage namespace to search (e.g., 'user_123_pref', 'agent_project_alpha').",
            "type": "string"
          },
          "query": {
            "description": "Search query describing the fact, context, or topic to find by semantic similarity.",
            "type": "string"
          }
        },
        "required": [
          "namespace",
          "query"
        ],
        "type": "object"
      },
      "name": "recall",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Retrieve the most recently recorded memories for a namespace to re-orient at session startup.\n\nUse at the beginning of a conversation or task to discover recent context,\nactive objectives, or latest user facts recorded in this namespace.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "limit": {
            "default": 5,
            "description": "Maximum number of recent memories to return (default: 5, ceiling: 50).",
            "type": "integer"
          },
          "namespace": {
            "description": "Storage namespace to inspect (e.g., 'user_123_pref', 'agent_project_alpha').",
            "type": "string"
          }
        },
        "required": [
          "namespace"
        ],
        "type": "object"
      },
      "name": "recent_memories",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    },
    {
      "description": "Store a durable fact, preference, or decision into persistent memory across sessions.\n\nUse when you discover an important user preference, key background detail,\narchitecture choice, or durable fact that must be recalled in future sessions.\nDo NOT use for storing entire conversation logs or transient temporary state.",
      "inputSchema": {
        "additionalProperties": false,
        "properties": {
          "metadata": {
            "anyOf": [
              {
                "additionalProperties": true,
                "type": "object"
              },
              {
                "type": "null"
              }
            ],
            "default": null,
            "description": "Optional structured key-value metadata to attach to this memory (e.g., {'category': 'user_preference', 'source': 'onboarding'})."
          },
          "namespace": {
            "description": "Isolated storage namespace for the agent or user (e.g., 'user_123_pref', 'agent_project_alpha'). Must be 1-64 alphanumeric characters, hyphens, underscores, or dots.",
            "type": "string"
          },
          "text": {
            "description": "Durable fact, preference, decision, or memory to store. Store key facts for future sessions; do NOT store raw full chat transcripts.",
            "type": "string"
          }
        },
        "required": [
          "namespace",
          "text"
        ],
        "type": "object"
      },
      "name": "remember",
      "outputSchema": {
        "additionalProperties": true,
        "type": "object"
      }
    }
  ]
}

Verify it yourself

curl -s https://api.teppi.xyz/v1/evidence/sha256:7954b452d32a17e852d06a6f61157f0176241b5302d89fda339a55b9b0b876cc | sha256sum