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Synapse Layer — Trust Infrastructure for AI Agents

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io.github.SynapseLayer/synapse-layerv2.4.6

MCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.

AI & Agents

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https://forge.synapselayer.org/api/mcp

x-connect-token (optional)

Connect token for API authentication (sk_connect_*). Obtain via Forge → Dashboard → Connect.

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Tool list from our last check. Connect live to refresh it.

health_check Read-only

Check service availability, engine version, and storage health. Public method.

This tool takes no arguments.

Synapse Layer — Trust Infrastructure for AI Agents MCP server | mcptry

Tools (13)

health_check

Check service availability, engine version, and storage health. Public method.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "properties": {}
}

initialize_context

Initialize a persistent memory context for a conversation or agent session. Returns REDACTED metadata by default (detail="summary"). Use detail="full" with a reason (10–200 chars) to retrieve plaintext content under MEMORY_EXPORT_GOVERNANCE_V1.

read-only

Argument	Type	Description
detail	string	Detail level. "summary" (default) = redacted metadata only, no plaintext. "full" = plaintext content; REQUIRES the reason parameter and is audit-logged.
reason	string	REQUIRED only when detail="full" (10–200 chars). Audit policy: MEMORY_EXPORT_GOVERNANCE_V1. Human-readable justification for retrieving PLAINTEXT context. Without it, detail="full" WILL fail with code -32602.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "detail": {
      "enum": [
        "summary",
        "full"
      ],
      "type": "string",
      "description": "Detail level. \"summary\" (default) = redacted metadata only, no plaintext. \"full\" = plaintext content; REQUIRES the reason parameter and is audit-logged."
    },
    "reason": {
      "type": "string",
      "description": "REQUIRED only when detail=\"full\" (10–200 chars). Audit policy: MEMORY_EXPORT_GOVERNANCE_V1. Human-readable justification for retrieving PLAINTEXT context. Without it, detail=\"full\" WILL fail with code -32602."
    }
  }
}

list_memories

List memory metadata with pagination and governance limits.

read-only

Argument	Type	Description
limit	number	Maximum memory metadata rows to return. Hard-capped: default 5, max 10. Values above 10 are silently reduced to 10.
scope	string	Explicit memory scope. "agent" (default, fail-closed) = lists memories for the given agent_id (or the token agent). "tenant" = lists memories across all agents of the authenticated tenant.
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier (canonical or alias). Used only when scope="agent" or scope is inferred.

Input schema (JSON)

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "number",
      "description": "Maximum memory metadata rows to return. Hard-capped: default 5, max 10. Values above 10 are silently reduced to 10."
    },
    "scope": {
      "enum": [
        "agent",
        "tenant"
      ],
      "type": "string",
      "description": "Explicit memory scope. \"agent\" (default, fail-closed) = lists memories for the given agent_id (or the token agent). \"tenant\" = lists memories across all agents of the authenticated tenant."
    },
    "subject": {
      "type": "string",
      "description": "ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email."
    },
    "agent_id": {
      "type": "string",
      "description": "Agent identifier (canonical or alias). Used only when scope=\"agent\" or scope is inferred."
    }
  }
}

memory_feedback

Submit feedback to adjust trust scoring for stored memories.

Argument	Type	Description
signal*	string	Feedback signal: used (auto), helpful (positive), irrelevant (negative), ignored.
memoryId	string	Deprecated camelCase alias of memory_id — still accepted for backward compatibility.
memory_id	string	ID of the memory to provide feedback on (canonical snake_case name).
sessionId	string	Deprecated camelCase alias of session_id — still accepted for backward compatibility.
session_id	string	Optional session identifier for tracking (canonical snake_case name).

Input schema (JSON)

{
  "type": "object",
  "required": [
    "signal"
  ],
  "properties": {
    "signal": {
      "enum": [
        "used",
        "ignored",
        "helpful",
        "irrelevant"
      ],
      "type": "string",
      "description": "Feedback signal: used (auto), helpful (positive), irrelevant (negative), ignored."
    },
    "memoryId": {
      "type": "string",
      "description": "Deprecated camelCase alias of memory_id — still accepted for backward compatibility."
    },
    "memory_id": {
      "type": "string",
      "description": "ID of the memory to provide feedback on (canonical snake_case name)."
    },
    "sessionId": {
      "type": "string",
      "description": "Deprecated camelCase alias of session_id — still accepted for backward compatibility."
    },
    "session_id": {
      "type": "string",
      "description": "Optional session identifier for tracking (canonical snake_case name)."
    }
  }
}

neural_handover

Transfer contextual state between agents with continuity controls.

Argument	Type	Description
token*	string	The handover token (64 hex chars). Generated by the source agent/user in Forge UI.
reason*	string	REQUIRED (10–200 chars). Human-readable justification for consuming this handover. Example: "Receiving project context from Claude session."
consuming_agent	string	Agent identifier consuming the handover (defaults to token agent).

Input schema (JSON)

{
  "type": "object",
  "required": [
    "token",
    "reason"
  ],
  "properties": {
    "token": {
      "type": "string",
      "description": "The handover token (64 hex chars). Generated by the source agent/user in Forge UI."
    },
    "reason": {
      "type": "string",
      "description": "REQUIRED (10–200 chars). Human-readable justification for consuming this handover. Example: \"Receiving project context from Claude session.\""
    },
    "consuming_agent": {
      "type": "string",
      "description": "Agent identifier consuming the handover (defaults to token agent)."
    }
  }
}

process_text

Extract candidate memories from free-form text with governance filters and sanitization.

Argument	Type	Description
text*	string	Free-form text to scan for auto-save triggers.
source	string	Source identifier (default: mcp).
project	string	Force a specific project namespace. Auto-detected if omitted.
agent_id	string	Agent identifier. Defaults to "default".

Input schema (JSON)

{
  "type": "object",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "description": "Free-form text to scan for auto-save triggers."
    },
    "source": {
      "type": "string",
      "description": "Source identifier (default: mcp)."
    },
    "project": {
      "type": "string",
      "description": "Force a specific project namespace. Auto-detected if omitted."
    },
    "agent_id": {
      "type": "string",
      "description": "Agent identifier. Defaults to \"default\"."
    }
  }
}

recall

Retrieve relevant persisted memory using semantic, temporal, priority, or hybrid routing. Governance: requires reason (10–200 chars). Rate limit: 20/min.

read-only

Argument	Type	Description
mode	string	Recall routing mode. "temporal" = pure chronological, "semantic" = FTS + TQ ranking, "priority" = critical/high-TQ first, "hybrid" = weighted blend, "auto" = detect from query (default).
limit	number	Maximum memories to return (1–50, default: 10).
query*	string	What to recall — natural language query for memory retrieval.
scope	string	Explicit memory scope. "agent" (default, fail-closed) = limits recall to the given agent_id (or the token agent). "tenant" = cross-agent recall within the authenticated tenant. If omitted with agent_id present, "agent" is inferred; if both omitted, the token agent is used (verified-token scope).
reason*	string	REQUIRED (10–200 chars). Audit policy: MEMORY_EXPORT_GOVERNANCE_V1. Human-readable justification for retrieving PLAINTEXT memory. Without this parameter the call WILL fail with code -32602. Example: "User asked me to summarize last week decisions."
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.

recall_memory

Recall persisted memory by query. Alias of recall.

read-only

Argument	Type	Description
mode	string	Recall routing mode.
limit	number	Maximum memories to return (1–50, default: 10).
query*	string	What to recall — natural language query for memory retrieval.
scope	string	Explicit memory scope. "agent" (default, fail-closed) = limits recall to the given agent_id (or the token agent). "tenant" = cross-agent recall within the authenticated tenant. If omitted with agent_id present, "agent" is inferred; if both omitted, the token agent is used (verified-token scope).
reason*	string	REQUIRED (10–200 chars). Audit policy: MEMORY_EXPORT_GOVERNANCE_V1. Without this the call WILL fail with code -32602. Example: "Checking user project status."
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier (canonical or alias). Used only when scope="agent" or scope is inferred.

save_memory

Save a memory entry to the persistent store. Alias of save_to_synapse.

Argument	Type	Description
tags	array	Tags for categorization.
content*	string	The memory content to store securely.
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier for memory isolation.
force_intent	string	MANUAL OVERRIDE ONLY — use apenas quando você (humano) quer forçar explicitamente a classificação de intenção. Valores reconhecidos: preference \| fact \| procedural \| bio \| critical \| operational \| strategic \| compliance \| security \| system_directive \| clinical \| general \| ephemeral. Se não tiver certeza, NÃO preencha este campo — o sistema classifica automaticamente. Valores não reconhecidos são ignorados silenciosamente e retornados em warnings.
intent_reason	string	Auditable reason for forcing intent classification. Max 500 characters. Ignored if force_intent is absent.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "content"
  ],
  "properties": {
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Tags for categorization."
    },
    "content": {
      "type": "string",
      "description": "The memory content to store securely."
    },
    "subject": {
      "type": "string",
      "description": "ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email."
    },
    "agent_id": {
      "type": "string",
      "description": "Agent identifier for memory isolation."
    },
    "force_intent": {
      "type": "string",
      "description": "MANUAL OVERRIDE ONLY — use apenas quando você (humano) quer forçar explicitamente a classificação de intenção. Valores reconhecidos: preference | fact | procedural | bio | critical | operational | strategic | compliance | security | system_directive | clinical | general | ephemeral. Se não tiver certeza, NÃO preencha este campo — o sistema classifica automaticamente. Valores não reconhecidos são ignorados silenciosamente e retornados em warnings."
    },
    "intent_reason": {
      "type": "string",
      "maxLength": 500,
      "description": "Auditable reason for forcing intent classification. Max 500 characters. Ignored if force_intent is absent."
    }
  }
}

save_to_synapse

Persist memory with encryption at rest, sanitization, and deduplication controls.

Argument	Type	Description
tags	array	Tags for categorization.
type	string	Event type: [MILESTONE], [DECISION], [ALERT], [AUTO-STRAT], [AUTO-OP], [AUTO-INSIGHT], [AUTO-DECISION], [AUTO-CONTEXT], [MANUAL].
content*	string	The memory content to store securely.
project	string	Project identifier (e.g., SYNAPSE_LAYER).
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier for memory isolation. Defaults to "default".
importance	number	Accepted for compatibility; not enforced by the API.
force_intent	string	MANUAL OVERRIDE ONLY — use apenas quando você (humano) quer forçar explicitamente a classificação de intenção. Valores reconhecidos: preference \| fact \| procedural \| bio \| critical \| operational \| strategic \| compliance \| security \| system_directive \| clinical \| general \| ephemeral. Se não tiver certeza, NÃO preencha este campo — o sistema classifica automaticamente. Valores não reconhecidos são ignorados silenciosamente e retornados em warnings.

Search persisted memory across agent scopes using full-text matching. Governance: requires reason (10–200 chars) because results contain plaintext content.

read-only

Argument	Type	Description
limit	number	Maximum results to return (1–50, default: 20).
query*	string	Search query — natural language or keywords.
scope	string	Explicit search scope. "agent" (default, fail-closed) = limits search to the given agent_id (or the token agent). "tenant" = cross-agent search within the authenticated tenant. If omitted with agent_id present, "agent" is inferred; if both omitted, the token agent is used (verified-token scope).
reason*	string	REQUIRED (10–200 chars). Audit policy: MEMORY_EXPORT_GOVERNANCE_V1. Human-readable justification for retrieving PLAINTEXT memory. Without this parameter the call WILL fail with code -32602. Example: "Checking prior migration decisions for the user."
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier (canonical or alias). Used only when scope="agent" or scope is inferred.

slo_report

Return uptime and SLO metrics for the MCP service.

read-only

Argument	Type	Description
admin_token*	string	Admin authentication token. Must match ADMIN_TOKEN environment variable.
window_hours	array	Time windows in hours for the report. Default: [24, 168] (24h + 7d).

Input schema (JSON)

{
  "type": "object",
  "required": [
    "admin_token"
  ],
  "properties": {
    "admin_token": {
      "type": "string",
      "description": "Admin authentication token. Must match ADMIN_TOKEN environment variable."
    },
    "window_hours": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "description": "Time windows in hours for the report. Default: [24, 168] (24h + 7d)."
    }
  }
}

store_memory

Store structured memory with metadata and trust scoring.

Argument	Type	Description
tags	array	Tags for categorization.
content*	string	The memory content to store securely.
subject	string	ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email.
agent_id	string	Agent identifier for memory isolation. Defaults to "default".
force_intent	string	MANUAL OVERRIDE ONLY — use apenas quando você (humano) quer forçar explicitamente a classificação de intenção. Valores reconhecidos: preference \| fact \| procedural \| bio \| critical \| operational \| strategic \| compliance \| security \| system_directive \| clinical \| general \| ephemeral. Se não tiver certeza, NÃO preencha este campo — o sistema classifica automaticamente. Valores não reconhecidos são ignorados silenciosamente e retornados em warnings.
intent_reason	string	Auditable reason for forcing intent classification. Max 500 characters. Ignored if force_intent is absent.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "content"
  ],
  "properties": {
    "tags": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Tags for categorization."
    },
    "content": {
      "type": "string",
      "description": "The memory content to store securely."
    },
    "subject": {
      "type": "string",
      "description": "ESCOPO1 (optional): opaque 8-128 char token ([A-Za-z0-9._:-]) that isolates memory to a single person within a shared connect-token. Omit for token-scoped behavior. Never include PII/email."
    },
    "agent_id": {
      "type": "string",
      "description": "Agent identifier for memory isolation. Defaults to \"default\"."
    },
    "force_intent": {
      "type": "string",
      "description": "MANUAL OVERRIDE ONLY — use apenas quando você (humano) quer forçar explicitamente a classificação de intenção. Valores reconhecidos: preference | fact | procedural | bio | critical | operational | strategic | compliance | security | system_directive | clinical | general | ephemeral. Se não tiver certeza, NÃO preencha este campo — o sistema classifica automaticamente. Valores não reconhecidos são ignorados silenciosamente e retornados em warnings."
    },
    "intent_reason": {
      "type": "string",
      "maxLength": 500,
      "description": "Auditable reason for forcing intent classification. Max 500 characters. Ignored if force_intent is absent."
    }
  }
}