// MCP TOOL REFERENCE

MCP MEMORY GATEWAY TOOLS

57 tools from the MCP Memory Gateway MCP Server, categorised by risk level.

// ALL 57 MCP MEMORY GATEWAY TOOLS

READ 36 tools

Read append_feedback_context Append a follow-up message to an open feedback session. Call this when the user types additional context af... Read capture_feedback Capture an up/down signal plus one line of why. Vague feedback is logged, then returned with a clarificatio... Read capture_memory_feedback Capture success/failure feedback to harden future workflows. Aliased to capture_feedback. Read commerce_recall Recall past feedback filtered by commerce categories (product_recommendation, brand_compliance, sizing, pri... Read construct_context_pack Construct a bounded context pack from contextfs Read context_provenance Get recent context/provenance events Read dashboard Get full ThumbGate dashboard -- Harness Score, gate stats, prevention impact, proof, and system health Read database-migration Database migration best practices Read describe_reliability_entity Get the definition and state of a business entity (Customer, Revenue, Funnel). Aliased to describe_semantic... Read describe_semantic_entity Get the canonical definition and state of a business entity (Customer, Revenue, Funnel). Read diagnose_failure Diagnose a failed or suspect workflow step using MCP schema, workflow, gate, and approval constraints. Read enforcement_matrix Show the full Enforcement Matrix: feedback pipeline stats, active pre-action gates, and rejection ledger wi... Read evaluate_context_pack Record evaluation outcome for a context pack Read feedback_stats Get feedback stats and recommendations Read feedback_summary Get summary of recent feedback Read follower_growth Returns follower count snapshots for a platform over the past N days. Read gate_stats Get gate enforcement statistics -- blocked count, warned count, top gates Read get_business_metrics Retrieve high-level business metrics (Revenue, Conversion, Customers) from the Semantic Layer. Read get_reliability_rules Retrieve active prevention rules and success patterns. Aliased to prevention_rules. Read infer_lesson_from_history Perform autonomous inference on chat history to identify why a failure occurred and what rule should be rec... Read list_harnesses List natural-language harness specs for portable workflow control, proof-backed verification, and GTM execu... Read list_intents List available intent plans and whether each requires human approval in the active profile Read org_dashboard Org-wide multi-agent dashboard — shows all active agents, gate decisions, adherence rates, risk agents, and... Read prevention_rules Generate prevention rules from repeated mistake patterns Read query_social_metrics Returns aggregated engagement metrics from the social analytics database for the given platform and time wi... Read retrieve_lessons Retrieve the most relevant lessons for a given tool/action context. Use in PreToolUse hooks for per-action ... Read satisfy_gate Satisfy a gate condition with optional structured reasoning. Evidence is stored with a 5-minute TTL. When s... Read search_lessons Search promoted lessons and show the corrective actions, lifecycle state, prevention rules, gates, and next... Read search_rlhf Search raw ThumbGate state across feedback logs, ContextFS memory, and prevention rules. Read session_search Search past session notes and conversations using full-text search. Returns relevant sessions from the SQLi... Read settings_status Resolve managed, user, project, and local ThumbGate settings with per-field origin metadata for policy visi... Read social_digest Returns a full digest object summarising all social metrics, follower deltas, and top content for the past ... Read stripe-integration Stripe API best practices Read top_social_content Returns top content items ranked by total engagement (likes + comments + shares + saves) over the past N days. Read track_action Record a verification action in the current session (for example figma_verified or tests_passed). Session a... Read verify_claim Check whether a claim has enough tracked evidence before the agent asserts it.

WRITE 12 tools

Write complete_handoff Complete a sequential delegation handoff and record verification outcomes Write estimate_uncertainty Estimate Bayesian uncertainty for a set of tags based on past feedback. Write export_databricks_bundle Export ThumbGate logs and proof artifacts as a Databricks-ready analytics bundle Write export_dpo_pairs Export DPO preference pairs from local memory log Write generate_skill Auto-generate Claude skills from repeated feedback patterns. Clusters failure patterns by tags and produces... Write open_feedback_session Open a feedback session after thumbs up/down. Follow-up messages will be captured for 60s. Write plan_intent Generate an intent execution plan with policy checkpoints Write register_claim_gate Register a custom claim verification rule in local runtime state without editing tracked repo config. Write report_product_issue Report a bug, suggestion, or complaint about ThumbGate itself (not project feedback). Auto-files a GitHub i... Write schedule Create, list, or delete scheduled tasks. Supports natural language scheduling like Write session_handoff Write a session handoff primer that auto-captures git state (branch, last 5 commits, modified files), last ... Write webhook_deliver Send a message to Teams, Slack, or Discord via webhook. Use for status reports, alerts, and notifications.

DESTRUCTIVE 1 tools

Destructive user_profile Manage persistent user profile — preferences, style, domain knowledge that persists across sessions. Action...

EXECUTE 7 tools

Execute bootstrap_internal_agent Normalize a GitHub/Slack/Linear trigger into startup context, construct a recall pack, prepare a git worktr... Execute railway-deploy Railway deployment best practices Execute recall Recall relevant past feedback, memories, and prevention rules for the current task. Call this at the start ... Execute reflect_on_feedback Run a post-mortem analysis on negative feedback. Returns a proposed rule and recurrence info. Execute run_harness Execute a natural-language harness through the async job runner with checkpoints, verification, and proof-b... Execute session_primer Read the most recent session handoff primer to restore context from the previous session. Call at session s... Execute start_handoff Start a sequential delegation handoff from a delegation-eligible intent plan

FINANCIAL 1 tools

Financial finalize_feedback_session Finalize a feedback session and re-infer the lesson with all follow-up context.

// FAQ

How many tools does the MCP Memory Gateway MCP server have? +

The MCP Memory Gateway MCP server exposes 57 tools across 5 categories: Read, Write, Destructive, Execute, Financial.

How do I enforce policies on MCP Memory Gateway tools? +

Route the MCP Memory Gateway server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard — they are enforced on every call before it reaches the server.

What risk categories do MCP Memory Gateway tools fall into? +

MCP Memory Gateway tools are categorised as Read (36), Write (12), Destructive (1), Execute (7), Financial (1). Each category has a recommended default policy.

Enforce policy on every MCP Memory Gateway tool call.

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