ContextForge

Register Hindsight as an MCP backend in IBM ContextForge, an open-source MCP gateway. Once registered, every AI tool connected to ContextForge — Dust, Claude Desktop, custom agents — gets access to Hindsight's retain, recall, and reflect tools through a single unified endpoint.

Why ContextForge + Hindsight?

ContextForge acts as a central MCP hub that aggregates multiple MCP servers behind one authenticated endpoint. Adding Hindsight as a backend means:

• One endpoint, many tools — AI platforms connect to ContextForge once and get access to Hindsight memory alongside your other MCP servers (databases, workflows, metadata catalogs)
• Centralized auth — ContextForge handles SSO, RBAC, and JWT-based authentication; no need to expose Hindsight directly
• Team-scoped memory — Use ContextForge's team/visibility model to control which teams can access which memory banks
• No code changes — Hindsight's built-in MCP endpoint (/mcp) speaks standard Streamable HTTP; ContextForge connects to it natively

Architecture

AI Tools (Dust, Claude Desktop, custom agents)
        │
        ▼
┌─────────────────────────────┐
│  ContextForge MCP Gateway   │  ← SSO, RBAC, session management
│  (unified MCP endpoint)     │
└──────────┬──────────────────┘
           │  Streamable HTTP
     ┌─────┴──────┬──────────────┐
     ▼            ▼              ▼
 Hindsight    PostgreSQL     OpenMetadata
 (memory)     MCP (SQL)      (metadata)

Prerequisites

• A running Hindsight instance (Docker, Helm, or Cloud)
• A running ContextForge instance
• Network connectivity between ContextForge and Hindsight (same Kubernetes cluster, VPC, or public URL)

Setup

Option 1: Register via ContextForge Admin UI

1. Log in to ContextForge as an admin
2. Navigate to Servers → Add Server
3. Fill in:
   • Name: hindsight
   • URL: http://<hindsight-host>:8888/mcp (or your Hindsight API URL + /mcp)
   • Transport: Streamable HTTP
4. Click Save

Option 2: Register via Admin API

# Authenticate
TOKEN=$(curl -s -X POST https://your-contextforge.com/auth/login \
  -H "Content-Type: application/json" \
  -d '{"email": "admin@example.com", "password": "your-password"}' \
  | jq -r '.access_token')

# Register Hindsight as an MCP server
curl -X POST https://your-contextforge.com/admin/servers \
  -H "Authorization: Bearer $TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "name": "hindsight",
    "url": "http://hindsight-api:8888/mcp",
    "transport": "streamable_http",
    "description": "Hindsight agent memory — retain, recall, and reflect"
  }'

Option 3: Kubernetes (Helm)

If both services run in the same EKS/Kubernetes cluster, Hindsight is reachable at its in-cluster service DNS:

http://hindsight-api.hindsight.svc.cluster.local:8888/mcp

Register this URL in ContextForge using either the UI or API methods above.

For automated registration on every Helm deploy, add a post-install Job to your ContextForge chart that calls the Admin API (see the Helm example below).

Verifying the Integration

Once registered, verify Hindsight tools are available through ContextForge:

# List tools via ContextForge's MCP endpoint
curl -s -X POST https://your-contextforge.com/mcp \
  -H "Authorization: Bearer $TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc": "2.0", "id": 1, "method": "tools/list"}' \
  | jq '.result[] | select(.name | startswith("hindsight"))'

You should see Hindsight's tools: retain, recall, reflect, list_banks, etc.

Bank Modes

Hindsight's MCP endpoint supports two modes. Choose based on your use case:

Multi-bank mode (default)

Register the root MCP endpoint:

http://hindsight-api:8888/mcp

All tools include an optional bank_id parameter. Agents can create and switch between memory banks dynamically.

Single-bank mode

Pin to a specific bank by including the bank ID in the URL:

http://hindsight-api:8888/mcp/my-team-bank/

Tools are scoped to that bank — no bank_id parameter needed. Useful when you want each ContextForge team to have its own isolated memory.

Available Tools

Once registered, these Hindsight tools become available through ContextForge:

Tool	Description
retain	Store information to long-term memory
recall	Search memories with natural language queries
reflect	Synthesize memories into a reasoned answer
list_banks	List all memory banks
create_bank	Create a new memory bank
list_mental_models	List pinned reflections
create_mental_model	Create a new mental model
list_documents	List ingested documents

See the full tool list in the MCP Server reference.

Helm Auto-Registration

To automatically register Hindsight in ContextForge on every Helm deploy, add a post-install/post-upgrade Job to your ContextForge chart:

apiVersion: batch/v1
kind: Job
metadata:
  name: register-hindsight-{{ .Release.Revision }}
  annotations:
    "helm.sh/hook": post-install,post-upgrade
    "helm.sh/hook-weight": "5"
    "helm.sh/hook-delete-policy": before-hook-creation
spec:
  backoffLimit: 3
  ttlSecondsAfterFinished: 300
  template:
    spec:
      restartPolicy: OnFailure
      containers:
        - name: register
          image: curlimages/curl:latest
          command: ["/bin/sh", "-c"]
          args:
            - |
              # Wait for ContextForge
              for i in $(seq 1 12); do
                curl -sf http://context-forge:4444/health && break
                sleep 10
              done
              # Authenticate
              TOKEN=$(curl -s -X POST http://context-forge:4444/auth/login \
                -H "Content-Type: application/json" \
                -d "{\"email\": \"$ADMIN_USER\", \"password\": \"$ADMIN_PASS\"}" \
                | grep -o '"access_token":"[^"]*"' | cut -d'"' -f4)
              # Register or update
              curl -X POST http://context-forge:4444/admin/servers \
                -H "Authorization: Bearer $TOKEN" \
                -H "Content-Type: application/json" \
                -d '{
                  "name": "hindsight",
                  "url": "http://hindsight-api.hindsight.svc.cluster.local:8888/mcp",
                  "transport": "streamable_http",
                  "description": "Hindsight agent memory"
                }'
          env:
            - name: ADMIN_USER
              valueFrom:
                secretKeyRef:
                  name: context-forge-credentials
                  key: ADMIN_USERNAME
            - name: ADMIN_PASS
              valueFrom:
                secretKeyRef:
                  name: context-forge-credentials
                  key: ADMIN_PASSWORD

Connecting AI Tools via ContextForge

Once Hindsight is registered in ContextForge, AI tools connect to ContextForge's unified endpoint — not directly to Hindsight.

Dust

1. In Dust → Spaces → Tools → Add MCP Server
2. URL: https://your-contextforge.com/mcp
3. Auth: Bearer token (ContextForge JWT or MCP client token)
4. Hindsight tools appear alongside all other registered MCP servers

Claude Desktop

Add to your MCP config:

{
  "mcpServers": {
    "context-forge": {
      "url": "https://your-contextforge.com/mcp",
      "headers": {
        "Authorization": "Bearer <your-contextforge-token>"
      }
    }
  }
}

Troubleshooting

Hindsight tools not appearing

Verify the server is registered and healthy:

# Check registered servers
curl -s https://your-contextforge.com/admin/servers \
  -H "Authorization: Bearer $TOKEN" | jq '.[] | select(.name == "hindsight")'

# Test Hindsight directly
curl -s http://hindsight-api:8888/health

Connection refused from ContextForge

If ContextForge can't reach Hindsight:

• Verify network connectivity (same namespace/VPC, NetworkPolicy allows traffic)
• Check the registered URL matches the actual Hindsight service endpoint
• Ensure SSRF_ALLOW_PRIVATE_NETWORKS=true is set in ContextForge (required for in-cluster backends)

Auth errors

ContextForge authenticates users at the gateway level. Hindsight's MCP endpoint doesn't require separate auth when accessed from within the cluster. If you've enabled MCP_AUTH_TOKEN on Hindsight, pass it via ContextForge's header passthrough:

# Ensure ContextForge forwards Authorization headers
ENABLE_HEADER_PASSTHROUGH=true
DEFAULT_PASSTHROUGH_HEADERS='["Authorization"]'