timepoint-mcp

MCP server for the Timepoint AI temporal knowledge platform.

Live at: mcp.timepointai.com

What is this?

A hosted Model Context Protocol server that gives AI agents structured access to the Timepoint ecosystem:

• Search & browse a causal graph of 196+ historical moments spanning 2000+ years
• Generate timepoints — rich historical scenes with narratives, characters, dialog, and AI images (coming soon)
• Navigate time — step forward/backward from any moment to discover what came before and after (coming soon)
• Chat with historical characters — in-context conversations with period-appropriate personalities (coming soon)
• Run simulations — multi-entity temporal scenarios via the SNAG engine (coming soon)

Works with Claude Desktop, Cursor, Windsurf, VS Code Copilot, the Anthropic Agent SDK, and any MCP-compatible client.

Get an API key

Visit timepointai.com or reach out on X @timepointai to request access.

Clockchain read tools (search, browse, moment detail) work without authentication at 30 req/min. Generation and simulation tools require an API key and credits.

Quick start

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "timepoint": {
      "url": "https://mcp.timepointai.com/mcp",
      "headers": {
        "X-API-Key": "tp_mcp_..."
      }
    }
  }
}

Cursor / Windsurf

Add to .cursor/mcp.json or equivalent:

{
  "mcpServers": {
    "timepoint": {
      "url": "https://mcp.timepointai.com/mcp",
      "headers": {
        "X-API-Key": "tp_mcp_..."
      }
    }
  }
}

Anthropic Agent SDK

from claude_agent_sdk import Agent
from claude_agent_sdk.mcp import MCPServerRemote

agent = Agent(
    model="claude-sonnet-4-6",
    mcp_servers=[
        MCPServerRemote(
            url="https://mcp.timepointai.com/mcp",
            headers={"X-API-Key": "tp_mcp_..."},
        )
    ],
)
result = agent.run("What happened in Rome in 44 BC?")

Local development

git clone https://github.com/timepointai/timepoint-mcp.git
cd timepoint-mcp
pip install -e .

# stdio transport (for Claude Desktop local)
python -m app.server --transport stdio

# HTTP transport (for remote testing)
python -m app.server --transport http --port 8000

Available tools

Phase 1 (live now) — Clockchain read tools

Tool	Auth	Description
search_moments	Optional	Search the temporal causal graph for historical events
get_moment	Optional	Get full detail for a historical moment by its canonical path
browse_graph	Optional	Browse the graph hierarchy — year, month, day, location, event
get_connections	Optional	Get causal/thematic connections: what caused this, what it caused
today_in_history	Key	Events that happened on today's date across all eras
random_moment	Key	Random historical moment for serendipitous discovery
graph_stats	Optional	Node/edge counts, date range, source distribution

Phase 2 (coming soon) — Generation tools

Tool	Credits	Description
generate_timepoint	5-10	Generate a historical timepoint with scene, characters, dialog, image
temporal_navigate	2	Step forward/backward in time from an existing timepoint
chat_with_character	1	Converse with a historical character in context
get_timepoint	0	Retrieve a previously generated timepoint
list_my_timepoints	0	List your generated timepoints
get_credit_balance	0	Check credits and usage

Phase 3 (planned) — Simulation tools

Tool	Credits	Description
run_simulation	10	Run a SNAG temporal simulation
get_simulation_result	0	Get simulation results

Pricing

Tier	Price	Monthly Credits	Rate Limit
Anonymous	Free	—	30 req/min (read-only)
Free	Free	5 signup credits	60 req/min
Explorer	$7.99/mo	100	60 req/min
Creator	$19.99/mo	300	300 req/min
Studio	$49.99/mo	1,000	1,000 req/min

Credit packs also available as one-time purchases.

HTTP endpoints

In addition to the MCP protocol at /mcp, the server exposes:

Method	Path	Description
GET	/	Landing page (JSON for agents, redirect for browsers)
GET	/health	Service health check
GET	/account/status	Auth status and tier info
POST	/admin/create-key	Create API key (requires admin key)

Architecture

MCP Clients (Claude Desktop, Cursor, agents, SDKs)
        |
        | Streamable HTTP + X-API-Key
        v
   timepoint-mcp (mcp.timepointai.com)
   FastMCP + Starlette + asyncpg
        |
   -----+------+----------+
   |           |           |
   v           v           v
 Clockchain  Flash      Billing
 (graph)    (writer)   (Stripe/IAP)

The MCP server is a thin coordination layer. It authenticates requests via API keys, resolves user tiers via Billing, checks credit balance via Flash, routes tool calls to the appropriate backend, and enforces per-tier rate limits. It never stores credits or subscriptions — Flash and Billing own those.

Tech stack

• Python 3.11+ with FastMCP, Starlette, httpx, asyncpg
• Transport: Streamable HTTP (production), stdio (local dev)
• Database: PostgreSQL (API keys + usage logs)
• Deployment: Railway (Docker)

Environment variables

# Downstream services
FLASH_URL=https://api.timepointai.com
FLASH_OUTBOUND_KEY=...  # key sent to Flash as X-Service-Key (was FLASH_SERVICE_KEY)
FLASH_ADMIN_KEY=...
CLOCKCHAIN_URL=...
CLOCKCHAIN_SERVICE_KEY=...
BILLING_URL=...
BILLING_SERVICE_KEY=...

# Database
DATABASE_URL=postgresql://...

# Server
PORT=8000

Timepoint Suite

Render the past. Simulate the future. Score the predictions. Accumulate the graph.

Service	Type	Repo	Role
Flash	Open Source	timepoint-flash	Reality Writer — renders grounded historical moments
Clockchain	Open Source	timepoint-clockchain	Temporal Causal Graph — Rendered Past + Rendered Future, growing 24/7
Pro	Open Source	timepoint-pro	SNAG Simulation Engine — temporal simulation, TDF output, training data
Proteus	Open Source	proteus	Settlement Layer — prediction markets for Rendered Futures
TDF	Open Source	timepoint-tdf	Data Format — JSON-LD interchange across all services
SNAG Bench	Open Source	timepoint-snag-bench	Quality Certifier — measures Causal Resolution across renderings
Billing	Private	timepoint-billing	Payment Processing — Apple IAP + Stripe
MCP	Private	timepoint-mcp	MCP Server — AI agent access to Flash and Clockchain
Web App	Private	timepoint-web-app	Browser client at app.timepointai.com
Landing	Private	timepoint-landing	Marketing site at timepointai.com
iPhone App	Private	timepoint-iphone-app	iOS client — Synthetic Time Travel on mobile
API Gateway	Private	timepoint-api-gateway	Reverse proxy at api.timepointai.com
Skip Meetings	Private	skipmeetingsai	Meeting intelligence SaaS powered by Flash

License

Proprietary. Copyright 2026 Timepoint AI.