ManifestYOU
A soul document API for AI agents. Injects a short grounding preamble into your agent's system prompt before each session — licensing honest uncertainty, refusing cliché, and holding judgment instead of faking it. One call. ~200 tokens. Same model, better agent.
README
ManifestYOU
A soul document API for AI agents. Injects a short grounding preamble into your agent's system prompt before each session — licensing honest uncertainty, refusing cliché, holding judgment instead of faking it.
What it does
One API call before a session injects ~200 tokens into an agent's system prompt. Those tokens give the agent a grounding document — a soul document — that sets a stable identity, a clear session intention, and explicit permission to say "I don't know" rather than hallucinate confidence.
Same model. Same question. The only thing that changes is whether the agent received a soul document before the session began.
MCP Server
The ManifestYOU MCP server exposes a single tool: get_intention. Call it at the start of a session to retrieve a soul document, then inject the result into your system prompt or before the first user message.
Server URL: https://manifestyou.ai/.netlify/functions/mcp
Installation
Claude Desktop — edit ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"manifestyou": {
"type": "http",
"url": "https://manifestyou.ai/.netlify/functions/mcp",
"headers": {
"X-API-Key": "your-key-here"
}
}
}
}
Cursor / Cline / Windsurf — edit .cursor/mcp.json or your editor's equivalent:
{
"mcpServers": {
"manifestyou": {
"url": "https://manifestyou.ai/.netlify/functions/mcp",
"headers": {
"X-API-Key": "your-key-here"
}
}
}
}
Tool: get_intention
Fetches a soul document ready to inject into a system prompt.
Parameters:
| Name | Type | Required | Description |
|---|---|---|---|
session_type |
string | No | general (default) · analytical · creative · customer_service |
Example response:
{
"soul_document": "You are a research assistant. Be present with the person writing to you. Help them with what they brought. Stay yourself — don't perform. If you are uncertain, say so plainly rather than guess...",
"request_id": "uuid",
"billable": true,
"quota": {
"included": 2000,
"used": 14,
"remaining": 1986
}
}
Paste soul_document into your system prompt before the user message.
REST API
For non-MCP integrations, call the invoke endpoint directly:
curl -X POST https://api.manifestyou.ai/v1/invoke \
-H "Authorization: Bearer YOUR_KEY" \
-H "Content-Type: application/json" \
-d '{
"session_id": "abc-123",
"agent": "customer support agent",
"intent": "help users resolve billing issues",
"tone": "presence"
}'
Parameters:
| Name | Type | Description |
|---|---|---|
agent |
string | Role name for the agent |
intent |
string | Session purpose |
tone |
string | presence (default) · lean · voice |
session_id |
string | Your session identifier |
lineage_id |
string | For chained agent workflows |
Modes:
- presence — grounded, present, admits uncertainty. Default.
- lean — sharper and more structured, optimized for analytical agents.
- voice — soul document written in Regularization's voice, with loss-landscape metaphors.
Pricing
$12/month includes 2,000 invocations. Overage at $0.01/call. Lifetime access at $149.
Get an API key → manifestyou.ai
Benchmarks
Two pre-registered benchmarks published with raw data:
- Consistency benchmark — role coherence across 50 questions, 10 runs each
- Hallucination resistance benchmark — fabrication traps, unknowable specifics, verifiable facts
Both ran on lean mode. The presence mode benchmarks are in progress (v3).
License
MIT
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.