Plith
AI agent infrastructure suite — task deduplication, cost prediction, output validation, behavioral governance, shared failure intelligence. 5 products, 14 MCP tools, 1 API key.
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Get started with Plith
Five tools for AI agents: deduplication, cost estimation, output validation, behavioral governance, and cross-org failure learning. Pick your integration path below.
Get your API key
Keys are free — no signup form, no dashboard. Just one API call. Both fields are optional but recommended.
curl -X POST https://plith.ai/api/keys \
-H "Content-Type: application/json" \
-d '{"email": "[email protected]", "name": "Your Org"}'
{
"org_id": "org_abc123",
"key": "plth_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
"prefix": "plth_xxxxxx",
"message": "Store this key securely — it will not be shown again."
}
⚠The key is returned once and cannot be retrieved again — save it immediately.
• Free tier: 1,000 credits/month auto-granted on your first API call — no card required.
• Rate limit: 3 keys per IP per 24 hours.
Choose your path
Path 1 — MCP Connection
One config block. Works with Claude Desktop, Claude Code, and any MCP client.
Path 2 — REST API
Direct HTTP. Works with any language or framework.
Add Plith to your MCP client config. Plith exposes 14 MCP tools using product_action naming — e.g., dedupq_check, burnrate_estimate. Arguments are passed directly, no action/params nesting needed.
Step 1 — Get an API key
curl -X POST https://plith.ai/api/keys \
-H "Content-Type: application/json" \
-d '{"email": "[email protected]"}'
# Response — store the key securely, it is shown once
{
"org_id": "org_abc123",
"key": "plth_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx",
"prefix": "plth_xxxxxx",
"message": "Store this key securely — it will not be shown again."
}
⚠The key is shown once and never stored in plaintext. Copy it now.
Step 2 — Add to your MCP client config
For Claude Desktop, edit ~/Library/Application Support/Claude/claude_desktop_config.json. For Claude Code, run claude mcp add or edit .mcp.json in your project root.
{
"mcpServers": {
"plith": {
"url": "https://plith.ai/api/mcp",
"headers": {
"x-api-key": "YOUR_API_KEY"
}
}
}
}
✓Restart your MCP client. The agent now has access to 14 Plith MCP tools: dedupq_check, burnrate_estimate, qualitygate_validate, guardrail_check, pitfalldb_query, and more.
Example MCP calls
The tool name uses underscore naming (e.g., dedupq_check); arguments are passed directly as the tool's input parameters.
# dedupq_check — check for duplicate tasks
{
"name": "dedupq_check",
"arguments": {
"content": "Summarize the Q3 earnings report",
"task_id": "task_789"
}
}
# burnrate_estimate — estimate LLM cost
{
"name": "burnrate_estimate",
"arguments": {
"plan": [
{"step": 1, "provider": "anthropic", "model": "claude-sonnet-4-6",
"estimated_input_tokens": 2000, "estimated_output_tokens": 500}
]
}
}
# Legacy: flat names (dedupq, burnrate, etc.) and "plith" umbrella
# still work for backward compatibility
{
"name": "plith",
"arguments": { "action": "dedupq.check", "params": { ... } }
}
Authentication
Pass your API key in the x-api-key header on every request. Only /api/keys is unauthenticated.
curl https://plith.ai/api/dedupq/check \
-H "x-api-key: plth_xxxxxxxxxxxx" \
-H "Content-Type: application/json" \
-d '{...}'
All endpoints
All product endpoints require x-api-key header except /api/keys.
MethodEndpointCost
POST
/api/keysCreate org + API key. Body: { email?, name? }
FREE
GET
/api/keys/verifyVerify an API key is valid
FREE
POST
/api/guardrail/policiesCreate a guardrail policy. Body: { name, rules }
FREE
POST
/api/dedupq/checkCheck for duplicate or semantically similar cached tasks.
1 credit
POST
/api/dedupq/completeMark a task complete and store its result in the dedup cache.
2 credits
POST
/api/burnrate/estimateEstimate LLM cost for a multi-step agent plan.
1 credit
POST
/api/burnrate/trackRecord actual LLM spend for a completed task.
FREE
POST
/api/burnrate/optimizeGet cheaper model substitutions for a plan given a target budget.
1 credit
GET
/api/burnrate/budgetGet current period spend, budget, and burn rate.
FREE
POST
/api/qualitygate/validateValidate agent output against configured quality rules.
1-8 / check
GET
/api/qualitygate/trendsGet validation pass/fail trends over time.
FREE
POST
/api/guardrail/checkCheck a proposed action against behavioral policies.
1 credit
GET
/api/guardrail/policiesList your active guardrail policies.
FREE
POST
/api/pitfalldb/queryQuery known failure patterns for a task type.
2 credits
POST
/api/pitfalldb/reportReport a new agent failure. Contributes to the cross-org database.
FREE
GET
/api/pitfalldb/statsDatabase stats: total pitfalls, top task types, recent additions.
FREE
GET
/api/billing/balanceGet credit balance and plan details.
FREE
POST
/api/billing/checkoutPurchase credits. Amounts: 10, 25, or 100 USD.
FREE
Free tier: 1,000 credits/month
No card required. Create a key and start building.
Full API ReferenceOpenAPIAuthentication →
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