Plith
AI agent infrastructure suite — task deduplication, cost prediction, output validation, behavioral governance, shared failure intelligence. 5 products, 14 MCP tools, 1 API key.
QUICKSTART
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 →
เซิร์ฟเวอร์ที่เกี่ยวข้อง
Alpha Vantage MCP Server
ผู้สนับสนุนAccess financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more
Jetty.io
Work on dataset metadata with MLCommons Croissant validation and creation.
Web Accessibility MCP Server
An MCP server that provides web accessibility analysis capabilities using axe-core and Puppeteer.
MCP Rust CLI server template
A Rust template for creating MCP CLI servers, with support for JSON-based prompts, resources, and tools.
Zero-Vector v3
A server for Zero-Vector's hybrid vector-graph persona and memory management system, featuring advanced LangGraph workflow capabilities.
Dev.to MCP Server
An MCP server for the Dev.to API to search, browse, read, and create content on the platform.
Android Preference Editor
Edit Android preferences using adb and Node.js.
Vigil
Cognitive infrastructure for AI agents — awareness daemon, frame-based tool filtering, signal protocol, session handoff, and event triggers.
Memnode
Persistent, inspectable memory for AI agents via hosted MCP and API. Supports recall, structured query, lineage, correction, and tenant-scoped remote memory.
Shallow Research Code Assistant
A multi-agent AI-powered research and code assistant. Requires external API keys for LLM providers, web search, and secure code execution.
Superpower MCP
Allows MCP execution of superpowers