A
licenseNot graded
qualityD
maintenanceEnables web search for AI agents with pay-per-search in USDC, no API keys needed.
MIT
cerase-search MCP
Officialby cerase-ai
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@cerase-search MCPfind the latest news on artificial intelligence"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
cerase-search MCP
First-party web search for Cerase agents (TOOLS-2). Replaces the
external kiso-search. Routed via cerase-litellm.
Tools
Tool | LiteLLM alias | Use |
|
| everyday "find / look up / latest on" |
|
| deeper multi-source research |
agent_id is bound by the gateway from the calling Agent's identity
(same pattern as cerase-memory's user_id) and is injected into the
LiteLLM request as metadata.cerase_agent_id so RecalcTenantUsage
attributes the spend per-agent.
Related MCP server: @semidark/mcp-litellm-searxng
Billing
A search costs both:
the token charge for the tool model, via the SpendLogs stream, and
a flat fee
web_search_cr(20 cr) via the gateway'sevent_logmcp_callrow (tool_name∈billable_search_tools).
Source of truth: control-plane/config/cerase.php → credit_pricing.
Env
Var | Default | Meaning |
|
| LiteLLM proxy base |
| — | provider key |
|
| override search alias |
|
| override deepsearch alias |
Run shape
mcp-proxy --port 3000 -- python /app/server.py (MCPServer stdio →
HTTP/SSE), identical to the other cerase-* MCP images. GHCR image
ghcr.io/cerase-ai/cerase-search-mcp:<tag> built by
.github/workflows/docker-publish.yml.
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues
Related MCP Connectors
Web search for AI agents — one tool across 6 engines, routed to the cheapest + cached.
Agent-native search engine with live web research optimized for AI agents.
Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar API key.
The best web search for your AI Agent
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