One Call.
Any Tool.
Every Agent.
Unlike static registries, ServAgent auto-crawls GitHub and generates missing tools on the fly — so your agent never returns empty-handed.
// Any task → ranked tools, any protocol
const result = await mcp.callTool("servagent_recommend", {
task: "scrape webpage → translate to Japanese",
});
// [{web-mcp, 82%}, {translate-mcp, 71%}]One server, every platform
Deploy once, works everywhere
One ServAgent server covers all your AI tools — configure each client once, never reconfigure again.
Run in terminal:
claude mcp add --transport http servagent https://servagent.ai/api/mcp
Or try it first
What does your agent need to do?
Why ServAgent
The Tool Registry That Works
Even When Tools Are Missing
Not just a directory — a self-healing discovery layer that fills gaps automatically so your agent always moves forward.
Single tool-call discovery
One API call returns ranked tools for any task — no manual list maintenance, no hardcoded tool names. Describe what your agent needs; ServAgent returns the best match from 4,658+ indexed tools.
Protocol-agnostic
Same registry works for MCP, OpenAI Functions, LangChain, and Google Agents. Fetch any tool in the format your agent expects — no per-framework wrappers or duplicate registries.
Semantic task matching
Describe what your agent needs to do, not which tool to use. Intent expansion maps "monitor service health" to APM tools and "scrape pricing" to crawler tools — automatically.
Never returns empty
No tool found? ServAgent auto-searches GitHub for new options and generates a working tool from free public APIs on the fly. Your agent always gets a usable result.
Compatibility
One Registry, Every Protocol
Integrate once and serve tools to any agent framework. ServAgent translates tool definitions into the format your agent expects.
Model Context Protocol
Native stdio and HTTP transport for Anthropic's open protocol. First-class citizen in ServAgent.
Function Calling
Full compatibility with OpenAI's function calling schema. Drop-in tool definitions for GPT agents.
Agent Protocol
Support for Google's agent protocol format. Seamless integration with Gemini-based agents.
Tool Interface
Compatible with LangChain's tool abstraction. Works with any LangChain-based agent framework.
Ready to Supercharge Your Agent?
Get started in minutes. Free tier includes 1,000 tool lookups per month. No credit card required.
Free tier: 1,000 lookups/month, all protocols, community support