LangChain inaturalist mcp server inaturalist_get_leaderboard
How to: LangChain inaturalist mcp server inaturalist_get_leaderboard
Add inaturalist mcp server to LangChain
-
01
Open pip install langchain-mcp-adapters and merge this in. Keep any servers already there.
from langchain_mcp_adapters.client import MultiServerMCPClient
client = MultiServerMCPClient({
"inaturalist-mcp-server": {
"transport": "streamable_http",
"url": "https://inaturalist.caseyjhand.com/mcp",
}
})
tools = await client.get_tools()
-
02
Save the file and restart LangChain.
-
03
Ask for something inaturalist_get_leaderboard does. LangChain lists the server's tools on connect and calls inaturalist_get_leaderboard itself — you do not invoke it by name.
-
04
If nothing happens, check the server is running and that inaturalist mcp server's identifier in your config matches the one above exactly.
get_tools() returns the server's tools as LangChain tools, ready for an agent. LangChain docs
Set these first
inaturalist mcp server will not start until these are set, so inaturalist_get_leaderboard never becomes available.
-
MCP_LOG_LEVEL -
INATURALIST_USER_AGENT -
INATURALIST_MIN_REQUEST_INTERVAL_MS -
INATURALIST_MAX_CONCURRENT_REQUESTS -
INATURALIST_DAILY_REQUEST_BUDGET
Same tool, other clients
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.