mcp_server()New features:
mcptools can now run as a Posit Connect R API engine. Add a
_server.yml with engine: mcptools, point
tools to an .R file returning
ellmer::tool() objects, and deploy with
rsconnect::deployAPI(".", contentCategory = "mcp").
mcp_server() can now return inline image content
from tools that produce ellmer::ContentImageInline results,
including mixed text and image content (#96, #102).
mcp_server() now returns
structuredContent alongside serialized JSON text for
successful tool results that are naturally represented as JSON objects,
when using MCP protocol version 2025-06-18 or later (#104).
mcp_server() now includes ellmer tool annotations in
tools/list responses, preserving MCP safety hints such as
title, readOnlyHint,
destructiveHint, idempotentHint, and
openWorldHint (#100, #105).
Bug fixes:
HTTP mcp_server() requests now honor the
MCP-Protocol-Version header, return
400 Bad Request for unsupported protocol versions, and no
longer let protocol negotiation from one HTTP client shape responses for
another.
JSON output now serializes R NULL values as JSON
null, fixing JSON-RPC responses with null request
IDs.
mcp_server() no longer falls through after reporting
Invalid Request for invalid stdio client messages.
Forwarded mcp_session() tool calls now return
JSON-RPC errors when the selected R session does not respond within two
minutes, rather than hanging indefinitely. Configure the timeout with
the mcptools.session_response_timeout_seconds option or the
MCPTOOLS_SESSION_RESPONSE_TIMEOUT_SECONDS environment
variable. Session receive errors are also logged instead of silently
discarded (#98).
mcp_tools()New features:
mcp_tools() can now connect directly to remote
Streamable HTTP MCP servers, configured with url instead of
command. Static headers are supported for
token auth, and full OAuth 2.1 (authorization-server discovery, Dynamic
Client Registration, PKCE, and automatic token refresh) is handled via
httr2, which also caches tokens across sessions (#88).
mcp_tools() now converts MCP tool-result content
blocks into ellmer-native text and image content, allowing ellmer chats
to receive image results from MCP tools.
Bug fixes:
mcp_tools() now launches MCP server processes with an
allowlisted environment plus configured env variables.
Previously, servers without configured env inherited the
full R process environment, while servers with configured
env received only those variables. The new behavior more
closely matches reference MCP SDKs, reduces accidental credential
exposure, and fixes Windows startup failures when env is
configured. Servers that need additional non-allowlisted variables
should list them in env (#62).mcp_server() now ensures that
inputSchema always includes a properties
field, even for tools with no arguments (#91 by @itkonen).
mcp_server() now negotiates the protocol version
with clients, supporting versions 2024-11-05 through 2025-11-25 (#92 by
@itkonen).
mcp_server() now supports HTTP transport in addition
to stdio. Use type = "http" to start an HTTP server, with
optional host and port arguments. For now, the
implementation is authless.
mcp_server() now formats tool results in the same
way as ellmer (#78 by @gadenbuie).
mcp_server() gains logical argument
session_tools, allowing users to opt-out of presenting R
session tools (that make it possible to communicate with
mcp_session()s) to clients.
Several tightenings-up of the implementation:
id = NULL
value, ensuring parse-error replies conform to the MCP
specification.mcp_tools() now sends and receives a
"notifications/initialized" (#77 by @galachad).mcp_session() now invisibly returns the nanonext
socket used for communicating with the server.
Notably, mcp_tools() did not gain an implementation
of the HTTP transport. Instead, we now recommend the
@npx mcp-remote tool for serving local MCP servers via the
HTTP transport in the documentation.
mcp_tools() now errors more informatively when an
MCP server process exits unexpectedly (#82).
r-devel-linux-x86_64-fedora-clang.Before the initial release of the package, mcptools was called
acquaint and supplied a default set of tools from btw, currently a
GitHub-only package, when R was used as an MCP server. The direction of
the dependency has been reversed; to use the same functionality from
before, transition acquaint::mcp_server() to
btw::btw_mcp_server() and
acquaint::mcp_session() to
btw::btw_mcp_session().