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49 changes: 49 additions & 0 deletions cmd/cmd_mcp.go
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
package cmd

import (
"fmt"
"os"
"strings"

mcpserver "github.com/actionforge/actrun-cli/mcp"
"github.com/spf13/cobra"
)

// buildMCPInstructions generates the MCP server instructions from the
// actual flags registered on cmdRoot so they stay in sync automatically.
func buildMCPInstructions() string {
var b strings.Builder

b.WriteString("This MCP server provides tools for debugging and running ActionForge graph (.act) files interactively. ")
b.WriteString("Use the debug_* tools to step through graph execution node by node, set breakpoints, and inspect state.\n\n")

b.WriteString("If you just need to run a graph without debugging, use the actrun CLI directly instead of this MCP server:\n\n")
fmt.Fprintf(&b, " %s\n\n", cmdRoot.Use)

b.WriteString("Available flags:\n")
// Include both persistent and local flags from the root command.
b.WriteString(cmdRoot.PersistentFlags().FlagUsages())
b.WriteString(cmdRoot.LocalNonPersistentFlags().FlagUsages())

b.WriteString("\nTo pass arguments to the graph itself, append them after the file: actrun file.act arg1 arg2\n")
b.WriteString("Use '--' to separate actrun flags from graph arguments: actrun --env-file .env file.act -- --graph-flag")

return b.String()
}

var cmdMcp = &cobra.Command{
Use: "mcp",
Short: "Start the MCP server (stdio transport).",
Long: `Starts an MCP server over stdio that exposes debug tools for bridging between an AI agent and an actrun local debug session (WebSocket). Configure this as an MCP server in your AI tool with: {"command": "actrun", "args": ["mcp"]}`,
Args: cobra.NoArgs,
Run: func(cmd *cobra.Command, args []string) {
if err := mcpserver.RunMCPServer(buildMCPInstructions()); err != nil {
fmt.Fprintf(os.Stderr, "MCP server error: %v\n", err)
os.Exit(1)
}
},
}

func init() {
cmdRoot.AddCommand(cmdMcp)
}
144 changes: 144 additions & 0 deletions examples/mcp-debug-example.act
Original file line number Diff line number Diff line change
@@ -0,0 +1,144 @@
editor:
version:
created: v1.34.0
entry: start
type: generic
nodes:
- id: start
type: core/start@v1
position:
x: -200
y: 0
- id: greeting-text
type: core/const-string@v1
position:
x: -200
y: 200
inputs:
value: "Hello from MCP debug session!"
- id: print-greeting
type: core/print@v1
position:
x: 200
y: 0
inputs:
values[0]: null
color: fg_green
# Group node: contains two inner print steps to demonstrate step-into / step-out
- id: my-group
type: core/group@v1
position:
x: 500
y: 0
graph:
entry: group-inputs
type: group
nodes:
- id: group-inputs
type: core/group-inputs@v1
position:
x: 10
y: 60
- id: group-outputs
type: core/group-outputs@v1
position:
x: 600
y: 60
- id: inner-text
type: core/const-string@v1
position:
x: 200
y: 200
inputs:
value: "Inside the group!"
- id: inner-print
type: core/print@v1
position:
x: 400
y: 60
inputs:
values[0]: null
color: fg_cyan
connections:
- src:
node: inner-text
port: result
dst:
node: inner-print
port: values[0]
executions:
- src:
node: group-inputs
port: exec-in
dst:
node: inner-print
port: exec
- src:
node: inner-print
port: exec
dst:
node: group-outputs
port: exec-out
inputs:
exec-in:
type: ''
index: 0
exec: true
outputs:
exec-out:
name: ''
type: ''
index: 0
exec: true
- id: done-text
type: core/const-string@v1
position:
x: 800
y: 200
inputs:
value: "Done! Debug session complete."
- id: print-done
type: core/print@v1
position:
x: 1000
y: 0
inputs:
values[0]: null
color: fg_yellow
connections:
- src:
node: greeting-text
port: result
dst:
node: print-greeting
port: values[0]
isLoop: false
- src:
node: done-text
port: result
dst:
node: print-done
port: values[0]
isLoop: false
executions:
- src:
node: start
port: exec
dst:
node: print-greeting
port: exec
isLoop: false
- src:
node: print-greeting
port: exec
dst:
node: my-group
port: exec-in
isLoop: false
- src:
node: my-group
port: exec-out
dst:
node: print-done
port: exec
isLoop: false
8 changes: 8 additions & 0 deletions go.mod
Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@ require (
github.com/gorilla/websocket v1.5.3
github.com/inconshreveable/mousetrap v1.1.0
github.com/joho/godotenv v1.5.1
github.com/mark3labs/mcp-go v0.44.0
github.com/pkg/errors v0.9.1
github.com/rhysd/actionlint v1.7.10
github.com/rossmacarthur/cases v0.3.0
Expand Down Expand Up @@ -66,7 +67,9 @@ require (
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.12 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.41.5 // indirect
github.com/aws/smithy-go v1.24.0 // indirect
github.com/bahlo/generic-list-go v0.2.0 // indirect
github.com/bmatcuk/doublestar/v4 v4.9.1 // indirect
github.com/buger/jsonparser v1.1.1 // indirect
github.com/cespare/xxhash/v2 v2.3.0 // indirect
github.com/clipperhouse/stringish v0.1.1 // indirect
github.com/clipperhouse/uax29/v2 v2.3.0 // indirect
Expand All @@ -91,10 +94,12 @@ require (
github.com/google/s2a-go v0.1.9 // indirect
github.com/googleapis/enterprise-certificate-proxy v0.3.7 // indirect
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
github.com/invopop/jsonschema v0.13.0 // indirect
github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect
github.com/kevinburke/ssh_config v1.4.0 // indirect
github.com/klauspost/compress v1.18.2 // indirect
github.com/klauspost/cpuid/v2 v2.3.0 // indirect
github.com/mailru/easyjson v0.7.7 // indirect
github.com/mattn/go-colorable v0.1.14 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mattn/go-runewidth v0.0.19 // indirect
Expand All @@ -110,10 +115,13 @@ require (
github.com/robfig/cron/v3 v3.0.1 // indirect
github.com/sergi/go-diff v1.4.0 // indirect
github.com/skeema/knownhosts v1.3.2 // indirect
github.com/spf13/cast v1.7.1 // indirect
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
github.com/xanzy/ssh-agent v0.3.3 // indirect
github.com/xdg-go/pbkdf2 v1.0.0 // indirect
github.com/xdg-go/scram v1.2.0 // indirect
github.com/xdg-go/stringprep v1.0.4 // indirect
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 // indirect
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.64.0 // indirect
Expand Down
19 changes: 19 additions & 0 deletions go.sum
Original file line number Diff line number Diff line change
Expand Up @@ -73,8 +73,12 @@ github.com/aws/aws-sdk-go-v2/service/sts v1.41.5 h1:SciGFVNZ4mHdm7gpD1dgZYnCuVdX
github.com/aws/aws-sdk-go-v2/service/sts v1.41.5/go.mod h1:iW40X4QBmUxdP+fZNOpfmkdMZqsovezbAeO+Ubiv2pk=
github.com/aws/smithy-go v1.24.0 h1:LpilSUItNPFr1eY85RYgTIg5eIEPtvFbskaFcmmIUnk=
github.com/aws/smithy-go v1.24.0/go.mod h1:LEj2LM3rBRQJxPZTB4KuzZkaZYnZPnvgIhb4pu07mx0=
github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk=
github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg=
github.com/bmatcuk/doublestar/v4 v4.9.1 h1:X8jg9rRZmJd4yRy7ZeNDRnM+T3ZfHv15JiBJ/avrEXE=
github.com/bmatcuk/doublestar/v4 v4.9.1/go.mod h1:xBQ8jztBU6kakFMg+8WGxn0c6z1fTSPVIjEY1Wr7jzc=
github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMUs=
github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
github.com/cenkalti/backoff v2.2.1+incompatible h1:tNowT99t7UNflLxfYYSlKYsBpXdEet03Pg2g16Swow4=
github.com/cenkalti/backoff/v5 v5.0.3 h1:ZN+IMa753KfX5hd8vVaMixjnqRZ3y8CuJKRKj1xcsSM=
github.com/cenkalti/backoff/v5 v5.0.3/go.mod h1:rkhZdG3JZukswDf7f0cwqPNk4K0sa+F97BxZthm/crw=
Expand Down Expand Up @@ -124,6 +128,8 @@ github.com/fatih/color v1.18.0 h1:S8gINlzdQ840/4pfAwic/ZE0djQEH3wM94VfqLTZcOM=
github.com/fatih/color v1.18.0/go.mod h1:4FelSpRwEGDpQ12mAdzqdOukCy4u8WUtOY6lkT/6HfU=
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8=
github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
github.com/gage-technologies/mistral-go v1.1.0 h1:POv1wM9jA/9OBXGV2YdPi9Y/h09+MjCbUF+9hRYlVUI=
github.com/gage-technologies/mistral-go v1.1.0/go.mod h1:tF++Xt7U975GcLlzhrjSQb8l/x+PrriO9QEdsgm9l28=
github.com/gliderlabs/ssh v0.3.8 h1:a4YXD1V7xMF9g5nTkdfnja3Sxy1PVDCj1Zg4Wb8vY6c=
Expand Down Expand Up @@ -168,10 +174,13 @@ github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3 h1:NmZ1PKzSTQbuGHw9DGPFomqkkLW
github.com/grpc-ecosystem/grpc-gateway/v2 v2.27.3/go.mod h1:zQrxl1YP88HQlA6i9c63DSVPFklWpGX4OWAc9bFuaH4=
github.com/inconshreveable/mousetrap v1.1.0 h1:wN+x4NVGpMsO7ErUn/mUI3vEoE6Jt13X2s0bqwp9tc8=
github.com/inconshreveable/mousetrap v1.1.0/go.mod h1:vpF70FUmC8bwa3OWnCshd2FqLfsEA9PFc4w1p2J65bw=
github.com/invopop/jsonschema v0.13.0 h1:KvpoAJWEjR3uD9Kbm2HWJmqsEaHt8lBUpd0qHcIi21E=
github.com/invopop/jsonschema v0.13.0/go.mod h1:ffZ5Km5SWWRAIN6wbDXItl95euhFz2uON45H2qjYt+0=
github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 h1:BQSFePA1RWJOlocH6Fxy8MmwDt+yVQYULKfN0RoTN8A=
github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99/go.mod h1:1lJo3i6rXxKeerYnT8Nvf0QmHCRC1n8sfWVwXF2Frvo=
github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
github.com/josharian/intern v1.0.0/go.mod h1:5DoeVV0s6jJacbCEi61lwdGj/aVlrQvzHFFd8Hwg//Y=
github.com/kevinburke/ssh_config v1.4.0 h1:6xxtP5bZ2E4NF5tuQulISpTO2z8XbtH8cg1PWkxoFkQ=
github.com/kevinburke/ssh_config v1.4.0/go.mod h1:q2RIzfka+BXARoNexmF9gkxEX7DmvbW9P4hIVx2Kg4M=
github.com/klauspost/compress v1.18.2 h1:iiPHWW0YrcFgpBYhsA6D1+fqHssJscY/Tm/y2Uqnapk=
Expand All @@ -185,6 +194,10 @@ github.com/kr/pty v1.1.1/go.mod h1:pFQYn66WHrOpPYNljwOMqo10TkYh1fy3cYio2l3bCsQ=
github.com/kr/text v0.1.0/go.mod h1:4Jbv+DJW3UT/LiOwJeYQe1efqtUx/iVham/4vfdArNI=
github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
github.com/mailru/easyjson v0.7.7 h1:UGYAvKxe3sBsEDzO8ZeWOSlIQfWFlxbzLZe7hwFURr0=
github.com/mailru/easyjson v0.7.7/go.mod h1:xzfreul335JAWq5oZzymOObrkdz5UnU4kGfJJLY9Nlc=
github.com/mark3labs/mcp-go v0.44.0 h1:OlYfcVviAnwNN40QZUrrzU0QZjq3En7rCU5X09a/B7I=
github.com/mark3labs/mcp-go v0.44.0/go.mod h1:YnJfOL382MIWDx1kMY+2zsRHU/q78dBg9aFb8W6Thdw=
github.com/mattn/go-colorable v0.1.14 h1:9A9LHSqF/7dyVVX6g0U9cwm9pG3kP9gSzcuIPHPsaIE=
github.com/mattn/go-colorable v0.1.14/go.mod h1:6LmQG8QLFO4G5z1gPvYEzlUgJ2wF+stgPZH1UqBm1s8=
github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY=
Expand Down Expand Up @@ -240,6 +253,8 @@ github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ
github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ=
github.com/skeema/knownhosts v1.3.2 h1:EDL9mgf4NzwMXCTfaxSD/o/a5fxDw/xL9nkU28JjdBg=
github.com/skeema/knownhosts v1.3.2/go.mod h1:bEg3iQAuw+jyiw+484wwFJoKSLwcfd7fqRy+N0QTiow=
github.com/spf13/cast v1.7.1 h1:cuNEagBQEHWN1FnbGEjCXL2szYEXqfJPbP2HNUaca9Y=
github.com/spf13/cast v1.7.1/go.mod h1:ancEpBxwJDODSW/UG4rDrAqiKolqNNh2DX3mk86cAdo=
github.com/spf13/cobra v1.10.2 h1:DMTTonx5m65Ic0GOoRY2c16WCbHxOOw6xxezuLaBpcU=
github.com/spf13/cobra v1.10.2/go.mod h1:7C1pvHqHw5A4vrJfjNwvOdzYu0Gml16OCs2GRiTUUS4=
github.com/spf13/pflag v1.0.9/go.mod h1:McXfInJRrz4CZXVZOBLb0bTZqETkiAhM9Iw0y3An2Bg=
Expand All @@ -255,6 +270,8 @@ github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
github.com/tmc/langchaingo v0.1.14 h1:o1qWBPigAIuFvrG6cjTFo0cZPFEZ47ZqpOYMjM15yZc=
github.com/tmc/langchaingo v0.1.14/go.mod h1:aKKYXYoqhIDEv7WKdpnnCLRaqXic69cX9MnDUk72378=
github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
github.com/xanzy/ssh-agent v0.3.3 h1:+/15pJfg/RsTxqYcX6fHqOXZwwMP+2VyYWJeWM2qQFM=
github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI1Bc68Uw=
github.com/xdg-go/pbkdf2 v1.0.0 h1:Su7DPu48wXMwC3bs7MCNG+z4FhcyEuz5dlvchbq0B0c=
Expand All @@ -263,6 +280,8 @@ github.com/xdg-go/scram v1.2.0 h1:bYKF2AEwG5rqd1BumT4gAnvwU/M9nBp2pTSxeZw7Wvs=
github.com/xdg-go/scram v1.2.0/go.mod h1:3dlrS0iBaWKYVt2ZfA4cj48umJZ+cAEbR6/SjLA88I8=
github.com/xdg-go/stringprep v1.0.4 h1:XLI/Ng3O1Atzq0oBs3TWm+5ZVgkq2aqdlvP9JtoZ6c8=
github.com/xdg-go/stringprep v1.0.4/go.mod h1:mPGuuIYwz7CmR2bT9j4GbQqutWS1zV24gijq1dTyGkM=
github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zIM+UJPGz4=
github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4=
github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 h1:ilQV1hzziu+LLM3zUTJ0trRztfwgjqKnBWNtSRkbmwM=
github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78/go.mod h1:aL8wCCfTfSfmXjznFBSZNN13rSJjlIOI1fUNAtF7rmI=
github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
Expand Down
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