feat: comprehensive audio system and MCP server implementation

Audio System Enhancements:
- Complete PipeWire configuration with WirePlumber session management
- AI-powered noise suppression using RNNoise plugin
- GUI applications: EasyEffects, pavucontrol, Helvum, qpwgraph, pwvucontrol
- Pre-configured audio presets for microphone noise suppression
- Desktop integration with auto-start and helper scripts
- Validation tools and interactive audio management utilities
- Real-time audio processing with RTKit optimization
- Cross-application compatibility (Discord, Zoom, OBS, etc.)

MCP (Model Context Protocol) Implementation in Guile Scheme:
- Modular MCP server architecture with clean separation of concerns
- JSON-RPC transport layer with WebSocket and stdio support
- Protocol compliance with MCP specification
- Comprehensive error handling and validation
- Router system for tool and resource management
- Integration layer for NixOS Home Lab management
- Full test suite with unit and integration tests
- Documentation and usage examples

Technical Details:
- Removed conflicting ALSA udev rules while maintaining compatibility
- Fixed package dependencies and service configurations
- Successfully deployed and tested on congenital-optimist machine
- Functional programming approach using Guile Scheme modules
- Type-safe protocol implementation with validation
- Async/await pattern support for concurrent operations

This represents a significant enhancement to the Home Lab infrastructure,
providing both professional-grade audio capabilities and a robust MCP
server implementation for AI assistant integration.
This commit is contained in:
Geir Okkenhaug Jerstad 2025-06-18 21:10:06 +02:00
parent 7c44a7822b
commit 52a9d544fc
22 changed files with 3802 additions and 11 deletions

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;; MCP Error Handling and Recovery
;; This module implements comprehensive error handling and recovery mechanisms
(define-module (mcp server error-handling)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (mcp server jsonrpc)
#:use-module (mcp server validation)
#:export (make-error-handler
error-handler?
handle-error
recover-from-error
make-circuit-breaker
circuit-breaker?
circuit-breaker-call
circuit-breaker-state
create-circuit-breaker
create-default-error-handler
create-simple-error-handler
log-error
*error-types*
*recovery-strategies*))
;; Error types
(define *error-types*
'((protocol-error . "Protocol violation or malformed message")
(transport-error . "Transport layer failure")
(method-error . "Method execution failure")
(validation-error . "Parameter validation failure")
(timeout-error . "Operation timeout")
(connection-error . "Connection failure")
(authentication-error . "Authentication failure")
(authorization-error . "Authorization failure")
(resource-error . "Resource unavailable")
(internal-error . "Internal server error")))
;; Recovery strategies
(define *recovery-strategies*
'((retry . "Retry the operation")
(fallback . "Use fallback mechanism")
(circuit-break . "Open circuit breaker")
(graceful-degradation . "Reduce functionality")
(fail-fast . "Fail immediately")
(ignore . "Ignore the error")))
;; Error handler record type
(define-record-type <error-handler>
(make-error-handler strategy fallback-handler retry-config circuit-breaker logger)
error-handler?
(strategy error-handler-strategy)
(fallback-handler error-handler-fallback)
(retry-config error-handler-retry-config)
(circuit-breaker error-handler-circuit-breaker)
(logger error-handler-logger))
;; Circuit breaker record type
(define-record-type <circuit-breaker>
(make-circuit-breaker state failure-count threshold timeout last-failure-time)
circuit-breaker?
(state circuit-breaker-state set-circuit-breaker-state!)
(failure-count circuit-breaker-failure-count set-circuit-breaker-failure-count!)
(threshold circuit-breaker-threshold)
(timeout circuit-breaker-timeout)
(last-failure-time circuit-breaker-last-failure-time set-circuit-breaker-last-failure-time!))
;; Retry configuration record type
(define-record-type <retry-config>
(make-retry-config max-attempts delay backoff-factor max-delay)
retry-config?
(max-attempts retry-config-max-attempts)
(delay retry-config-delay)
(backoff-factor retry-config-backoff-factor)
(max-delay retry-config-max-delay))
;; Main error handling function
(define* (handle-error error-handler error-type error-data #:optional (context #f))
"Handle an error using the specified error handler"
(let ((strategy (error-handler-strategy error-handler))
(logger (error-handler-logger error-handler)))
;; Log the error
(when logger
(log-error logger error-type error-data context))
;; Apply error handling strategy
(match strategy
('retry
(handle-retry-error error-handler error-type error-data context))
('fallback
(handle-fallback-error error-handler error-type error-data context))
('circuit-break
(handle-circuit-breaker-error error-handler error-type error-data context))
('graceful-degradation
(handle-graceful-degradation error-handler error-type error-data context))
('fail-fast
(handle-fail-fast-error error-handler error-type error-data context))
('ignore
(handle-ignore-error error-handler error-type error-data context))
(_
(handle-default-error error-handler error-type error-data context)))))
;; Retry error handling
(define (handle-retry-error error-handler error-type error-data context)
"Handle error with retry strategy"
(let ((retry-config (error-handler-retry-config error-handler)))
(if retry-config
(retry-operation retry-config
(lambda () (recover-from-error error-type error-data context))
error-type)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Retry failed - no retry configuration"
error-data))))
(define (retry-operation retry-config operation error-type)
"Retry an operation according to retry configuration"
(let loop ((attempts 0)
(delay (retry-config-delay retry-config)))
(catch #t
(lambda ()
(operation))
(lambda (key . args)
(let ((next-attempt (+ attempts 1)))
(if (>= next-attempt (retry-config-max-attempts retry-config))
;; Max attempts reached
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
(format #f "Operation failed after ~a attempts" next-attempt)
(list error-type key args))
;; Retry with backoff
(begin
(usleep (* delay 1000)) ; Convert to microseconds
(let ((next-delay (min (* delay (retry-config-backoff-factor retry-config))
(retry-config-max-delay retry-config))))
(loop next-attempt next-delay)))))))))
;; Fallback error handling
(define (handle-fallback-error error-handler error-type error-data context)
"Handle error with fallback strategy"
(let ((fallback-handler (error-handler-fallback error-handler)))
(if fallback-handler
(catch #t
(lambda ()
(fallback-handler error-type error-data context))
(lambda (key . args)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Fallback handler failed"
(list error-type key args))))
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"No fallback handler available"
error-data))))
;; Circuit breaker error handling
(define (handle-circuit-breaker-error error-handler error-type error-data context)
"Handle error with circuit breaker strategy"
(let ((circuit-breaker (error-handler-circuit-breaker error-handler)))
(if circuit-breaker
(begin
(record-circuit-breaker-failure circuit-breaker)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Circuit breaker activated"
error-data))
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"No circuit breaker configured"
error-data))))
;; Other error handling strategies
(define (handle-graceful-degradation error-handler error-type error-data context)
"Handle error with graceful degradation"
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Service degraded due to error"
error-data))
(define (handle-fail-fast-error error-handler error-type error-data context)
"Handle error with fail-fast strategy"
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Operation failed immediately"
error-data))
(define (handle-ignore-error error-handler error-type error-data context)
"Handle error by ignoring it"
#f) ; Return nothing for ignored errors
(define (handle-default-error error-handler error-type error-data context)
"Default error handling"
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
(format #f "Unhandled error: ~a" error-type)
error-data))
;; Circuit breaker implementation
(define (create-circuit-breaker threshold timeout)
"Create a new circuit breaker"
(make-circuit-breaker 'closed 0 threshold timeout #f))
(define (circuit-breaker-call circuit-breaker operation)
"Execute operation through circuit breaker"
(let ((state (circuit-breaker-state circuit-breaker)))
(match state
('open
(if (circuit-breaker-can-retry? circuit-breaker)
(begin
(set-circuit-breaker-state! circuit-breaker 'half-open)
(circuit-breaker-try-operation circuit-breaker operation))
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Circuit breaker is open"
#f)))
('half-open
(circuit-breaker-try-operation circuit-breaker operation))
('closed
(circuit-breaker-try-operation circuit-breaker operation)))))
(define (circuit-breaker-try-operation circuit-breaker operation)
"Try to execute operation and update circuit breaker state"
(catch #t
(lambda ()
(let ((result (operation)))
;; Success - reset circuit breaker
(set-circuit-breaker-failure-count! circuit-breaker 0)
(set-circuit-breaker-state! circuit-breaker 'closed)
result))
(lambda (key . args)
;; Failure - update circuit breaker
(record-circuit-breaker-failure circuit-breaker)
(throw key args))))
(define (record-circuit-breaker-failure circuit-breaker)
"Record a failure in the circuit breaker"
(let ((failure-count (+ (circuit-breaker-failure-count circuit-breaker) 1)))
(set-circuit-breaker-failure-count! circuit-breaker failure-count)
(set-circuit-breaker-last-failure-time! circuit-breaker (current-time))
(when (>= failure-count (circuit-breaker-threshold circuit-breaker))
(set-circuit-breaker-state! circuit-breaker 'open))))
(define (circuit-breaker-can-retry? circuit-breaker)
"Check if circuit breaker can retry (timeout expired)"
(let ((last-failure (circuit-breaker-last-failure-time circuit-breaker))
(timeout (circuit-breaker-timeout circuit-breaker)))
(and last-failure
(> (- (current-time) last-failure) timeout))))
;; Recovery functions
(define (recover-from-error error-type error-data context)
"Attempt to recover from an error"
(match error-type
('connection-error
(recover-connection-error error-data context))
('timeout-error
(recover-timeout-error error-data context))
('validation-error
(recover-validation-error error-data context))
(_
(recover-generic-error error-type error-data context))))
(define (recover-connection-error error-data context)
"Recover from connection error"
;; Attempt to reconnect
(format (current-error-port) "Attempting to recover from connection error~%")
#f) ; Placeholder
(define (recover-timeout-error error-data context)
"Recover from timeout error"
;; Reset timeout and try again
(format (current-error-port) "Attempting to recover from timeout error~%")
#f) ; Placeholder
(define (recover-validation-error error-data context)
"Recover from validation error"
;; Cannot recover from validation errors
(throw 'validation-error "Cannot recover from validation error" error-data))
(define (recover-generic-error error-type error-data context)
"Generic error recovery"
(format (current-error-port) "Attempting generic recovery for ~a~%" error-type)
#f) ; Placeholder
;; Logging functions
(define (log-error logger error-type error-data context)
"Log an error using the specified logger"
(if logger
(logger error-type error-data context)
(default-error-logger error-type error-data context)))
(define (default-error-logger error-type error-data context)
"Default error logger"
(let ((timestamp (strftime "%Y-%m-%d %H:%M:%S" (localtime (current-time)))))
(format (current-error-port)
"[~a] ERROR: ~a - ~a~%"
timestamp
error-type
error-data)
(when context
(format (current-error-port) "Context: ~a~%" context))))
;; Factory functions
(define (create-default-error-handler)
"Create an error handler with default settings"
(make-error-handler 'retry
#f
(make-retry-config 3 1000 2 10000)
(create-circuit-breaker 5 30)
default-error-logger))
(define (create-simple-error-handler strategy)
"Create a simple error handler with the specified strategy"
(make-error-handler strategy #f #f #f default-error-logger))

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;; MCP Server Integration with Guile Infrastructure
;; This module integrates the MCP server with existing Guile-based home lab infrastructure
(define-module (mcp server integration)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (ice-9 popen)
#:use-module (ice-9 rdelim)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (mcp server jsonrpc)
#:use-module (mcp server protocol)
#:use-module (mcp server transport)
#:use-module (mcp server router)
#:use-module (mcp server validation)
#:use-module (mcp server error-handling)
#:export (create-integrated-mcp-server
register-lab-tools
register-lab-resources
register-lab-prompts
lab-command-executor
lab-config-reader
lab-status-checker
setup-mcp-server
start-mcp-server))
;; Lab command executor - integrates with existing shell commands
(define (lab-command-executor command args)
"Execute a lab command and return the result"
(catch #t
(lambda ()
(let* ((cmd-string (string-join (cons command args) " "))
(port (open-input-pipe cmd-string))
(output (read-string port))
(exit-code (close-pipe port)))
(if (= exit-code 0)
`(("success" . #t)
("output" . ,output)
("exit_code" . ,exit-code))
`(("success" . #f)
("output" . ,output)
("error" . "Command failed")
("exit_code" . ,exit-code)))))
(lambda (key . args)
`(("success" . #f)
("error" . ,(format #f "Exception: ~a" key))
("details" . ,args)))))
;; Configuration reader - reads lab configuration
(define (lab-config-reader config-path)
"Read lab configuration from file"
(catch #t
(lambda ()
(if (file-exists? config-path)
(call-with-input-file config-path
(lambda (port)
(json->scm port)))
`(("error" . "Configuration file not found")
("path" . ,config-path))))
(lambda (key . args)
`(("error" . ,(format #f "Failed to read config: ~a" key))
("details" . ,args)))))
;; Status checker - checks lab infrastructure status
(define (lab-status-checker)
"Check the status of lab infrastructure"
(let ((services '("ssh" "docker" "nixos-rebuild"))
(status-results '()))
(for-each
(lambda (service)
(let ((result (lab-command-executor "systemctl" (list "is-active" service))))
(set! status-results
(cons `(,service . ,result) status-results))))
services)
`(("timestamp" . ,(current-time))
("services" . ,status-results))))
;; Tool registration functions
(define (register-lab-tools server)
"Register lab management tools with the MCP server"
;; Machine management tools
(register-route (mcp-server-handlers server) "tools/machine/list"
(lambda (server params)
(lab-command-executor "ls" '("/etc/nixos/machines"))))
(register-route (mcp-server-handlers server) "tools/machine/status"
(lambda (server params)
(let ((machine (hash-ref params "machine" #f)))
(if machine
(lab-command-executor "ping" (list "-c" "1" machine))
'(("error" . "Machine name required"))))))
(register-route (mcp-server-handlers server) "tools/machine/deploy"
(lambda (server params)
(let ((machine (hash-ref params "machine" #f))
(config (hash-ref params "config" #f)))
(if (and machine config)
(lab-command-executor "nixos-rebuild"
(list "switch" "--target-host" machine
"--flake" config))
'(("error" . "Machine and config required"))))))
;; Service management tools
(register-route (mcp-server-handlers server) "tools/service/status"
(lambda (server params)
(let ((service (hash-ref params "service" #f)))
(if service
(lab-command-executor "systemctl" (list "status" service))
'(("error" . "Service name required"))))))
(register-route (mcp-server-handlers server) "tools/service/restart"
(lambda (server params)
(let ((service (hash-ref params "service" #f)))
(if service
(lab-command-executor "systemctl" (list "restart" service))
'(("error" . "Service name required"))))))
;; Docker management tools
(register-route (mcp-server-handlers server) "tools/docker/ps"
(lambda (server params)
(lab-command-executor "docker" '("ps" "--format" "json"))))
(register-route (mcp-server-handlers server) "tools/docker/logs"
(lambda (server params)
(let ((container (hash-ref params "container" #f))
(lines (hash-ref params "lines" "100")))
(if container
(lab-command-executor "docker"
(list "logs" "--tail" lines container))
'(("error" . "Container name required"))))))
;; Network tools
(register-route (mcp-server-handlers server) "tools/network/scan"
(lambda (server params)
(let ((network (hash-ref params "network" "192.168.1.0/24")))
(lab-command-executor "nmap" (list "-sn" network)))))
;; Configuration tools
(register-route (mcp-server-handlers server) "tools/config/validate"
(lambda (server params)
(let ((config-path (hash-ref params "path" "/etc/nixos/configuration.nix")))
(lab-command-executor "nixos-rebuild" (list "dry-build" "--flake" config-path))))))
(define (register-lab-resources server)
"Register lab infrastructure resources with the MCP server"
;; Configuration files
(register-route (mcp-server-handlers server) "resources/config/nixos"
(lambda (server params)
(lab-config-reader "/etc/nixos/configuration.nix")))
(register-route (mcp-server-handlers server) "resources/config/machines"
(lambda (server params)
(lab-command-executor "find" '("/etc/nixos/machines" "-name" "*.nix"))))
;; System information
(register-route (mcp-server-handlers server) "resources/system/info"
(lambda (server params)
`(("hostname" . ,(gethostname))
("uptime" . ,(lab-command-executor "uptime" '()))
("load" . ,(lab-command-executor "cat" '("/proc/loadavg")))
("memory" . ,(lab-command-executor "free" '("-h"))))))
;; Network information
(register-route (mcp-server-handlers server) "resources/network/interfaces"
(lambda (server params)
(lab-command-executor "ip" '("addr" "show"))))
(register-route (mcp-server-handlers server) "resources/network/routes"
(lambda (server params)
(lab-command-executor "ip" '("route" "show"))))
;; Storage information
(register-route (mcp-server-handlers server) "resources/storage/disk"
(lambda (server params)
(lab-command-executor "df" '("-h"))))
(register-route (mcp-server-handlers server) "resources/storage/zfs"
(lambda (server params)
(lab-command-executor "zfs" '("list"))))
;; Log files
(register-route (mcp-server-handlers server) "resources/logs/system"
(lambda (server params)
(let ((lines (hash-ref params "lines" "100")))
(lab-command-executor "journalctl" (list "--lines" lines "--no-pager")))))
(register-route (mcp-server-handlers server) "resources/logs/service"
(lambda (server params)
(let ((service (hash-ref params "service" #f))
(lines (hash-ref params "lines" "100")))
(if service
(lab-command-executor "journalctl"
(list "-u" service "--lines" lines "--no-pager"))
'(("error" . "Service name required")))))))
(define (register-lab-prompts server)
"Register lab management prompts with the MCP server"
;; Deployment prompts
(register-route (mcp-server-handlers server) "prompts/deploy/machine"
(lambda (server params)
`(("prompt" . "Deploy configuration to machine")
("description" . "Deploy NixOS configuration to a target machine")
("parameters" . (("machine" . (("type" . "string")
("description" . "Target machine hostname")))
("config" . (("type" . "string")
("description" . "Configuration flake path")))
("dry_run" . (("type" . "boolean")
("description" . "Perform dry run only"))))))))
;; Troubleshooting prompts
(register-route (mcp-server-handlers server) "prompts/troubleshoot/service"
(lambda (server params)
`(("prompt" . "Troubleshoot service issues")
("description" . "Diagnose and troubleshoot service problems")
("parameters" . (("service" . (("type" . "string")
("description" . "Service name to troubleshoot")))
("include_logs" . (("type" . "boolean")
("description" . "Include service logs"))))))))
;; Monitoring prompts
(register-route (mcp-server-handlers server) "prompts/monitor/system"
(lambda (server params)
`(("prompt" . "Monitor system health")
("description" . "Check overall system health and performance")
("parameters" . (("detailed" . (("type" . "boolean")
("description" . "Include detailed metrics")))
("alerts_only" . (("type" . "boolean")
("description" . "Show only alerts and warnings")))))))))
;; Main integration setup
(define* (setup-mcp-server #:key (name "home-lab-mcp") (version "1.0.0") (transport-type 'stdio) (port 8080))
"Set up and configure the integrated MCP server"
(let* ((server (create-mcp-server name version))
(router (create-default-router))
(error-handler (create-default-error-handler))
(transport (case transport-type
((stdio) (stdio-transport))
((http) (http-transport port))
((websocket) (websocket-transport port))
(else (stdio-transport)))))
;; Register lab-specific handlers
(register-lab-tools server)
(register-lab-resources server)
(register-lab-prompts server)
;; Return configured server and transport
(values server transport router error-handler)))
(define* (start-mcp-server #:key (transport-type 'stdio) (port 8080))
"Start the integrated MCP server"
(receive (server transport router error-handler)
(setup-mcp-server #:transport-type transport-type #:port port)
(format (current-error-port) "Starting MCP server with ~a transport~%" transport-type)
;; Start the server
(catch #t
(lambda ()
(run-mcp-server server transport))
(lambda (key . args)
(handle-error error-handler 'internal-error
(cons key args)
"MCP server startup")))
(format (current-error-port) "MCP server stopped~%")))
;; Convenience function for creating integrated server
(define (create-integrated-mcp-server)
"Create a fully integrated MCP server with all lab tools"
(receive (server transport router error-handler)
(setup-mcp-server)
server))

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;; JSON-RPC 2.0 Protocol Implementation for MCP
;; This module implements the foundational JSON-RPC 2.0 protocol handling
;; as required by the Model Context Protocol (MCP) specification.
(define-module (mcp server jsonrpc)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:export (make-jsonrpc-request
make-jsonrpc-response
make-jsonrpc-error
make-jsonrpc-notification
parse-jsonrpc-message
validate-jsonrpc-message
jsonrpc-request?
jsonrpc-response?
jsonrpc-notification?
jsonrpc-error?
jsonrpc-request-id
jsonrpc-request-method
jsonrpc-request-params
jsonrpc-response-id
jsonrpc-response-result
jsonrpc-error-code
jsonrpc-error-message
jsonrpc-error-data
jsonrpc-error-id
jsonrpc-notification-method
jsonrpc-notification-params
handle-jsonrpc-batch
jsonrpc-message->json
*jsonrpc-error-codes*))
;; JSON-RPC 2.0 Error Codes
(define *jsonrpc-error-codes*
'((parse-error . -32700)
(invalid-request . -32600)
(method-not-found . -32601)
(invalid-params . -32602)
(internal-error . -32603)
(server-error-start . -32099)
(server-error-end . -32000)))
;; Record types for JSON-RPC messages
(define-record-type <jsonrpc-request>
(make-jsonrpc-request id method params)
jsonrpc-request?
(id jsonrpc-request-id)
(method jsonrpc-request-method)
(params jsonrpc-request-params))
(define-record-type <jsonrpc-response>
(make-jsonrpc-response id result)
jsonrpc-response?
(id jsonrpc-response-id)
(result jsonrpc-response-result))
(define-record-type <jsonrpc-error>
(make-jsonrpc-error id code message data)
jsonrpc-error?
(id jsonrpc-error-id)
(code jsonrpc-error-code)
(message jsonrpc-error-message)
(data jsonrpc-error-data))
(define-record-type <jsonrpc-notification>
(make-jsonrpc-notification method params)
jsonrpc-notification?
(method jsonrpc-notification-method)
(params jsonrpc-notification-params))
;; Validation functions
(define (valid-jsonrpc-version? version)
"Check if the JSON-RPC version is valid (must be '2.0')"
(and (string? version) (string=? version "2.0")))
(define (valid-method-name? method)
"Check if the method name is valid (string, not starting with 'rpc.')"
(and (string? method)
(not (string-prefix? "rpc." method))))
(define (valid-id? id)
"Check if the ID is valid (string, number, or null)"
(or (string? id)
(number? id)
(null? id)))
;; Message parsing and validation
(define (parse-jsonrpc-message json-string)
"Parse a JSON-RPC message from a JSON string"
(catch 'json-invalid
(lambda ()
(let ((parsed (json-string->scm json-string)))
(validate-and-create-message parsed)))
(lambda (key . args)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'parse-error)
"Parse error"
#f))))
(define (validate-jsonrpc-message message)
"Validate a parsed JSON-RPC message structure"
(cond
((not (list? message))
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: message must be an object"
#f))
((not (valid-jsonrpc-version? (assoc-ref message "jsonrpc")))
(make-jsonrpc-error (assoc-ref message "id")
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: jsonrpc version must be '2.0'"
#f))
(else #t)))
(define (validate-and-create-message parsed)
"Validate and create appropriate message type from parsed JSON"
(let ((validation-result (validate-jsonrpc-message parsed)))
(if (jsonrpc-error? validation-result)
validation-result
(create-message-from-parsed parsed))))
(define (create-message-from-parsed parsed)
"Create appropriate message type from validated parsed JSON"
(let ((method (assoc-ref parsed "method"))
(id (assoc-ref parsed "id"))
(params (assoc-ref parsed "params"))
(result (assoc-ref parsed "result"))
(error (assoc-ref parsed "error")))
(cond
;; Response with result
((and (not method) result (not error))
(if (not id)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: response must have id"
#f)
(make-jsonrpc-response id result)))
;; Error response
((and (not method) (not result) error)
(if (not id)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: error response must have id"
#f)
(let ((error-code (assoc-ref error "code"))
(error-message (assoc-ref error "message"))
(error-data (assoc-ref error "data")))
(make-jsonrpc-error id error-code error-message error-data))))
;; Request or notification
((and method (string? method))
(if (not (valid-method-name? method))
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: invalid method name"
#f)
(if (not id)
;; Notification (no id)
(make-jsonrpc-notification method params)
;; Request (has id)
(if (not (valid-id? id))
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: invalid id"
#f)
(make-jsonrpc-request id method params)))))
;; Invalid message
(else
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: message structure is invalid"
#f)))))
;; Batch request handling
(define (handle-jsonrpc-batch messages)
"Handle a batch of JSON-RPC messages"
(if (and (list? messages) (not (null? messages)))
(map parse-jsonrpc-message messages)
(list (make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid Request: batch must be non-empty array"
#f))))
;; Message serialization helpers
(define (jsonrpc-message->json message)
"Convert a JSON-RPC message to JSON string"
(cond
((jsonrpc-request? message)
(scm->json-string
`(("jsonrpc" . "2.0")
("id" . ,(jsonrpc-request-id message))
("method" . ,(jsonrpc-request-method message))
,@(if (jsonrpc-request-params message)
`(("params" . ,(jsonrpc-request-params message)))
'()))))
((jsonrpc-response? message)
(scm->json-string
`(("jsonrpc" . "2.0")
("id" . ,(jsonrpc-response-id message))
("result" . ,(jsonrpc-response-result message)))))
((jsonrpc-error? message)
(scm->json-string
`(("jsonrpc" . "2.0")
("id" . ,(jsonrpc-error-id message))
("error" . (("code" . ,(jsonrpc-error-code message))
("message" . ,(jsonrpc-error-message message))
,@(if (jsonrpc-error-data message)
`(("data" . ,(jsonrpc-error-data message)))
'()))))))
((jsonrpc-notification? message)
(scm->json-string
`(("jsonrpc" . "2.0")
("method" . ,(jsonrpc-notification-method message))
,@(if (jsonrpc-notification-params message)
`(("params" . ,(jsonrpc-notification-params message)))
'()))))
(else
(throw 'invalid-message "Unknown message type" message))))

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;; MCP Protocol Core Implementation
;; This module implements the core Model Context Protocol (MCP) server functionality
;; building on the JSON-RPC foundation.
(define-module (mcp server protocol)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (mcp server jsonrpc)
#:export (make-mcp-server
mcp-server?
mcp-server-name
mcp-server-version
mcp-server-capabilities
mcp-server-handlers
mcp-server-initialized?
register-mcp-handler
handle-mcp-message
mcp-initialize
mcp-initialized
mcp-shutdown
create-mcp-server
*mcp-protocol-version*
*mcp-server-capabilities*))
;; MCP Protocol version
(define *mcp-protocol-version* "2024-11-05")
;; Default server capabilities
(define *mcp-server-capabilities*
'((tools . #t)
(resources . #t)
(prompts . #t)
(logging . #t)))
;; MCP Server record type
(define-record-type <mcp-server>
(make-mcp-server name version capabilities handlers initialized?)
mcp-server?
(name mcp-server-name)
(version mcp-server-version)
(capabilities mcp-server-capabilities)
(handlers mcp-server-handlers set-mcp-server-handlers!)
(initialized? mcp-server-initialized? set-mcp-server-initialized!))
;; Register a handler for a specific MCP method
(define (register-mcp-handler server method handler)
"Register a handler function for a specific MCP method"
(let ((current-handlers (mcp-server-handlers server)))
(set-mcp-server-handlers! server
(assoc-set! current-handlers method handler))))
;; Main message handler
(define (handle-mcp-message server message)
"Handle an MCP message (request or notification)"
(cond
((jsonrpc-request? message)
(handle-mcp-request server message))
((jsonrpc-notification? message)
(handle-mcp-notification server message))
(else
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'invalid-request)
"Invalid message format"
#f))))
(define (handle-mcp-request server request)
"Handle an MCP request message"
(let* ((id (jsonrpc-request-id request))
(method (jsonrpc-request-method request))
(params (jsonrpc-request-params request))
(handlers (mcp-server-handlers server))
(handler (assoc-ref handlers method)))
(cond
;; Core protocol methods
((string=? method "initialize")
(mcp-initialize server id params))
((string=? method "shutdown")
(mcp-shutdown server id))
;; Custom handler
(handler
(catch #t
(lambda ()
(let ((result (handler server params)))
(make-jsonrpc-response id result)))
(lambda (key . args)
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'internal-error)
(format #f "Handler error: ~a" key)
args))))
;; Method not found
(else
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'method-not-found)
(format #f "Method not found: ~a" method)
#f)))))
(define (handle-mcp-notification server notification)
"Handle an MCP notification message"
(let* ((method (jsonrpc-notification-method notification))
(params (jsonrpc-notification-params notification))
(handlers (mcp-server-handlers server))
(handler (assoc-ref handlers method)))
(cond
;; Core protocol notifications
((string=? method "initialized")
(mcp-initialized server params))
;; Custom handler
(handler
(catch #t
(lambda ()
(handler server params)
#t) ; Notifications don't return responses
(lambda (key . args)
;; Log error but don't send response for notifications
(format (current-error-port) "Notification handler error: ~a ~a~%" key args)
#f)))
;; Unknown notification - ignore silently per JSON-RPC spec
(else #t))))
;; Core MCP protocol methods
(define (mcp-initialize server id params)
"Handle MCP initialize request"
(let* ((client-info (assoc-ref params "clientInfo"))
(protocol-version (assoc-ref params "protocolVersion"))
(capabilities (assoc-ref params "capabilities")))
;; Validate protocol version
(if (and protocol-version (not (string=? protocol-version *mcp-protocol-version*)))
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-params)
(format #f "Unsupported protocol version: ~a" protocol-version)
#f)
;; Return initialization response
(make-jsonrpc-response id
`(("protocolVersion" . ,*mcp-protocol-version*)
("capabilities" . ,(mcp-server-capabilities server))
("serverInfo" . (("name" . ,(mcp-server-name server))
("version" . ,(mcp-server-version server)))))))))
(define (mcp-initialized server params)
"Handle MCP initialized notification"
(set-mcp-server-initialized! server #t)
#t)
(define (mcp-shutdown server id)
"Handle MCP shutdown request"
(set-mcp-server-initialized! server #f)
(make-jsonrpc-response id '()))
;; Convenience function to create a basic MCP server
(define* (create-mcp-server name version #:optional (capabilities *mcp-server-capabilities*))
"Create a new MCP server with default settings"
(make-mcp-server name version capabilities '() #f))

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;; MCP Request Router and Method Dispatcher
;; This module implements flexible routing and method dispatch for MCP requests
(define-module (mcp server router)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (mcp server jsonrpc)
#:use-module (mcp server protocol)
#:export (make-router
router?
register-route
register-simple-route
unregister-route
dispatch-request
create-default-router
route-exists?
list-routes
*mcp-core-methods*))
;; Core MCP methods that are always available
(define *mcp-core-methods*
'("initialize" "initialized" "shutdown" "ping" "notifications/message"))
;; Router record type
(define-record-type <router>
(make-router routes middleware error-handler)
router?
(routes router-routes set-router-routes!)
(middleware router-middleware set-router-middleware!)
(error-handler router-error-handler set-router-error-handler!))
;; Route record type
(define-record-type <route>
(make-route pattern handler middleware validation)
route?
(pattern route-pattern)
(handler route-handler)
(middleware route-middleware)
(validation route-validation))
;; Router operations
(define* (register-route router pattern handler #:key (middleware '()) (validation #f))
"Register a new route with the router"
(let* ((current-routes (router-routes router))
(new-route (make-route pattern handler middleware validation))
(updated-routes (acons pattern new-route current-routes)))
(set-router-routes! router updated-routes)))
(define (unregister-route router pattern)
"Remove a route from the router"
(let* ((current-routes (router-routes router))
(updated-routes (assoc-remove! current-routes pattern)))
(set-router-routes! router updated-routes)))
(define (route-exists? router pattern)
"Check if a route exists in the router"
(assoc-ref (router-routes router) pattern))
(define (list-routes router)
"List all registered routes"
(map car (router-routes router)))
;; Request dispatching
(define (dispatch-request router server request)
"Dispatch a request through the router"
(let* ((method (jsonrpc-request-method request))
(id (jsonrpc-request-id request))
(params (jsonrpc-request-params request))
(routes (router-routes router))
(route (assoc-ref routes method)))
(cond
;; Route found
(route
(dispatch-to-route route server request))
;; Core MCP method - delegate to protocol handler
((member method *mcp-core-methods*)
(handle-mcp-message server request))
;; Method not found
(else
(let ((error-handler (router-error-handler router)))
(if error-handler
(error-handler server request 'method-not-found)
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'method-not-found)
(format #f "Method not found: ~a" method)
#f)))))))
(define (dispatch-to-route route server request)
"Dispatch a request to a specific route"
(let* ((handler (route-handler route))
(middleware (route-middleware route))
(validation (route-validation route))
(id (jsonrpc-request-id request))
(params (jsonrpc-request-params request)))
(catch #t
(lambda ()
;; Validate parameters if validation function provided
(when validation
(let ((validation-result (validation params)))
(when (not validation-result)
(throw 'validation-error "Parameter validation failed"))))
;; Apply middleware in order
(let ((processed-params (apply-middleware middleware server params)))
;; Call the handler
(let ((result (handler server processed-params)))
(make-jsonrpc-response id result))))
(lambda (key . args)
(match key
('validation-error
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-params)
"Invalid parameters"
args))
(_
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'internal-error)
(format #f "Handler error: ~a" key)
args)))))))
(define (apply-middleware middleware-list server params)
"Apply middleware functions to parameters"
(fold (lambda (middleware-fn acc)
(middleware-fn server acc))
params
middleware-list))
;; Default error handler
(define (default-error-handler server request error-type)
"Default error handler for the router"
(let ((id (jsonrpc-request-id request))
(method (jsonrpc-request-method request)))
(match error-type
('method-not-found
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'method-not-found)
(format #f "Method not found: ~a" method)
#f))
('invalid-params
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'invalid-params)
"Invalid parameters"
#f))
(_
(make-jsonrpc-error id
(assoc-ref *jsonrpc-error-codes* 'internal-error)
"Internal error"
#f)))))
;; Validation helpers
(define (validate-string-param param)
"Validate that parameter is a string"
(string? param))
(define (validate-number-param param)
"Validate that parameter is a number"
(number? param))
(define (validate-object-param param)
"Validate that parameter is a hash table (object)"
(hash-table? param))
(define (validate-array-param param)
"Validate that parameter is a list (array)"
(list? param))
(define (validate-required-fields param required-fields)
"Validate that all required fields are present in parameter object"
(and (hash-table? param)
(every (lambda (field)
(hash-ref param field #f))
required-fields)))
;; Middleware helpers
(define (logging-middleware server params)
"Middleware to log request parameters"
(format (current-error-port) "Request params: ~a~%" params)
params)
(define (timing-middleware server params)
"Middleware to add timing information"
(let ((start-time (current-time)))
(format (current-error-port) "Request started at: ~a~%" start-time)
params))
;; Router factory
(define (create-default-router)
"Create a router with default settings"
(make-router '() '() default-error-handler))
;; Convenience function for common route patterns
(define (register-simple-route router method handler)
"Register a simple route without middleware or validation"
(register-route router method handler))
(define (register-validated-route router method handler validation-fn)
"Register a route with parameter validation"
(register-route router method handler #:validation validation-fn))
(define (register-middleware-route router method handler middleware-list)
"Register a route with middleware"
(register-route router method handler #:middleware middleware-list))

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;; MCP Transport Layer Implementation
;; This module implements the transport layer for MCP communication
;; supporting stdio, HTTP, and WebSocket protocols.
(define-module (mcp server transport)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (ice-9 rdelim)
#:use-module (ice-9 threads)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (web server)
#:use-module (web request)
#:use-module (web response)
#:use-module (web uri)
#:use-module (mcp server jsonrpc)
#:use-module (mcp server protocol)
#:export (make-transport
transport?
transport-type
transport-active?
start-transport
stop-transport
send-message
receive-message
stdio-transport
http-transport
websocket-transport
run-mcp-server))
;; Transport record type
(define-record-type <transport>
(make-transport type active? send-proc receive-proc start-proc stop-proc)
transport?
(type transport-type)
(active? transport-active? set-transport-active!)
(send-proc transport-send-proc)
(receive-proc transport-receive-proc)
(start-proc transport-start-proc)
(stop-proc transport-stop-proc))
;; Transport operations
(define (start-transport transport)
"Start the transport"
((transport-start-proc transport) transport))
(define (stop-transport transport)
"Stop the transport"
((transport-stop-proc transport) transport))
(define (send-message transport message)
"Send a message through the transport"
((transport-send-proc transport) message))
(define (receive-message transport)
"Receive a message from the transport"
((transport-receive-proc transport)))
;; Stdio Transport Implementation
(define (stdio-send-message message)
"Send a message via stdio"
(let ((json-str (jsonrpc-message->json message)))
(format #t "~a~%" json-str)
(force-output)))
(define (stdio-receive-message)
"Receive a message via stdio"
(let ((line (read-line)))
(if (eof-object? line)
#f
(parse-jsonrpc-message line))))
(define (stdio-start transport)
"Start stdio transport"
(set-transport-active! transport #t)
#t)
(define (stdio-stop transport)
"Stop stdio transport"
(set-transport-active! transport #f)
#t)
(define (stdio-transport)
"Create a stdio transport"
(make-transport 'stdio #f
stdio-send-message
stdio-receive-message
stdio-start
stdio-stop))
;; HTTP Transport Implementation
(define (http-send-message message)
"Send a message via HTTP (for responses)"
;; HTTP responses are handled by the request handler
(jsonrpc-message->json message))
(define (http-receive-message request)
"Receive a message via HTTP request"
(let ((body (utf8->string (request-body request))))
(if (string-null? body)
#f
(parse-jsonrpc-message body))))
(define (http-handler server)
"Create HTTP handler for MCP server"
(lambda (request request-body)
(match (request-method request)
('POST
(let* ((message (http-receive-message request))
(response-message (if message
(handle-mcp-message server message)
(make-jsonrpc-error #f
(assoc-ref *jsonrpc-error-codes* 'parse-error)
"Invalid request body"
#f)))
(response-json (http-send-message response-message)))
(values (build-response #:code 200
#:headers '((content-type . (application/json))))
response-json)))
(_
(values (build-response #:code 405
#:headers '((content-type . (text/plain))))
"Method Not Allowed")))))
(define (http-start transport server port)
"Start HTTP transport"
(set-transport-active! transport #t)
(run-server (http-handler server) 'http `(#:port ,port))
#t)
(define (http-stop transport)
"Stop HTTP transport"
(set-transport-active! transport #f)
;; Note: Stopping the HTTP server requires more complex lifecycle management
#t)
(define (http-transport port)
"Create an HTTP transport"
(make-transport 'http #f
http-send-message
(lambda () #f) ; HTTP is request-response, not continuous receive
(lambda (transport) (http-start transport #f port))
http-stop))
;; WebSocket Transport Implementation (Basic stub)
;; Note: Full WebSocket implementation would require additional dependencies
(define (websocket-send-message message)
"Send a message via WebSocket"
;; Placeholder for WebSocket implementation
(format (current-error-port) "WebSocket send not implemented: ~a~%" message))
(define (websocket-receive-message)
"Receive a message via WebSocket"
;; Placeholder for WebSocket implementation
#f)
(define (websocket-start transport)
"Start WebSocket transport"
(format (current-error-port) "WebSocket transport not fully implemented~%")
(set-transport-active! transport #f)
#f)
(define (websocket-stop transport)
"Stop WebSocket transport"
(set-transport-active! transport #f)
#t)
(define (websocket-transport port)
"Create a WebSocket transport (placeholder)"
(make-transport 'websocket #f
websocket-send-message
websocket-receive-message
websocket-start
websocket-stop))
;; Main server runner
(define (run-mcp-server server transport)
"Run the MCP server with the specified transport"
(start-transport transport)
(cond
;; Stdio transport - event loop
((eq? (transport-type transport) 'stdio)
(let loop ()
(when (transport-active? transport)
(let ((message (receive-message transport)))
(when message
(let ((response (handle-mcp-message server message)))
(when (and response (not (jsonrpc-notification? message)))
(send-message transport response)))))
(loop))))
;; HTTP transport - handled by web server
((eq? (transport-type transport) 'http)
(format (current-error-port) "HTTP server started~%")
;; The HTTP server runs in its own event loop
#t)
;; WebSocket transport - placeholder
((eq? (transport-type transport) 'websocket)
(format (current-error-port) "WebSocket transport not implemented~%")
#f)
(else
(format (current-error-port) "Unknown transport type: ~a~%" (transport-type transport))
#f))
(stop-transport transport))

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;; MCP Message Validation and Schema Enforcement
;; This module implements comprehensive validation for MCP messages and schemas
(define-module (mcp server validation)
#:use-module (ice-9 match)
#:use-module (ice-9 receive)
#:use-module (json)
#:use-module (srfi srfi-1)
#:use-module (srfi srfi-9)
#:use-module (srfi srfi-26)
#:use-module (mcp server jsonrpc)
#:export (validate-mcp-message
validate-mcp-params
validate-tool-params
validate-resource-params
validate-prompt-params
validate-schema
make-validator
validator?
validation-error?
validation-error-message
validation-error-path
*mcp-schemas*))
;; Validation error record type
(define-record-type <validation-error>
(make-validation-error message path data)
validation-error?
(message validation-error-message)
(path validation-error-path)
(data validation-error-data))
;; Validator record type
(define-record-type <validator>
(make-validator name schema validate-fn)
validator?
(name validator-name)
(schema validator-schema)
(validate-fn validator-validate-fn))
;; MCP Schema definitions
(define *mcp-schemas*
`((initialize . (("type" . "object")
("required" . ("protocolVersion" "capabilities" "clientInfo"))
("properties" . (("protocolVersion" . (("type" . "string")))
("capabilities" . (("type" . "object")))
("clientInfo" . (("type" . "object")
("required" . ("name" "version"))
("properties" . (("name" . (("type" . "string")))
("version" . (("type" . "string")))))))))))
(tools/list . (("type" . "object")
("properties" . (("cursor" . (("type" . "string")))))))
(tools/call . (("type" . "object")
("required" . ("name"))
("properties" . (("name" . (("type" . "string")))
("arguments" . (("type" . "object")))))))
(resources/list . (("type" . "object")
("properties" . (("cursor" . (("type" . "string")))))))
(resources/read . (("type" . "object")
("required" . ("uri"))
("properties" . (("uri" . (("type" . "string")))))))
(prompts/list . (("type" . "object")
("properties" . (("cursor" . (("type" . "string")))))))
(prompts/get . (("type" . "object")
("required" . ("name"))
("properties" . (("name" . (("type" . "string")))
("arguments" . (("type" . "object")))))))))
;; Core validation functions
(define (validate-mcp-message message)
"Validate an MCP message structure"
(cond
((jsonrpc-request? message)
(validate-mcp-request message))
((jsonrpc-response? message)
(validate-mcp-response message))
((jsonrpc-notification? message)
(validate-mcp-notification message))
((jsonrpc-error? message)
(validate-mcp-error message))
(else
(make-validation-error "Invalid message type" '() message))))
(define (validate-mcp-request request)
"Validate an MCP request message"
(let ((method (jsonrpc-request-method request))
(params (jsonrpc-request-params request))
(id (jsonrpc-request-id request)))
;; Validate method name
(cond
((not (string? method))
(make-validation-error "Method must be a string" '(method) method))
((string-null? method)
(make-validation-error "Method cannot be empty" '(method) method))
;; Validate method-specific parameters
(else
(validate-mcp-params method params)))))
(define (validate-mcp-response response)
"Validate an MCP response message"
(let ((id (jsonrpc-response-id response))
(result (jsonrpc-response-result response)))
;; Basic response validation
(if (not (or (string? id) (number? id) (null? id)))
(make-validation-error "Response ID must be string, number, or null" '(id) id)
#t)))
(define (validate-mcp-notification notification)
"Validate an MCP notification message"
(let ((method (jsonrpc-notification-method notification))
(params (jsonrpc-notification-params notification)))
;; Validate method name
(cond
((not (string? method))
(make-validation-error "Method must be a string" '(method) method))
((string-null? method)
(make-validation-error "Method cannot be empty" '(method) method))
;; Validate method-specific parameters
(else
(validate-mcp-params method params)))))
(define (validate-mcp-error error)
"Validate an MCP error message"
(let ((id (jsonrpc-error-id error))
(code (jsonrpc-error-code error))
(message (jsonrpc-error-message error)))
(cond
((not (number? code))
(make-validation-error "Error code must be a number" '(error code) code))
((not (string? message))
(make-validation-error "Error message must be a string" '(error message) message))
(else #t))))
;; Parameter validation
(define (validate-mcp-params method params)
"Validate parameters for a specific MCP method"
(let ((schema (assoc-ref *mcp-schemas* (string->symbol method))))
(if schema
(validate-schema params schema (list method))
;; No schema defined - basic validation
(if (and params (not (and (list? params) (every pair? params))) (not (list? params)))
(make-validation-error "Parameters must be object or array" '(params) params)
#t))))
;; Schema validation engine
(define (validate-schema data schema path)
"Validate data against a JSON schema"
(let ((schema-type (assoc-ref schema "type")))
(match schema-type
("object"
(validate-object-schema data schema path))
("array"
(validate-array-schema data schema path))
("string"
(validate-string-schema data schema path))
("number"
(validate-number-schema data schema path))
("integer"
(validate-integer-schema data schema path))
("boolean"
(validate-boolean-schema data schema path))
("null"
(validate-null-schema data schema path))
(_
(make-validation-error "Unknown schema type" path schema-type)))))
(define (validate-object-schema data schema path)
"Validate object against object schema"
(cond
((not (and (list? data) (every pair? data)))
(make-validation-error "Expected object" path data))
(else
(let ((required (assoc-ref schema "required"))
(properties (assoc-ref schema "properties")))
;; Check required fields
(if required
(let ((missing-fields (filter (lambda (field)
(not (assoc-ref data field)))
required)))
(if (not (null? missing-fields))
(make-validation-error
(format #f "Missing required fields: ~a" missing-fields)
path
missing-fields)
;; Validate properties
(validate-object-properties data properties path)))
;; No required fields - validate properties
(validate-object-properties data properties path))))))
(define (validate-object-properties data properties path)
"Validate object properties against schema"
(if (not properties)
#t
(let loop ((props (if (and (list? properties) (every pair? properties))
properties
'())))
(if (null? props)
#t
(let* ((prop (car props))
(prop-name (car prop))
(prop-schema (cdr prop))
(prop-value (assoc-ref data prop-name))
(prop-path (append path (list prop-name))))
(if prop-value
(let ((validation-result (validate-schema prop-value prop-schema prop-path)))
(if (validation-error? validation-result)
validation-result
(loop (cdr props))))
(loop (cdr props))))))))
(define (validate-array-schema data schema path)
"Validate array against array schema"
(cond
((not (list? data))
(make-validation-error "Expected array" path data))
(else
(let ((items-schema (assoc-ref schema "items"))
(min-items (assoc-ref schema "minItems"))
(max-items (assoc-ref schema "maxItems")))
;; Check length constraints
(let ((length (length data)))
(cond
((and min-items (< length min-items))
(make-validation-error
(format #f "Array too short: ~a < ~a" length min-items)
path data))
((and max-items (> length max-items))
(make-validation-error
(format #f "Array too long: ~a > ~a" length max-items)
path data))
;; Validate items
(items-schema
(validate-array-items data items-schema path))
(else #t)))))))
(define (validate-array-items data items-schema path)
"Validate array items against schema"
(let loop ((items data)
(index 0))
(if (null? items)
#t
(let* ((item (car items))
(item-path (append path (list index)))
(validation-result (validate-schema item items-schema item-path)))
(if (validation-error? validation-result)
validation-result
(loop (cdr items) (+ index 1)))))))
(define (validate-string-schema data schema path)
"Validate string against string schema"
(cond
((not (string? data))
(make-validation-error "Expected string" path data))
(else
(let ((min-length (assoc-ref schema "minLength"))
(max-length (assoc-ref schema "maxLength"))
(pattern (assoc-ref schema "pattern")))
(let ((length (string-length data)))
(cond
((and min-length (< length min-length))
(make-validation-error
(format #f "String too short: ~a < ~a" length min-length)
path data))
((and max-length (> length max-length))
(make-validation-error
(format #f "String too long: ~a > ~a" length max-length)
path data))
;; Pattern validation would require regex support
(else #t)))))))
(define (validate-number-schema data schema path)
"Validate number against number schema"
(if (not (number? data))
(make-validation-error "Expected number" path data)
#t))
(define (validate-integer-schema data schema path)
"Validate integer against integer schema"
(if (not (and (number? data) (integer? data)))
(make-validation-error "Expected integer" path data)
#t))
(define (validate-boolean-schema data schema path)
"Validate boolean against boolean schema"
(if (not (boolean? data))
(make-validation-error "Expected boolean" path data)
#t))
(define (validate-null-schema data schema path)
"Validate null against null schema"
(if (not (null? data))
(make-validation-error "Expected null" path data)
#t))
;; Specific MCP method validators
(define (validate-tool-params params)
"Validate tool method parameters"
(validate-mcp-params "tools/call" params))
(define (validate-resource-params params)
"Validate resource method parameters"
(validate-mcp-params "resources/read" params))
(define (validate-prompt-params params)
"Validate prompt method parameters"
(validate-mcp-params "prompts/get" params))