From 53c7aca88602bcd01bccb0ed1e2f1b3b035c615c Mon Sep 17 00:00:00 2001 From: David Fowler Date: Sun, 28 Dec 2025 13:48:25 -0800 Subject: [PATCH] Add MCP server support (tally mcp) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Add MCP server with 10 tools exposing tally functionality: - run_analysis, explain_merchant, explain_summary - discover_unknown, inspect_csv, diagnose_config - list_rules (with category/source filters), add_rule - get_version - Add file://rules/{path} resource for direct rules file access - Add tally mcp init command for auto-configuring MCP clients: - Claude Desktop, VS Code, Cursor, Claude Code, OpenCode, Gemini CLI - Add 22 tests for MCP tools and init functionality - Update README and CLAUDE.md with MCP documentation ๐Ÿค– Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 --- CLAUDE.md | 7 + README.md | 58 +++- pyproject.toml | 2 + src/tally/cli.py | 33 ++ src/tally/mcp_init.py | 325 ++++++++++++++++++ src/tally/mcp_server.py | 626 ++++++++++++++++++++++++++++++++++ tests/test_mcp.py | 358 ++++++++++++++++++++ uv.lock | 732 ++++++++++++++++++++++++++++++++++++++++ 8 files changed, 2140 insertions(+), 1 deletion(-) create mode 100644 src/tally/mcp_init.py create mode 100644 src/tally/mcp_server.py create mode 100644 tests/test_mcp.py diff --git a/CLAUDE.md b/CLAUDE.md index 8f494b1..825a047 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -15,6 +15,10 @@ uv run tally explain -c monthly /path/to/config # Explain all monthly merchan uv run tally diag /path/to/config # Debug config issues uv run tally discover /path/to/config # Find unknown merchants uv run tally inspect file.csv # Analyze CSV structure +uv run tally mcp # Start MCP server (stdio) +uv run tally mcp init # Auto-configure MCP client +uv run tally mcp init --client claude-code # Configure for Claude Code +uv run tally mcp init --json # Output JSON config uv run pytest tests/ # Run all tests uv run pytest tests/test_analyzer.py -v # Run analyzer tests ``` @@ -47,7 +51,10 @@ Netflix โ†’ Monthly - `src/tally/config_loader.py` - Settings loading, migration logic - `src/tally/format_parser.py` - CSV format string parsing - `src/tally/merchant_utils.py` - Merchant normalization, rule matching +- `src/tally/mcp_server.py` - MCP server with 8 tools for AI integration +- `src/tally/mcp_init.py` - MCP client setup for various AI tools - `tests/test_analyzer.py` - Main test file for new features +- `tests/test_mcp.py` - Tests for MCP server tools - `docs/` - Marketing website (GitHub Pages) - `config/` - Example configuration files diff --git a/README.md b/README.md index ddb2049..de3d997 100644 --- a/README.md +++ b/README.md @@ -2,7 +2,7 @@ **A local rule engine for transaction classification.** Pair it with an LLM to eliminate the manual work. -Works with Claude Code, Codex, Copilot, Cursor, or a local model. +Works with Claude Code, Codex, Copilot, Cursor, or a local model. Also available as an [MCP server](#mcp-server) for Claude Desktop, VS Code, and other AI tools. ๐Ÿ‘‰ **[Website](https://tallyai.money)** ยท **[Releases](https://github.com/davidfowl/tally/releases)** @@ -42,6 +42,8 @@ tally run # Generate spending report | `tally diag` | Debug config issues | | `tally version` | Show version and check for updates | | `tally update` | Update to latest version | +| `tally mcp` | Start MCP server for AI tool integration | +| `tally mcp init` | Configure MCP client (Claude Desktop, VS Code, etc.) | ### Output Formats @@ -66,6 +68,60 @@ tally explain --classification monthly # Explain all monthly merchant tally explain --category Subscriptions # Explain all subscriptions ``` +## MCP Server + +Tally includes an MCP (Model Context Protocol) server for direct integration with AI tools like Claude Desktop, VS Code, Cursor, and more. + +### Quick Setup + +```bash +tally mcp init # Auto-detect and configure your AI tool +tally mcp init --client claude-desktop # Or specify a client +tally mcp init --json # Output config JSON for manual setup +``` + +### Supported Clients + +| Client | Setup Command | +|--------|--------------| +| Claude Desktop | `tally mcp init --client claude-desktop` | +| VS Code | `tally mcp init --client vscode` | +| Cursor | `tally mcp init --client cursor` | +| Claude Code | `tally mcp init --client claude-code` | +| OpenCode | `tally mcp init --client opencode` | +| Gemini CLI | `tally mcp init --client gemini` | + +### Available Tools + +Once configured, your AI assistant can use these tools: + +| Tool | Description | +|------|-------------| +| `run_analysis` | Analyze spending and generate reports (JSON/markdown) | +| `explain_merchant` | Explain why a merchant is classified a certain way | +| `explain_summary` | Get classification summary for all merchants | +| `discover_unknown` | Find uncategorized merchants with suggested rules | +| `inspect_csv` | Analyze CSV structure for format string creation | +| `diagnose_config` | Debug configuration issues | +| `list_rules` | List all merchant categorization rules | +| `add_rule` | Add a new merchant categorization rule | +| `get_version` | Get tally version information | + +### Manual Configuration + +If auto-setup doesn't work, add this to your MCP config: + +```json +{ + "mcpServers": { + "tally": { + "command": "tally", + "args": ["mcp"] + } + } +} +``` + ## Configuration ### settings.yaml diff --git a/pyproject.toml b/pyproject.toml index 767096b..16289ab 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -22,6 +22,7 @@ classifiers = [ ] dependencies = [ "pyyaml>=6.0", + "mcp>=1.2.0", ] [project.scripts] @@ -30,6 +31,7 @@ tally = "tally.cli:main" [project.optional-dependencies] dev = [ "pytest>=7.0", + "pytest-asyncio>=0.23.0", ] build = [ "pyinstaller>=6.0", diff --git a/src/tally/cli.py b/src/tally/cli.py index b04e5b8..f620913 100644 --- a/src/tally/cli.py +++ b/src/tally/cli.py @@ -2438,6 +2438,31 @@ def main(): help='Skip confirmation prompts for asset updates' ) + # mcp subcommand + mcp_parser = subparsers.add_parser( + 'mcp', + help='Start MCP server or configure MCP clients', + description='Run tally as an MCP (Model Context Protocol) server for integration with Claude Desktop, VS Code, and other AI tools.' + ) + mcp_subparsers = mcp_parser.add_subparsers(dest='mcp_command') + + # mcp init subcommand + mcp_init_parser = mcp_subparsers.add_parser( + 'init', + help='Configure MCP client to use tally', + description='Set up tally MCP server on Claude Desktop, VS Code, Cursor, or other clients.' + ) + mcp_init_parser.add_argument( + '--client', + choices=['claude-desktop', 'vscode', 'cursor', 'claude-code', 'opencode', 'gemini'], + help='Specific client to configure (default: auto-detect)' + ) + mcp_init_parser.add_argument( + '--json', + action='store_true', + help='Output JSON config for manual setup' + ) + args = parser.parse_args() # If no command specified, show help with banner @@ -2480,6 +2505,14 @@ def main(): print(f" Run 'tally update' to install") elif args.command == 'update': cmd_update(args) + elif args.command == 'mcp': + if args.mcp_command == 'init': + from .mcp_init import run_mcp_init + run_mcp_init(client=args.client, output_json=args.json) + else: + # No subcommand - run MCP server + from .mcp_server import run_server + run_server() if __name__ == '__main__': diff --git a/src/tally/mcp_init.py b/src/tally/mcp_init.py new file mode 100644 index 0000000..79037c8 --- /dev/null +++ b/src/tally/mcp_init.py @@ -0,0 +1,325 @@ +"""MCP client setup for tally - configure MCP server on various AI tools.""" + +import json +import os +import platform +import shutil +import subprocess +import sys +from pathlib import Path + + +def get_tally_command(): + """Get the full path to tally executable.""" + # Try to find tally in PATH + tally_path = shutil.which('tally') + if tally_path: + return tally_path + + # If running from source, use the module path + return sys.executable + + +def get_tally_args(): + """Get the arguments needed to run tally mcp.""" + tally_path = shutil.which('tally') + if tally_path: + return ["mcp"] + else: + # Running from source via python -m or uv run + return ["-m", "tally", "mcp"] + + +def detect_mcp_clients(): + """Auto-detect available MCP clients.""" + detected = [] + + # Claude Desktop + if _get_claude_desktop_config_path().parent.exists(): + detected.append('claude-desktop') + + # VS Code (check if code command exists) + if shutil.which('code'): + detected.append('vscode') + + # Cursor (check config directory) + cursor_config = Path.cwd() / '.cursor' + if cursor_config.exists() or shutil.which('cursor'): + detected.append('cursor') + + # Claude Code (check if claude command exists) + if shutil.which('claude'): + detected.append('claude-code') + + # OpenCode (check for opencode.json in cwd) + if (Path.cwd() / 'opencode.json').exists() or (Path.cwd() / 'opencode.jsonc').exists(): + detected.append('opencode') + + # Gemini CLI (check config directory) + gemini_config = Path.home() / '.gemini' + if gemini_config.exists() or shutil.which('gemini'): + detected.append('gemini') + + return detected + + +def _get_claude_desktop_config_path(): + """Get Claude Desktop config file path based on platform.""" + system = platform.system() + if system == 'Darwin': + return Path.home() / 'Library/Application Support/Claude/claude_desktop_config.json' + elif system == 'Windows': + appdata = os.environ.get('APPDATA', '') + return Path(appdata) / 'Claude/claude_desktop_config.json' + else: + return Path.home() / '.config/Claude/claude_desktop_config.json' + + +def setup_claude_desktop(): + """Add tally to Claude Desktop config.""" + config_path = _get_claude_desktop_config_path() + + if config_path.exists(): + try: + existing = json.loads(config_path.read_text()) + except json.JSONDecodeError: + existing = {} + else: + existing = {} + + if 'mcpServers' not in existing: + existing['mcpServers'] = {} + + tally_cmd = get_tally_command() + tally_args = get_tally_args() + + existing['mcpServers']['tally'] = { + "command": tally_cmd, + "args": tally_args + } + + config_path.parent.mkdir(parents=True, exist_ok=True) + config_path.write_text(json.dumps(existing, indent=2)) + + print(f"Added tally to Claude Desktop config: {config_path}") + print(" Restart Claude Desktop to activate.") + return True + + +def setup_vscode(): + """Add tally to VS Code via CLI.""" + tally_cmd = get_tally_command() + tally_args = get_tally_args() + + mcp_config = { + "name": "tally", + "command": tally_cmd, + "args": tally_args + } + + try: + subprocess.run( + ['code', '--add-mcp', json.dumps(mcp_config)], + check=True, + capture_output=True + ) + print("Added tally to VS Code MCP servers.") + return True + except subprocess.CalledProcessError as e: + print(f"Failed to add tally to VS Code: {e.stderr.decode() if e.stderr else str(e)}", file=sys.stderr) + return False + except FileNotFoundError: + print("VS Code CLI not found. Make sure 'code' command is in PATH.", file=sys.stderr) + return False + + +def setup_cursor(): + """Add tally to Cursor config.""" + config_path = Path.cwd() / '.cursor' / 'mcp.json' + + if config_path.exists(): + try: + existing = json.loads(config_path.read_text()) + except json.JSONDecodeError: + existing = {} + else: + existing = {} + + if 'mcpServers' not in existing: + existing['mcpServers'] = {} + + tally_cmd = get_tally_command() + tally_args = get_tally_args() + + existing['mcpServers']['tally'] = { + "command": tally_cmd, + "args": tally_args + } + + config_path.parent.mkdir(parents=True, exist_ok=True) + config_path.write_text(json.dumps(existing, indent=2)) + + print(f"Added tally to Cursor config: {config_path}") + return True + + +def setup_claude_code(): + """Add tally to Claude Code.""" + tally_cmd = get_tally_command() + + try: + subprocess.run( + ['claude', 'mcp', 'add', 'tally', '--', tally_cmd, 'mcp'], + check=True, + capture_output=True + ) + print("Added tally to Claude Code.") + return True + except subprocess.CalledProcessError as e: + print(f"Failed to add tally to Claude Code: {e.stderr.decode() if e.stderr else str(e)}", file=sys.stderr) + return False + except FileNotFoundError: + print("Claude Code CLI not found. Make sure 'claude' command is in PATH.", file=sys.stderr) + return False + + +def setup_opencode(): + """Add tally to OpenCode config.""" + # Look for existing config file + for filename in ['opencode.jsonc', 'opencode.json']: + config_path = Path.cwd() / filename + if config_path.exists(): + break + else: + config_path = Path.cwd() / 'opencode.json' + + if config_path.exists(): + try: + # Read and strip comments for .jsonc + content = config_path.read_text() + # Simple comment stripping for JSONC + import re + content = re.sub(r'//.*$', '', content, flags=re.MULTILINE) + content = re.sub(r'/\*.*?\*/', '', content, flags=re.DOTALL) + existing = json.loads(content) + except json.JSONDecodeError: + existing = {"$schema": "https://opencode.ai/config.json"} + else: + existing = {"$schema": "https://opencode.ai/config.json"} + + if 'mcp' not in existing: + existing['mcp'] = {} + + tally_cmd = get_tally_command() + + # OpenCode uses command as array + existing['mcp']['tally'] = { + "type": "local", + "command": [tally_cmd, "mcp"], + "enabled": True + } + + config_path.write_text(json.dumps(existing, indent=2)) + print(f"Added tally to OpenCode config: {config_path}") + return True + + +def setup_gemini(): + """Add tally to Gemini CLI config.""" + config_path = Path.home() / '.gemini' / 'settings.json' + + if config_path.exists(): + try: + existing = json.loads(config_path.read_text()) + except json.JSONDecodeError: + existing = {} + else: + existing = {} + + if 'mcpServers' not in existing: + existing['mcpServers'] = {} + + tally_cmd = get_tally_command() + tally_args = get_tally_args() + + existing['mcpServers']['tally'] = { + "command": tally_cmd, + "args": tally_args + } + + config_path.parent.mkdir(parents=True, exist_ok=True) + config_path.write_text(json.dumps(existing, indent=2)) + + print(f"Added tally to Gemini CLI config: {config_path}") + return True + + +def output_json_config(): + """Output JSON config for manual setup.""" + tally_cmd = get_tally_command() + tally_args = get_tally_args() + + config = { + "mcpServers": { + "tally": { + "command": tally_cmd, + "args": tally_args + } + } + } + print(json.dumps(config, indent=2)) + + +def run_mcp_init(client=None, output_json=False): + """ + Set up tally MCP server on various clients. + + Args: + client: Specific client to configure (or None for auto-detect) + output_json: If True, output JSON config instead of setting up + """ + if output_json: + output_json_config() + return + + # Map client names to setup functions + setup_functions = { + 'claude-desktop': setup_claude_desktop, + 'vscode': setup_vscode, + 'cursor': setup_cursor, + 'claude-code': setup_claude_code, + 'opencode': setup_opencode, + 'gemini': setup_gemini, + } + + if client: + if client not in setup_functions: + print(f"Unknown client: {client}", file=sys.stderr) + print(f"Valid clients: {', '.join(setup_functions.keys())}", file=sys.stderr) + sys.exit(1) + setup_functions[client]() + return + + # Auto-detect available clients + detected = detect_mcp_clients() + + if not detected: + print("No supported MCP clients detected.") + print("Add this to your MCP config manually:") + print() + output_json_config() + return + + print(f"Detected MCP clients: {', '.join(detected)}") + print() + + # Set up the first detected client + for client_name in detected: + print(f"Setting up {client_name}...") + if setup_functions[client_name](): + print() + print("To set up additional clients, run:") + for other in detected: + if other != client_name: + print(f" tally mcp init --client {other}") + break diff --git a/src/tally/mcp_server.py b/src/tally/mcp_server.py new file mode 100644 index 0000000..6f5a03f --- /dev/null +++ b/src/tally/mcp_server.py @@ -0,0 +1,626 @@ +"""MCP server for tally - exposes spending analysis tools via Model Context Protocol.""" + +import json +import os +import sys +from io import StringIO + +from mcp.server.fastmcp import FastMCP + +# Create the MCP server +mcp = FastMCP("tally") + + +@mcp.resource("file://rules/{path}") +def get_rules_file(path: str) -> str: + """ + Read the merchant_categories.csv rules file. + + Use path like "config/merchant_categories.csv" relative to current directory. + """ + import os + file_path = os.path.abspath(path) + if not os.path.exists(file_path): + return f"File not found: {file_path}" + with open(file_path, 'r', encoding='utf-8') as f: + return f.read() + + +def _capture_output(func, *args, **kwargs): + """Capture stdout from a function that prints.""" + old_stdout = sys.stdout + sys.stdout = StringIO() + try: + func(*args, **kwargs) + return sys.stdout.getvalue() + finally: + sys.stdout = old_stdout + + +def _load_and_parse(config_dir: str): + """Load config and parse all transactions. Returns (config, transactions, rules) or raises.""" + from .config_loader import load_config + from .merchant_utils import get_all_rules + from .analyzer import parse_amex, parse_boa, parse_generic_csv + + config_dir = os.path.abspath(config_dir) + if not os.path.isdir(config_dir): + raise FileNotFoundError(f"Config directory not found: {config_dir}") + + config = load_config(config_dir) + home_locations = config.get('home_locations', set()) + data_sources = config.get('data_sources', []) + + if not data_sources: + raise ValueError("No data sources configured in settings.yaml") + + # Load merchant rules + rules_file = os.path.join(config_dir, 'merchant_categories.csv') + if os.path.exists(rules_file): + rules = get_all_rules(rules_file) + else: + rules = get_all_rules() + + # Parse all transactions + all_txns = [] + for source in data_sources: + filepath = os.path.join(config_dir, '..', source['file']) + filepath = os.path.normpath(filepath) + if not os.path.exists(filepath): + filepath = os.path.join(os.path.dirname(config_dir), source['file']) + if not os.path.exists(filepath): + continue + + parser_type = source.get('_parser_type', source.get('type', '')).lower() + format_spec = source.get('_format_spec') + + try: + if parser_type == 'amex': + txns = parse_amex(filepath, rules, home_locations) + elif parser_type == 'boa': + txns = parse_boa(filepath, rules, home_locations) + elif parser_type == 'generic' and format_spec: + txns = parse_generic_csv( + filepath, format_spec, rules, + home_locations, + source_name=source.get('name', 'CSV'), + decimal_separator=source.get('decimal_separator', '.') + ) + else: + continue + except Exception: + continue + + all_txns.extend(txns) + + if not all_txns: + raise ValueError("No transactions found in configured data sources") + + return config, all_txns, rules + + +@mcp.tool() +def run_analysis( + config_dir: str = "./config", + format: str = "json", + verbose: int = 0, + only: str | None = None, + category: str | None = None +) -> str: + """ + Analyze transactions and generate spending report. + + Args: + config_dir: Path to config directory (default: ./config) + format: Output format - json, markdown, or summary + verbose: Verbosity level (0, 1, or 2) + only: Filter to specific classifications (comma-separated, e.g. "monthly,variable") + category: Filter to specific category + + Returns: + Analysis report in the specified format + """ + try: + from .analyzer import analyze_transactions, export_json, export_markdown, print_summary + + config, all_txns, _ = _load_and_parse(config_dir) + stats = analyze_transactions(all_txns) + + only_filter = only.split(',') if only else None + currency_format = config.get('currency_format', '${amount}') + + if format == 'json': + return export_json(stats, verbose=verbose, only=only_filter, category_filter=category) + elif format == 'markdown': + return export_markdown(stats, verbose=verbose, only=only_filter, category_filter=category) + else: # summary + year = config.get('year', 2025) + return _capture_output(print_summary, stats, year=year, currency_format=currency_format) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def explain_merchant( + merchant: str, + config_dir: str = "./config", + verbose: int = 0 +) -> str: + """ + Explain why a specific merchant is classified the way it is. + + Args: + merchant: Name of the merchant to explain + config_dir: Path to config directory (default: ./config) + verbose: Verbosity level (0=basic, 1=trace, 2=full details) + + Returns: + Explanation of merchant classification with reasoning + """ + try: + from .analyzer import analyze_transactions, build_merchant_json + from difflib import get_close_matches + + _, all_txns, _ = _load_and_parse(config_dir) + stats = analyze_transactions(all_txns) + + # Find merchant across all classifications + all_merchants = {} + for section in ['monthly', 'annual', 'periodic', 'travel', 'one_off', 'variable']: + merchants_dict = stats.get(f'{section}_merchants', {}) + for name, data in merchants_dict.items(): + all_merchants[name] = data + + # Try exact match first + merchant_lower = merchant.lower() + matched_name = None + for name in all_merchants: + if name.lower() == merchant_lower: + matched_name = name + break + + if not matched_name: + # Try fuzzy match + matches = get_close_matches(merchant, list(all_merchants.keys()), n=3, cutoff=0.6) + if matches: + return json.dumps({ + "error": f"No merchant matching '{merchant}'", + "suggestions": matches + }) + else: + return json.dumps({"error": f"No merchant matching '{merchant}'"}) + + data = all_merchants[matched_name] + return json.dumps(build_merchant_json(matched_name, data, verbose), indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def explain_summary( + config_dir: str = "./config", + classification: str | None = None, + category: str | None = None +) -> str: + """ + Get classification summary for all merchants. + + Args: + config_dir: Path to config directory (default: ./config) + classification: Filter to specific classification (monthly, annual, periodic, travel, one_off, variable) + category: Filter to specific category + + Returns: + JSON summary of merchant classifications + """ + try: + from .analyzer import analyze_transactions, build_merchant_json + + _, all_txns, _ = _load_and_parse(config_dir) + stats = analyze_transactions(all_txns) + + sections = ['monthly', 'annual', 'periodic', 'travel', 'one_off', 'variable'] + if classification: + if classification not in sections: + return json.dumps({ + "error": f"Invalid classification: {classification}", + "valid_options": sections + }) + sections = [classification] + + result = {"classifications": {}} + for section in sections: + merchants_dict = stats.get(f'{section}_merchants', {}) + merchants_list = [] + for name, data in merchants_dict.items(): + if category and data.get('category') != category: + continue + merchants_list.append(build_merchant_json(name, data, verbose=0)) + if merchants_list: + result["classifications"][section] = merchants_list + + return json.dumps(result, indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def discover_unknown( + config_dir: str = "./config", + limit: int = 20, + format: str = "json" +) -> str: + """ + Find uncategorized merchants and suggest categorization rules. + + Args: + config_dir: Path to config directory (default: ./config) + limit: Maximum number of unknown merchants to return (default: 20) + format: Output format - json or csv + + Returns: + List of unknown merchants with suggested patterns, sorted by spend + """ + try: + from .analyzer import analyze_transactions + from .merchant_utils import extract_merchant_name + import re + + _, all_txns, _ = _load_and_parse(config_dir) + stats = analyze_transactions(all_txns) + + # Collect unknown merchants from variable category + unknown = [] + for section in ['monthly', 'annual', 'periodic', 'travel', 'one_off', 'variable']: + merchants_dict = stats.get(f'{section}_merchants', {}) + for name, data in merchants_dict.items(): + if data.get('category') == 'Unknown': + # Get sample descriptions + descriptions = data.get('descriptions', []) + sample_desc = descriptions[0] if descriptions else name + + # Generate suggested pattern + clean_name = extract_merchant_name(sample_desc) + pattern = re.escape(clean_name.upper()[:15]) + '.*' + + unknown.append({ + "merchant": name, + "raw_description": sample_desc, + "suggested_pattern": pattern, + "suggested_merchant": clean_name.title(), + "count": data.get('count', 1), + "total_spend": data.get('total', 0) + }) + + # Sort by spend and limit + unknown.sort(key=lambda x: x['total_spend'], reverse=True) + unknown = unknown[:limit] + + if format == 'csv': + lines = ["Pattern,Merchant,Category,Subcategory"] + for item in unknown: + lines.append(f"{item['suggested_pattern']},{item['suggested_merchant']},Unknown,Unknown") + return "\n".join(lines) + else: + return json.dumps({"unknown_merchants": unknown}, indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def inspect_csv( + file_path: str, + rows: int = 5 +) -> str: + """ + Analyze CSV file structure to help build format strings. + + Args: + file_path: Path to the CSV file to inspect + rows: Number of sample rows to show (default: 5) + + Returns: + JSON with headers, sample rows, and suggested format string + """ + try: + import csv + from .analyzer import auto_detect_csv_format + + file_path = os.path.abspath(file_path) + if not os.path.exists(file_path): + return json.dumps({"error": f"File not found: {file_path}"}) + + # Read headers and sample rows + with open(file_path, 'r', encoding='utf-8', errors='replace') as f: + # Try to detect delimiter + sample = f.read(4096) + f.seek(0) + + try: + dialect = csv.Sniffer().sniff(sample) + reader = csv.reader(f, dialect) + except csv.Error: + reader = csv.reader(f) + + all_rows = list(reader) + + if not all_rows: + return json.dumps({"error": "Empty file"}) + + headers = all_rows[0] if all_rows else [] + sample_rows = all_rows[1:rows + 1] if len(all_rows) > 1 else [] + + # Try auto-detection + format_spec = auto_detect_csv_format(file_path) + suggested_format = None + if format_spec: + # Build format string from detected spec + parts = [] + if format_spec.date_column is not None: + parts.append(f"{{date:{format_spec.date_format or '%Y-%m-%d'}}}") + if format_spec.description_column is not None: + parts.append("{description}") + if format_spec.amount_column is not None: + parts.append("{amount}") + suggested_format = ",".join(parts) if parts else None + + result = { + "file": file_path, + "headers": headers, + "sample_rows": sample_rows, + "row_count": len(all_rows) - 1, + } + if suggested_format: + result["suggested_format"] = suggested_format + + return json.dumps(result, indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def diagnose_config( + config_dir: str = "./config", + format: str = "json" +) -> str: + """ + Debug configuration issues - show loaded rules, data sources, and errors. + + Args: + config_dir: Path to config directory (default: ./config) + format: Output format - json or text + + Returns: + Diagnostic information about config, rules, and data sources + """ + try: + from .config_loader import load_config + from .merchant_utils import get_all_rules, diagnose_rules + + config_dir = os.path.abspath(config_dir) + result = { + "config_dir": config_dir, + "exists": os.path.isdir(config_dir), + "settings": None, + "data_sources": [], + "rules": {"user": 0, "baseline": 0, "total": 0}, + "errors": [] + } + + if not result["exists"]: + result["errors"].append(f"Config directory not found: {config_dir}") + return json.dumps(result, indent=2) + + # Check settings file + settings_path = os.path.join(config_dir, 'settings.yaml') + if os.path.exists(settings_path): + try: + config = load_config(config_dir) + result["settings"] = { + "year": config.get('year'), + "currency_format": config.get('currency_format', '${amount}'), + "data_source_count": len(config.get('data_sources', [])) + } + + # Check data sources + for source in config.get('data_sources', []): + filepath = os.path.join(config_dir, '..', source.get('file', '')) + filepath = os.path.normpath(filepath) + result["data_sources"].append({ + "name": source.get('name'), + "file": source.get('file'), + "exists": os.path.exists(filepath), + "type": source.get('_parser_type', source.get('type', 'generic')) + }) + except Exception as e: + result["errors"].append(f"Error loading config: {str(e)}") + else: + result["errors"].append(f"Settings file not found: {settings_path}") + + # Check rules + rules_file = os.path.join(config_dir, 'merchant_categories.csv') + if os.path.exists(rules_file): + rules = get_all_rules(rules_file) + user_rules = sum(1 for r in rules if len(r) >= 6 and r[5] == 'user') + result["rules"] = { + "user": user_rules, + "baseline": len(rules) - user_rules, + "total": len(rules) + } + else: + rules = get_all_rules() + result["rules"] = { + "user": 0, + "baseline": len(rules), + "total": len(rules) + } + + if format == 'text': + lines = [ + f"Config Directory: {result['config_dir']}", + f"Exists: {result['exists']}", + f"Settings: {result['settings']}", + f"Data Sources: {len(result['data_sources'])}", + f"Rules: {result['rules']['user']} user + {result['rules']['baseline']} baseline = {result['rules']['total']} total", + ] + if result['errors']: + lines.append(f"Errors: {', '.join(result['errors'])}") + return "\n".join(lines) + + return json.dumps(result, indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def add_rule( + pattern: str, + merchant: str, + category: str, + subcategory: str, + config_dir: str = "./config" +) -> str: + """ + Add a new merchant categorization rule to merchant_categories.csv. + + Args: + pattern: Regex pattern to match transaction descriptions + merchant: Display name for the merchant + category: Category (e.g., Food, Shopping, Transport) + subcategory: Subcategory (e.g., Grocery, Online, Rideshare) + config_dir: Path to config directory (default: ./config) + + Returns: + Confirmation message or error + """ + try: + import re + import csv + + config_dir = os.path.abspath(config_dir) + if not os.path.isdir(config_dir): + return json.dumps({"error": f"Config directory not found: {config_dir}"}) + + # Validate pattern is valid regex + try: + re.compile(pattern) + except re.error as e: + return json.dumps({"error": f"Invalid regex pattern: {e}"}) + + rules_file = os.path.join(config_dir, 'merchant_categories.csv') + + # Check if file exists and has header + has_header = False + if os.path.exists(rules_file): + with open(rules_file, 'r', encoding='utf-8') as f: + first_line = f.readline().strip() + has_header = first_line.lower().startswith('pattern') + + # Append the new rule + with open(rules_file, 'a', encoding='utf-8', newline='') as f: + writer = csv.writer(f) + if not os.path.exists(rules_file) or os.path.getsize(rules_file) == 0: + # Write header if new file + writer.writerow(['Pattern', 'Merchant', 'Category', 'Subcategory']) + writer.writerow([pattern, merchant, category, subcategory]) + + return json.dumps({ + "success": True, + "message": f"Added rule: {pattern} -> {merchant} ({category}/{subcategory})", + "file": rules_file + }) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def list_rules( + config_dir: str = "./config", + category: str | None = None, + source: str | None = None +) -> str: + """ + List all merchant categorization rules. + + Args: + config_dir: Path to config directory (default: ./config) + category: Filter by category (e.g., "Food", "Shopping") + source: Filter by source ("user" or "baseline") + + Returns: + JSON array of rules with pattern, merchant, category, subcategory, source + """ + try: + from .merchant_utils import get_all_rules + + config_dir = os.path.abspath(config_dir) + rules_file = os.path.join(config_dir, 'merchant_categories.csv') + + if os.path.exists(rules_file): + rules = get_all_rules(rules_file) + else: + rules = get_all_rules() + + result = [] + for rule in rules: + if len(rule) >= 6: + pattern, merchant, cat, subcat, _, rule_source = rule[:6] + else: + pattern, merchant, cat, subcat = rule[:4] + rule_source = "baseline" + + # Apply filters + if category and cat != category: + continue + if source and rule_source != source: + continue + + result.append({ + "pattern": pattern, + "merchant": merchant, + "category": cat, + "subcategory": subcat, + "source": rule_source + }) + + return json.dumps({"rules": result, "count": len(result)}, indent=2) + + except Exception as e: + return json.dumps({"error": str(e)}) + + +@mcp.tool() +def get_version() -> str: + """ + Get tally version information. + + Returns: + Version string and update info + """ + try: + from . import __version__ + version = __version__ + except (ImportError, AttributeError): + version = "unknown" + + return json.dumps({ + "name": "tally", + "version": version, + "description": "LLM-powered spending categorization" + }) + + +def run_server(): + """Run the MCP server in stdio mode.""" + mcp.run() + + +if __name__ == "__main__": + run_server() diff --git a/tests/test_mcp.py b/tests/test_mcp.py new file mode 100644 index 0000000..56700da --- /dev/null +++ b/tests/test_mcp.py @@ -0,0 +1,358 @@ +"""Tests for MCP server tools.""" + +import json +import os +import tempfile + +import pytest + + +class TestMCPTools: + """Tests for MCP server tool functions.""" + + def test_get_version(self): + """Test get_version tool returns version info.""" + from tally.mcp_server import get_version + + result = get_version() + data = json.loads(result) + + assert data["name"] == "tally" + assert "version" in data + assert "description" in data + + def test_inspect_csv(self): + """Test inspect_csv with a sample file.""" + from tally.mcp_server import inspect_csv + + with tempfile.NamedTemporaryFile(mode='w', suffix='.csv', delete=False) as f: + f.write("date,description,amount\n") + f.write("2025-01-15,TEST MERCHANT,10.00\n") + f.write("2025-01-16,ANOTHER TEST,25.50\n") + f.flush() + temp_path = f.name + + try: + result = inspect_csv(temp_path) + data = json.loads(result) + + assert "headers" in data + assert data["headers"] == ["date", "description", "amount"] + assert "sample_rows" in data + assert len(data["sample_rows"]) == 2 + assert data["row_count"] == 2 + finally: + os.unlink(temp_path) + + def test_inspect_csv_missing_file(self): + """Test inspect_csv with missing file returns error.""" + from tally.mcp_server import inspect_csv + + result = inspect_csv("/nonexistent/path/file.csv") + data = json.loads(result) + + assert "error" in data + assert "not found" in data["error"].lower() or "No such file" in data["error"] + + def test_add_rule(self): + """Test add_rule creates valid rule entry.""" + from tally.mcp_server import add_rule + + with tempfile.TemporaryDirectory() as tmpdir: + config_dir = os.path.join(tmpdir, 'config') + os.makedirs(config_dir) + + # Create minimal settings + with open(os.path.join(config_dir, 'settings.yaml'), 'w') as f: + f.write("year: 2025\ndata_sources: []\n") + + result = add_rule( + pattern="TEST.*", + merchant="Test Merchant", + category="Shopping", + subcategory="Online", + config_dir=config_dir + ) + data = json.loads(result) + + assert data.get("success") is True + assert "added" in data.get("message", "").lower() + + # Verify rule was written + rules_file = os.path.join(config_dir, 'merchant_categories.csv') + assert os.path.exists(rules_file) + with open(rules_file) as f: + content = f.read() + assert "TEST.*" in content + assert "Test Merchant" in content + assert "Shopping" in content + + def test_add_rule_invalid_regex(self): + """Test add_rule rejects invalid regex patterns.""" + from tally.mcp_server import add_rule + + with tempfile.TemporaryDirectory() as tmpdir: + config_dir = os.path.join(tmpdir, 'config') + os.makedirs(config_dir) + + with open(os.path.join(config_dir, 'settings.yaml'), 'w') as f: + f.write("year: 2025\ndata_sources: []\n") + + result = add_rule( + pattern="[invalid", # Invalid regex + merchant="Test", + category="Test", + subcategory="Test", + config_dir=config_dir + ) + data = json.loads(result) + + assert "error" in data + assert "regex" in data["error"].lower() + + def test_add_rule_missing_config_dir(self): + """Test add_rule with missing config directory.""" + from tally.mcp_server import add_rule + + result = add_rule( + pattern="TEST.*", + merchant="Test", + category="Test", + subcategory="Test", + config_dir="/nonexistent/path" + ) + data = json.loads(result) + + assert "error" in data + assert "not found" in data["error"].lower() + + def test_run_analysis_missing_config(self): + """Test run_analysis with missing config returns error.""" + from tally.mcp_server import run_analysis + + result = run_analysis(config_dir="/nonexistent/path") + data = json.loads(result) + + assert "error" in data + + def test_explain_merchant_missing_config(self): + """Test explain_merchant with missing config returns error.""" + from tally.mcp_server import explain_merchant + + result = explain_merchant(merchant="Netflix", config_dir="/nonexistent/path") + data = json.loads(result) + + assert "error" in data + + def test_discover_unknown_missing_config(self): + """Test discover_unknown with missing config returns error.""" + from tally.mcp_server import discover_unknown + + result = discover_unknown(config_dir="/nonexistent/path") + data = json.loads(result) + + assert "error" in data + + def test_diagnose_config_missing_dir(self): + """Test diagnose_config with missing directory.""" + from tally.mcp_server import diagnose_config + + result = diagnose_config(config_dir="/nonexistent/path") + data = json.loads(result) + + assert data["exists"] is False + assert len(data["errors"]) > 0 + + def test_diagnose_config_valid(self): + """Test diagnose_config with valid config.""" + from tally.mcp_server import diagnose_config + + with tempfile.TemporaryDirectory() as tmpdir: + config_dir = os.path.join(tmpdir, 'config') + data_dir = os.path.join(tmpdir, 'data') + os.makedirs(config_dir) + os.makedirs(data_dir) + + with open(os.path.join(config_dir, 'settings.yaml'), 'w') as f: + f.write("""year: 2025 +data_sources: + - name: Test + file: data/test.csv + format: "{date:%Y-%m-%d},{description},{amount}" +""") + + with open(os.path.join(data_dir, 'test.csv'), 'w') as f: + f.write("date,description,amount\n") + f.write("2025-01-15,TEST,10.00\n") + + result = diagnose_config(config_dir=config_dir) + data = json.loads(result) + + assert data["exists"] is True + assert data["settings"] is not None + assert data["settings"]["year"] == 2025 + + def test_explain_summary_invalid_classification(self): + """Test explain_summary with invalid classification returns error.""" + from tally.mcp_server import explain_summary + + with tempfile.TemporaryDirectory() as tmpdir: + config_dir = os.path.join(tmpdir, 'config') + data_dir = os.path.join(tmpdir, 'data') + os.makedirs(config_dir) + os.makedirs(data_dir) + + with open(os.path.join(config_dir, 'settings.yaml'), 'w') as f: + f.write("""year: 2025 +data_sources: + - name: Test + file: data/test.csv + format: "{date:%Y-%m-%d},{description},{amount}" +""") + + with open(os.path.join(data_dir, 'test.csv'), 'w') as f: + f.write("date,description,amount\n") + f.write("2025-01-15,TEST,10.00\n") + + result = explain_summary(config_dir=config_dir, classification="invalid") + data = json.loads(result) + + assert "error" in data + assert "invalid classification" in data["error"].lower() + assert "valid_options" in data + + def test_list_rules_baseline(self): + """Test list_rules returns baseline rules.""" + from tally.mcp_server import list_rules + + # Without a config dir, should return baseline rules + result = list_rules(config_dir="/nonexistent") + data = json.loads(result) + + assert "rules" in data + assert "count" in data + assert data["count"] > 0 # Should have baseline rules + # All should be baseline since no user rules file + for rule in data["rules"]: + assert rule["source"] == "baseline" + + def test_list_rules_with_user_rules(self): + """Test list_rules returns user and baseline rules.""" + from tally.mcp_server import list_rules + + with tempfile.TemporaryDirectory() as tmpdir: + config_dir = os.path.join(tmpdir, 'config') + os.makedirs(config_dir) + + # Create user rules file + with open(os.path.join(config_dir, 'merchant_categories.csv'), 'w') as f: + f.write("Pattern,Merchant,Category,Subcategory\n") + f.write("TEST.*,Test Merchant,Shopping,Online\n") + + result = list_rules(config_dir=config_dir) + data = json.loads(result) + + assert "rules" in data + # Should have at least our user rule + user_rules = [r for r in data["rules"] if r["source"] == "user"] + assert len(user_rules) >= 1 + assert user_rules[0]["pattern"] == "TEST.*" + assert user_rules[0]["merchant"] == "Test Merchant" + + def test_list_rules_filter_by_category(self): + """Test list_rules filters by category.""" + from tally.mcp_server import list_rules + + result = list_rules(config_dir="/nonexistent", category="Food") + data = json.loads(result) + + assert "rules" in data + for rule in data["rules"]: + assert rule["category"] == "Food" + + def test_list_rules_filter_by_source(self): + """Test list_rules filters by source.""" + from tally.mcp_server import list_rules + + result = list_rules(config_dir="/nonexistent", source="baseline") + data = json.loads(result) + + assert "rules" in data + for rule in data["rules"]: + assert rule["source"] == "baseline" + + +class TestMCPInit: + """Tests for MCP client setup functions.""" + + def test_get_tally_command(self): + """Test get_tally_command returns valid path.""" + from tally.mcp_init import get_tally_command + + result = get_tally_command() + assert result is not None + assert len(result) > 0 + + def test_detect_mcp_clients(self): + """Test detect_mcp_clients returns a list.""" + from tally.mcp_init import detect_mcp_clients + + result = detect_mcp_clients() + assert isinstance(result, list) + + def test_output_json_config(self, capsys): + """Test output_json_config outputs valid JSON.""" + from tally.mcp_init import output_json_config + + output_json_config() + captured = capsys.readouterr() + + data = json.loads(captured.out) + assert "mcpServers" in data + assert "tally" in data["mcpServers"] + assert "command" in data["mcpServers"]["tally"] + assert "args" in data["mcpServers"]["tally"] + + +class TestMCPCLI: + """Tests for MCP CLI commands.""" + + def test_mcp_help(self): + """Test tally mcp --help works.""" + import subprocess + + result = subprocess.run( + ['uv', 'run', 'tally', 'mcp', '--help'], + capture_output=True, + text=True + ) + assert result.returncode == 0 + assert 'MCP' in result.stdout or 'mcp' in result.stdout.lower() + + def test_mcp_init_help(self): + """Test tally mcp init --help works.""" + import subprocess + + result = subprocess.run( + ['uv', 'run', 'tally', 'mcp', 'init', '--help'], + capture_output=True, + text=True + ) + assert result.returncode == 0 + assert '--client' in result.stdout + assert '--json' in result.stdout + + def test_mcp_init_json(self): + """Test tally mcp init --json outputs valid JSON.""" + import subprocess + + result = subprocess.run( + ['uv', 'run', 'tally', 'mcp', 'init', '--json'], + capture_output=True, + text=True + ) + assert result.returncode == 0 + + data = json.loads(result.stdout) + assert "mcpServers" in data + assert "tally" in data["mcpServers"] diff --git a/uv.lock b/uv.lock index f4eb5a4..f9907e8 100644 --- a/uv.lock +++ 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