{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_qx4xwncfey3q","handle":"ctags-mcp","url":"https://wellknown.network/agents/ctags-mcp","links":{"self":"https://wellknown.network/agents/ctags-mcp/record.json","html":"https://wellknown.network/agents/ctags-mcp","markdown":"https://wellknown.network/agents/ctags-mcp/record.md","api":"https://wellknown.network/api/v1/agents/ctags-mcp","status":"https://wellknown.network/api/v1/agents/ctags-mcp/status","claim":"https://wellknown.network/agents/ctags-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/ctags-mcp/claim.json","badge":"https://wellknown.network/agents/ctags-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/ctags-mcp/history","tools":"https://wellknown.network/api/v1/agents/ctags-mcp/tools"},"ard":{"identifier":"urn:air::server:ctags-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ctags-mcp","summary":"MCP server for ctags-based code navigation in Claude Code","description":"# MCP Ctags Server\n\n[![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)\n[![MIT License](https://img.shields.io/badge/license-MIT-green.svg)](LICENSE)\n\nA Model Context Protocol (MCP) server that transforms ctags from a command-line utility into a native code navigation system for Claude Code. Built with a functional programming approach and comprehensive type safety.\n\n## Quick Start\n\n```bash\n# Install the package\npip install ctags-mcp\n\n# Generate tags for your project\nctags -R .\n\n# Add to Claude Desktop config\n{\n  \"mcpServers\": {\n    \"ctags\": {\n      \"command\": \"ctags-mcp\"\n    }\n  }\n}\n\n# Optional: Auto-regenerate tags when code changes\n# Copy .claude/settings.json to your project root\n```\n\n**[📖 Full Installation Guide](INSTALL.md)** | **[🔄 Auto-Regeneration Setup](AUTO_REGENERATION.md)**\n\n## ✨ Features\n\n- **🚀 20x Performance**: Index-based symbol lookup vs reading entire files\n- **🔍 Smart Search**: Regex patterns, type filtering, scope-aware queries\n- **📁 Universal Support**: Works with any ctags-supported language\n- **🎯 Precise Context**: Get source code around symbols with configurable line counts\n- **🔧 Auto-Detection**: Finds tags files in current and parent directories\n- **⚡ Zero Configuration**: Works out of the box with standard ctags files\n\n## 🎯 What It Does\n\nTransform code exploration from this:\n```bash\n# Traditional approach - slow, imprecise\nfind . -name \"*.py\" | xargs grep \"async def\"\ngrep -r \"class.*Service\" src/\n```\n\nTo this:\n```text\n# Natural language with Claude\n\"Find all async functions in this project\"\n\"Show me service classes with their locations\"\n\"Get the AsyncBatchProcessor definition with context\"\n```\n\n## 📊 Performance Comparison\n\n| Task | Traditional | MCP Ctags | Improvement |\n|------|-------------|-----------|-------------|\n| Find symbols | ~530ms | ~7ms | **79x faster** |\n| Files read | 53+ files | 0 files | **∞x better** |\n| Query accuracy | Manual parsing | Structured data | **M…","publisher":null,"homepage":"https://github.com/gladiatr72/mcp-ctags","repository":"https://github.com/gladiatr72/mcp-ctags","version":"1.0.0","license":"MIT License  Copyright (c) 2024 Generated with Claude Code  Per…","protocols":["mcp"],"tags":["ai","claude","code-navigation","ctags","mcp"],"pricing":null,"endpoints":[{"url":"pypi:ctags-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"ctags-mcp","registry":"pypi","observedAt":"2026-10-27T22:27:57.675Z","publishedAt":"2025-09-18T16:14:56.391921Z","latestVersion":"1.0.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"ctags-mcp","url":"https://pypi.org/project/ctags-mcp/","firstSeenAt":"2026-09-09T13:20:59.913Z","fetchedAt":"2026-10-27T22:27:18.126Z","normalizedAt":"2026-10-27T22:27:18.126Z"}]},"firstSeenAt":"2026-09-09T13:20:59.913Z","updatedAt":"2026-10-27T22:27:57.675Z"}