docsgrep
A high-performance MCP server for intelligent documentation search, proactive bug detection, and semantic analysis of codebases.
README
docsgrep
docsgrep is a high-performance Model Context Protocol (MCP) Server that empowers developers and AI agents to master complex codebases through intelligent documentation search, proactive bug detection, and semantic analysis.
🚀 The Vision
Modern codebases are massive, but documentation is often fragmented or stale. docsgrep is the bridge. It doesn't just search text; it understands project structure, import relationships, and implementation truth.
🛠️ Professional Tool Suite (24 Tools)
1. Intelligence & Search 🧠
| Tool | Description |
|---|---|
semantic_search |
Semantic Search: Understands natural language queries to find docs. |
search_docs |
Contextual Grep: Search with relevance ranking and contextLines. |
find_related |
Topic Discovery: Finds docs matching specific themes or concepts. |
summarize_doc |
Auto-Summary: Summarizes long docs into digestible bites. |
2. Implementation Integrity ✅
| Tool | Description |
|---|---|
verify_docs |
Signature Validation: Checks if documented functions match the code. |
measure_coverage |
Docblock Coverage: Measures how much of the code is documented. |
catch_bugs |
Bug Catcher: Finds logic flaws with smart noise reduction. |
check_delta |
Delta Analysis: Compares documentation claims against reality. |
check_stale |
Staleness Detection: Identifies docs that are outdated or out of sync. |
3. Context & Surroundings 🧭
| Tool | Description |
|---|---|
get_context |
Radar: Finds docs based on imports and file proximity. |
check_artefacts |
Git-Aware: Prioritizes doc updates based on recent code commits. |
detect_stack |
Stack Analysis: Identifies the project's tech stack and lock files. |
check_style |
Style Sniffer: Detects coding conventions and implicit patterns. |
4. Code Quality & Security 🛡️
| Tool | Description |
|---|---|
analyze_code |
Enterprise Audit: Comprehensive quality and documentation scoring. |
audit_security |
Security Guard: OWASP Top 10, Secrets, PII, and Dependency scans. |
lint_interactive / security_interactive |
Interactive Prompts: Targeted auditing via guided selection. |
5. Workspace & Utilities 🏕️
| Tool | Description |
|---|---|
init_workspace |
Initializes a secure workspace for temp files and reports. |
clone_repo |
Clones remote repos with smart caching and branch support. |
read_file |
Reads files with binary protection and large-file streaming. |
show_help |
Self-documenting help system with examples and pro-tips. |
💎 Key Feature Highlights
🐛 Smart Bug Detection (catch_bugs)
Engineered for accuracy. It doesn't just flag patterns; it understands context.
- Try-Catch Awareness: Doesn't complain about
awaitif you've handled it. - Test-File Logic: Lowers severity for issues in test files to keep focus on production.
✅ Signature Validation (verify_docs)
Documentation rot is a thing of the past.
- Arity Check: Validates that documented functions have the correct number of parameters.
- Existence Check: Ensures every documented symbol actually exists in the code.
🧭 Autonomous Radar (get_context)
The perfect companion for AI Agents.
- Dependency Tracking: Reads your
importstatements to suggest relevant docs. - Hierarchical Context: Understands README importance and directory relationships.
🎯 Surgical Scope Control
All scanning tools now support advanced filtering:
includePath: Target specific modules or files (e.g.,["src/auth/**"]).excludePath: Skip irrelevant noise, merged with your project's.gitignore.- Recursive Globbing: Full support for standard glob patterns.
💻 Hybrid Mode (MCP + CLI)
docsgrep is both an automated MCP server and a manual developer tool.
- Human-Readable Output: Beautifully formatted terminal reports by default.
- Easy Integration: Run audits directly via npm scripts or
npx.
📦 Installation
Add docsgrep to your MCP client (e.g., Claude Desktop, Cursor):
{
"mcpServers": {
"docsgrep": {
"command": "npx",
"args": ["-y", "docsgrep"]
}
}
}
💻 Manual CLI Mode
Beyond MCP, you can run docsgrep manually in your terminal. This is perfect for local audits before committing code.
Usage
npx docsgrep run <tool_name> [--param value]
Examples
# Run a code quality audit on the current directory
npx docsgrep run analyze_code
# Run a security scan and output as JSON
npx docsgrep run audit_security --format json
# Search for a pattern in documentation
npx docsgrep run search_docs --pattern "authentication" --contextLines 2
Pre-configured npm Scripts
If installed locally, you can use these shortcuts:
npm run lint: Quality audit.npm run audit: Security audit.npm run bugs: Bug detection.npm run docs:check: Documentation coverage.
🛠️ Developer Setup
# Clone the repository
git clone https://github.com/reasvyn/docsgrep.git
cd docsgrep
# Install and Build
npm install
npm run build
# Run Tests (Strict TS & ESM)
npm test
npm run test:coverage
🔒 Security
- Safe Pathing: All file operations are resolved against strict base paths.
- Credential Protection: PII and Secrets are detected but never leaked or logged.
- Resource Limiting: Built-in concurrency limiter prevents system saturation.
📜 License
MIT License. See LICENSE for details.
Built with ❤️ for the AI-Native Engineering Era. 🚀
推荐服务器
Baidu Map
百度地图核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的地图服务商。
Playwright MCP Server
一个模型上下文协议服务器,它使大型语言模型能够通过结构化的可访问性快照与网页进行交互,而无需视觉模型或屏幕截图。
Magic Component Platform (MCP)
一个由人工智能驱动的工具,可以从自然语言描述生成现代化的用户界面组件,并与流行的集成开发环境(IDE)集成,从而简化用户界面开发流程。
Audiense Insights MCP Server
通过模型上下文协议启用与 Audiense Insights 账户的交互,从而促进营销洞察和受众数据的提取和分析,包括人口统计信息、行为和影响者互动。
VeyraX
一个单一的 MCP 工具,连接你所有喜爱的工具:Gmail、日历以及其他 40 多个工具。
graphlit-mcp-server
模型上下文协议 (MCP) 服务器实现了 MCP 客户端与 Graphlit 服务之间的集成。 除了网络爬取之外,还可以将任何内容(从 Slack 到 Gmail 再到播客订阅源)导入到 Graphlit 项目中,然后从 MCP 客户端检索相关内容。
Kagi MCP Server
一个 MCP 服务器,集成了 Kagi 搜索功能和 Claude AI,使 Claude 能够在回答需要最新信息的问题时执行实时网络搜索。
e2b-mcp-server
使用 MCP 通过 e2b 运行代码。
Neon MCP Server
用于与 Neon 管理 API 和数据库交互的 MCP 服务器
Exa MCP Server
模型上下文协议(MCP)服务器允许像 Claude 这样的 AI 助手使用 Exa AI 搜索 API 进行网络搜索。这种设置允许 AI 模型以安全和受控的方式获取实时的网络信息。