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Paste its GitHub repo and we list it after a quick review.
Provides AI agents with precise, version-specific access to the official Python standard library documentation via a local indexed search.
$claude mcp add python-docs-mcp-server -- uvx python-docs-mcp-server
Provides static analysis for Python projects to trace call paths, control flow, and change impact for coding agents.
$claude mcp add codecanvas -- uvx codecanvas-mcp
Packages relevant codebase files into a ZIP for AI chats and applies the AI's code changes back to your project using a three-way merge.
Converts database schemas and ORM models bidirectionally across 11 different formats including SQL, Prisma, Django, and SQLAlchemy.
Enables AI coding assistants to manage Home Assistant automations, entities, dashboards, and helpers through a secure, propose-and-confirm workflow.
Optimizes AI coding agent workflows by converting raw development logs into compact, deterministic Markdown and JSON reports to save tokens.
Turns local AI coding agent sessions into an interactive knowledge graph and searchable second brain using GraphRAG and MCP.
Detects configuration drift across environments by comparing YAML, JSON, TOML, and .env files to prevent production incidents.
Detects breaking OpenAPI schema changes and generates migration guides to prevent API contract violations in CI/CD pipelines.
Detects and removes unused exports, dead routes, orphaned CSS, and unreferenced components in TypeScript, React, Next.js, and Python projects.
Converts JSON files and datasets into SQL INSERT statements for PostgreSQL, MySQL, and SQLite.
Provides local-first persistent memory and 26 specialist agents to help AI coding assistants recall decisions, incidents, and project conventions.
Wrap any Click or Typer CLI as an MCP server for AI agent integration
Your AI-powered coding companion for Claude Desktop. MCP server with 23+ dev tools for file operations, git integration, code analysis, and more. Works with any project on your system.
Convert between CSV, JSON, YAML, Parquet, Avro, and Protobuf data formats
Sync, rotate, and manage .env files across environments securely
Preview infrastructure cost and configuration changes before deploying
