reflex-docs-mcp

# Reflex Docs MCP Server > **Version 0.2.0** — 14 tools, connection pooling, FTS5 query upgrades, TTL caching ## New in 0.2.0 ### New Tools - **`get_code_examples(topic)`** — Find Python code examples from docs for a topic - **`decode_error(error_text)`** — Analyze a Reflex error and find relevant docs - **`get_changelog(version?)`** — Fetch Reflex release notes from GitHub - **`get_migration_guide(from_version, to_version)`** — Get migration guidance between versions - **`search_api_reference(symbol)`** — Look up API reference for a Reflex symbol - **`get_component_props(name)`** — Get only the props table for a component - **`list_recipes(category?)`** — Browse recipe/tutorial pages ### Enhancements - **`search_docs`** — New `fuzzy` flag (prefix expansion), `include_content` flag (full page content) - **`get_doc`** — New `extract_code` flag (return only fenced code blocks) ### Performance - SQLite connection pooling via `threading.local()` with persistent per-thread connections - WAL journal mode, 64 MB page cache, 256 MB mmap for concurrent reads - LRU cache (512 entries) on slug lookups - In-process TTL cache (300s default) on search results - FTS5 query preprocessor: phrase match + prefix expansion - Incremental indexing — skips re-index if git commit unchanged Ground AI agents in real, up-to-date Reflex docs via a fast, local MCP server. **Python:** 3.14 recommended. Compatible with 3.13+. ## What It Does - Full‑text search over Reflex docs (SQLite FTS5) - Section‑level retrieval for precise context - Component index for `rx.*` lookups - FastMCP server with stdio and SSE transports ## Quickstart ```bash # Create venv python3.14 -m venv .venv . .venv/bin/activate # Install (local checkout) pip install -e . # Index docs (clones Reflex docs and builds search index) python -m reflex_docs_mcp.indexer # Run MCP server (stdio) python -m reflex_docs_mcp.server # Run MCP server over SSE python -m reflex_docs_mcp.server --transport sse --host 127.0.0.1 --…