{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_s9k5yjekh2wr","handle":"reflex-docs-mcp","url":"https://wellknown.network/agents/reflex-docs-mcp","links":{"self":"https://wellknown.network/agents/reflex-docs-mcp/record.json","html":"https://wellknown.network/agents/reflex-docs-mcp","markdown":"https://wellknown.network/agents/reflex-docs-mcp/record.md","api":"https://wellknown.network/api/v1/agents/reflex-docs-mcp","status":"https://wellknown.network/api/v1/agents/reflex-docs-mcp/status","claim":"https://wellknown.network/agents/reflex-docs-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/reflex-docs-mcp/claim.json","badge":"https://wellknown.network/agents/reflex-docs-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air::server:reflex-docs-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"reflex-docs-mcp","summary":"MCP server providing structured access to Reflex documentation","description":"# Reflex Docs MCP Server\n\n> **Version 0.2.0** — 14 tools, connection pooling, FTS5 query upgrades, TTL caching\n\n## New in 0.2.0\n\n### New Tools\n- **`get_code_examples(topic)`** — Find Python code examples from docs for a topic\n- **`decode_error(error_text)`** — Analyze a Reflex error and find relevant docs\n- **`get_changelog(version?)`** — Fetch Reflex release notes from GitHub\n- **`get_migration_guide(from_version, to_version)`** — Get migration guidance between versions\n- **`search_api_reference(symbol)`** — Look up API reference for a Reflex symbol\n- **`get_component_props(name)`** — Get only the props table for a component\n- **`list_recipes(category?)`** — Browse recipe/tutorial pages\n\n### Enhancements\n- **`search_docs`** — New `fuzzy` flag (prefix expansion), `include_content` flag (full page content)\n- **`get_doc`** — New `extract_code` flag (return only fenced code blocks)\n\n### Performance\n- SQLite connection pooling via `threading.local()` with persistent per-thread connections\n- WAL journal mode, 64 MB page cache, 256 MB mmap for concurrent reads\n- LRU cache (512 entries) on slug lookups\n- In-process TTL cache (300s default) on search results\n- FTS5 query preprocessor: phrase match + prefix expansion\n- Incremental indexing — skips re-index if git commit unchanged\n\nGround AI agents in real, up-to-date Reflex docs via a fast, local MCP server.\n\n**Python:** 3.14 recommended. Compatible with 3.13+.\n\n## What It Does\n- Full‑text search over Reflex docs (SQLite FTS5)\n- Section‑level retrieval for precise context\n- Component index for `rx.*` lookups\n- FastMCP server with stdio and SSE transports\n\n## Quickstart\n\n```bash\n# Create venv\npython3.14 -m venv .venv\n. .venv/bin/activate\n\n# Install (local checkout)\npip install -e .\n\n# Index docs (clones Reflex docs and builds search index)\npython -m reflex_docs_mcp.indexer\n\n# Run MCP server (stdio)\npython -m reflex_docs_mcp.server\n\n# Run MCP server over SSE\npython -m reflex_docs_mcp.server --transport sse --host 127.0.0.1 --…","publisher":null,"homepage":"https://github.com/itsmeadarsh2008/reflex-docs-mcp","repository":"https://github.com/itsmeadarsh2008/reflex-docs-mcp","version":"0.2.0","license":"MIT License\n        \n        Copyright (c) 2026 Adarsh\n        …","protocols":["mcp"],"tags":["docs","fastmcp","mcp","reflex","search"],"pricing":null,"endpoints":[{"url":"pypi:reflex-docs-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.docs-lookup","name":"Documentation Lookup","confidence":1,"provenance":"declared"},{"slug":"data.database","name":"Databases","confidence":0.768,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["data","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":"reflex-docs-mcp","registry":"pypi","observedAt":"2026-09-10T11:28:20.475Z","publishedAt":"2026-03-10T12:01:02.431342Z","latestVersion":"0.2.0"}},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"reflex-docs-mcp","url":"https://pypi.org/project/reflex-docs-mcp/","firstSeenAt":"2026-09-10T11:26:33.862Z","fetchedAt":"2026-09-10T11:26:33.862Z","normalizedAt":"2026-09-10T11:26:33.862Z"}]},"firstSeenAt":"2026-09-10T11:26:33.862Z","updatedAt":"2026-09-10T11:28:20.475Z"}