{"id":"qt4-doc-mcp-server","name":"qt4-doc-mcp-server","homepage":"https://pypi.org/project/qt4-doc-mcp-server/","repo_url":"https://github.com/jztan/qt4-doc-mcp-server.git","category":"devtools","subcategories":[],"tags":["mcp","mcp-server","offline","documentation","qt","search","sqlite","fts5","python","agentic"],"what_it_does":"Provides an offline-only MCP server that serves Qt 4.8.4 documentation from locally staged HTML files. It converts pages to Markdown, normalizes links, stores/caches converted Markdown on disk with an in-memory LRU, and builds a local SQLite FTS5 index for full-text search with BM25 ranking. Exposes two MCP tools: read_documentation and search_documentation, plus a /health HTTP endpoint.","use_cases":["Ask an agent/LMM to read specific Qt 4.8.4 documentation pages from a local mirror","Enable fast semantic-ish discovery via keyword search across Qt 4.8.4 docs","Support IDE/agent workflows using MCP tool calls for documentation retrieval and browsing","Reduce token usage by returning paginated/truncated Markdown segments with content length metadata"],"not_for":["Serving documentation from remote sites at request time (it is offline-only)","Multi-tenant public deployments without network controls (defaults bind to 127.0.0.1)","Use cases needing authenticated user-level access control or audit logging","Replacing a full web crawler or dynamic documentation site"],"best_when":"You have Qt 4.8.4 HTML docs locally available and want an agent to reliably fetch and search documentation offline via MCP tools.","avoid_when":"You need secure remote exposure to untrusted users or fine-grained authorization; also avoid if you cannot stage/warm the local docs/index and accept slower first requests.","alternatives":["Using other offline documentation search tools (e.g., local search indices over HTML/Markdown) with a simple HTTP API","A more general MCP documentation framework if available in your environment","Direct use of Qt documentation sources/web docs (online) if offline constraints are not required","Building your own MCP server around a local docs corpus and search index"],"af_score":63.2,"security_score":30.8,"reliability_score":30.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:46:52.187830+00:00","interface":{"has_rest_api":true,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":"http://127.0.0.1:8000/mcp","has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No authentication/authorization mechanism is described. The server is configured to bind by default to 127.0.0.1."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Open-source package; no pricing model described."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":63.2,"security_score":30.8,"reliability_score":30.0,"mcp_server_quality":78.0,"documentation_accuracy":82.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":10.0,"tls_enforcement":30.0,"auth_strength":10.0,"scope_granularity":0.0,"dependency_hygiene":55.0,"secret_handling":70.0,"security_notes":"Likely no TLS enforcement details are provided; server appears intended for local/offline use with default bind to 127.0.0.1. No auth is documented, so exposing the port beyond localhost is risky for untrusted environments. Uses dotenv for configuration; no explicit secret logging concerns are described, but the README does not provide security hardening guidance. Dependencies are modern but no CVE status or security posture is provided.","uptime_documented":0.0,"version_stability":35.0,"breaking_changes_history":40.0,"error_recovery":45.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"content_info with start_index/max_length; truncation fields described for paginated returns","retry_guidance_documented":false,"known_agent_gotchas":["search_documentation responses include HTML snippets with <b> tags for matched terms—clients/agents may need to strip/handle them","search_documentation requires the SQLite FTS index to be built first (qt4-doc-build-index or PREINDEX_DOCS=true)","read_documentation may return truncated content and relies on start_index/max_length to fetch additional segments"]}}