{"id":"stockchart-mcp-server","name":"stockchart-mcp-server","homepage":"https://pypi.org/project/stockchart-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","finance","stocks","market-data","charts","ai-agents"],"what_it_does":"MCP server package that (per its name) exposes stock chart / market data charting capabilities to AI agents via the Model Context Protocol, likely providing tools such as fetching price/time-series data and returning chart-ready responses.","use_cases":["Agent-driven retrieval of stock/market time-series data","Generating chart-ready outputs for dashboards or reports","Automating exploratory analysis workflows with an LLM (e.g., fetch data then summarize trends)"],"not_for":["Latency-sensitive trading execution","Offline/backtesting that requires full market data governance","Use as a primary market data source without validating data licensing and quality"],"best_when":"You want an LLM agent to call a dedicated MCP tool to obtain stock chart data or chart artifacts as part of a workflow.","avoid_when":"You need strong enterprise guarantees for data provenance, compliance, or strict uptime/SLAs not indicated by the repository metadata provided.","alternatives":["Using a dedicated market data API (e.g., broker/data vendor) plus a custom MCP wrapper","Direct SDK/API calls from your agent runtime (without MCP)","Community/community-provided MCP servers for finance/market data (if available and verified)"],"af_score":35.8,"security_score":40.5,"reliability_score":21.2,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:43:31.894781+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":true,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"Authentication/authorization requirements are not provided in the prompt content; MCP servers often rely on host-side configuration (env vars/headers), but no verifiable details are available here."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"No pricing information was provided in the prompt content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":35.8,"security_score":40.5,"reliability_score":21.2,"mcp_server_quality":45.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":40.0,"rate_limit_clarity":10.0,"tls_enforcement":60.0,"auth_strength":35.0,"scope_granularity":20.0,"dependency_hygiene":45.0,"secret_handling":45.0,"security_notes":"No repository-specific security details were provided. Scores assume typical MCP server deployments may use TLS and environment-variable configuration, but lack of explicit guidance prevents higher confidence.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":30.0,"error_recovery":25.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["Stock/market-data APIs may have rate limits and inconsistent field availability; agents should be prepared for missing/partial data.","If the MCP tools are thin wrappers over external providers, failures may surface as generic tool errors rather than structured error codes.","Chart outputs may be non-uniform across tickers/time ranges unless schemas are well-defined."]}}