{"id":"tcinvest-mcp-server","name":"tcinvest-mcp-server","homepage":"https://pypi.org/project/tcinvest-mcp-server/","repo_url":null,"category":"ai-ml","subcategories":[],"tags":["mcp","ai-agents","tooling","integration","tcinvest"],"what_it_does":"An MCP server package intended to expose capabilities related to “tcinvest” to AI agents via the Model Context Protocol. (Specific tools, endpoints, and behavior were not provided in the prompt, so evaluation is based on name/assumed MCP nature rather than concrete README/manifest details.)","use_cases":["Connect an MCP-capable agent to tc-invest-related functionality/tools","Enable retrieval/operations over tc-invest data/systems through MCP tool calls","Automate workflows where an agent needs consistent tool invocation via MCP"],"not_for":["Production-critical integrations where you require verified tool contracts, auth and error semantics from documentation","Use as a general-purpose financial data API without confirming supported operations and data boundaries"],"best_when":"You need agent-tool interoperability via MCP and you will confirm the server’s available tools and connection details from the repository documentation.","avoid_when":"You cannot verify authentication, network access patterns, or tool input/output schemas from the package documentation before deploying.","alternatives":["A dedicated REST/GraphQL API with OpenAPI spec and SDKs","A database-backed retrieval layer with explicit schemas and access controls","A different MCP server with clearly documented tool schemas and auth requirements"],"af_score":41.5,"security_score":43.2,"reliability_score":20.0,"package_type":"mcp_server","discovery_source":["pypi"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T21:42:44.954303+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":"No authentication details were provided in the prompt. MCP servers often run without end-user auth (internal deployment), but this must be confirmed in the repository documentation/config."},"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; MCP server packages are typically self-hosted with infrastructure costs."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":41.5,"security_score":43.2,"reliability_score":20.0,"mcp_server_quality":55.0,"documentation_accuracy":35.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":60.0,"rate_limit_clarity":20.0,"tls_enforcement":60.0,"auth_strength":35.0,"scope_granularity":25.0,"dependency_hygiene":50.0,"secret_handling":50.0,"security_notes":"No repository/manifest details were provided. As a self-hosted MCP server, security depends heavily on TLS/network exposure, credential management (API keys/secrets), and least-privilege access to downstream tc-invest systems. Confirm how the server handles secrets (env/config vs logs), whether it enforces HTTPS, and whether it implements any auth/authorization for tool calls.","uptime_documented":0.0,"version_stability":40.0,"breaking_changes_history":0.0,"error_recovery":40.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP tool input schemas and parameter constraints may be undocumented/insufficient, causing agent retries or tool failures","If the MCP server proxies external APIs, rate limits and transient errors may surface without clear guidance","Without documented idempotency semantics, agents may inadvertently repeat non-idempotent operations on retry"]}}