{"id":"mettamatt-code-reasoning","name":"code-reasoning","homepage":null,"repo_url":"https://github.com/mettamatt/code-reasoning","category":"ai-ml","subcategories":[],"tags":["mcp","model-context-protocol","code-assistant","reasoning","prompts","typescript","claude-desktop","developer-tools"],"what_it_does":"@mettamatt/code-reasoning is a local Model Context Protocol (MCP) server (TypeScript) meant to help coding-focused assistants perform structured, step-by-step “sequential thinking” for complex programming tasks. It also provides ready-to-use prompt templates/commands for MCP clients such as Claude Desktop and related tools.","use_cases":["Assisting with complex software design and debugging using structured step-by-step reasoning","Guiding code analysis/refactoring by breaking work into multiple reasoning steps","Providing templated prompts for common development tasks via MCP client UI/commands","Interactive coding support workflows in Claude Desktop / MCP-capable clients"],"not_for":["Using as a general-purpose agent for non-coding domains","A production hosted API service requiring centralized auth/rate limiting","Any workflow requiring strong guarantees about prompt safety beyond stated “thought step” loop prevention"],"best_when":"You want an MCP tool that improves coding reasoning flow in a desktop/client environment and you can run/install the server locally (e.g., via npx).","avoid_when":"You need a networked, authenticated REST/GraphQL service, or you require well-specified operational SLOs, SLAs, and rate-limit contracts from the provider.","alternatives":["Any MCP server that provides structured reasoning templates for coding (similar “reasoning” MCP tools)","General code-assistant frameworks or local LLM toolchains with custom prompting","Sequential/thought-structured prompting approaches implemented directly in your own MCP/tool wrapper"],"af_score":57.5,"security_score":33.0,"reliability_score":28.8,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:35:21.752735+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":["None described (runs locally via npx)."],"oauth":false,"scopes":false,"notes":"README describes local MCP server configuration and CLI flags only; no authentication mechanism is documented."},"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 supplied content."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":57.5,"security_score":33.0,"reliability_score":28.8,"mcp_server_quality":78.0,"documentation_accuracy":65.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":95.0,"rate_limit_clarity":10.0,"tls_enforcement":50.0,"auth_strength":10.0,"scope_granularity":5.0,"dependency_hygiene":50.0,"secret_handling":60.0,"security_notes":"The tool appears to be a local MCP server launched by the user (via npx) with no documented auth. Security depends largely on the MCP client/model environment and local execution. README mentions a debug mode and a safety limit of 20 thought steps, but does not describe data handling, logging redaction, or threat model details.","uptime_documented":0.0,"version_stability":55.0,"breaking_changes_history":30.0,"error_recovery":30.0,"idempotency_support":"false","idempotency_notes":"No explicit discussion of idempotency semantics for MCP operations.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["MCP server behavior may depend on the MCP client’s integration (Claude Desktop / VS Code).","No explicit guidance on retry/error handling semantics for tool calls is provided in the supplied README content."]}}