{"id":"anthonyhann-mcp-prompt-server-go","name":"mcp-prompt-server-go","homepage":null,"repo_url":"https://github.com/anthonyhann/mcp-prompt-server-go","category":"ai-ml","subcategories":[],"tags":["mcp","prompt-server","stdio","go","json-rpc","tooling","hot-reload","templates"],"what_it_does":"A Go-based MCP (Model Context Protocol) server that runs over stdio and exposes a set of prompt templates as MCP “tools”, including prompt management utilities (e.g., list available prompts, reload prompt definitions) with hot-reload from a local prompts directory.","use_cases":["Local agent/tooling integration to discover and call prompt templates via MCP (tools/call).","Building higher-level agent workflows for content generation, summarization, and code assistance using parameterized prompt templates.","Development/debugging of prompt sets with live reload and tool discovery (get_prompt_names).","Automated generation of structured artifacts (e.g., PRDs, HTML snippets, code review/refactor suggestions) from templates."],"not_for":["Production-grade remote multi-tenant deployments requiring network endpoints, webhooks, or managed authentication/authorization.","Use cases needing first-class REST/GraphQL/SDK integrations, or strict enterprise compliance features documented by the project.","Use cases requiring documented rate limiting and usage guarantees across concurrent clients."],"best_when":"Used as a local stdio MCP server by MCP-capable clients (e.g., Cursor/Windsurf/Raycast) to quickly integrate prompt templates as tools.","avoid_when":"Avoid where you need robust, documented transport-layer security controls beyond stdio, or where you require strict operational guarantees (SLA, documented recovery/retry/idempotency semantics).","alternatives":["Official MCP client integrations with other MCP prompt servers (Node.js implementations)","Custom MCP server implementations (Go/TS) with tailored tool catalogs and security controls","Using static prompt files directly in your agent code (no MCP tool server)"],"af_score":64.5,"security_score":25.8,"reliability_score":26.2,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-04-04T19:51:25.876699+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 documented (stdio server assumed local)"],"oauth":false,"scopes":false,"notes":"No authentication mechanism is documented in the provided README. Integration appears intended for local usage via stdio."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"Repository README does not describe any pricing; as an open-source server it is presumably self-hosted."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":64.5,"security_score":25.8,"reliability_score":26.2,"mcp_server_quality":78.0,"documentation_accuracy":70.0,"error_message_quality":null,"error_message_notes":"README claims完善的错误处理/日志记录并在格式错误的prompt文件上“自动跳过”，但 it does not provide concrete error codes or example MCP error payloads.","auth_complexity":100.0,"rate_limit_clarity":10.0,"tls_enforcement":20.0,"auth_strength":20.0,"scope_granularity":0.0,"dependency_hygiene":45.0,"secret_handling":50.0,"security_notes":"Transport is stdio (local) rather than TLS/network; TLS enforcement is not applicable but remote exposure is not documented. No authentication/authorization or scope model is described. Secrets handling practices are not documented in the README. Dependency hygiene cannot be verified from provided content; score is based on lack of evidence rather than actual dependency scan results.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":55.0,"idempotency_support":"false","idempotency_notes":"No idempotency semantics are documented for tools/call. Some management operations (e.g., reload_prompts) are potentially non-idempotent depending on implementation, but not specified.","pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["No documented auth/rate limit semantics; agents should avoid assuming network-accessible or multi-tenant behavior.","Hot-reload may cause tool catalog changes during long-running sessions; agents should refresh tool discovery (e.g., get_prompt_names) if behavior changes are observed.","No documented structured error codes or retry guidance for MCP tool calls; agents should handle generic JSON-RPC/MCP failures robustly."]}}