{"id":"f5181950-c3c7-48e5-b083-e5ae78653642","shortId":"am5jyN","kind":"mcp","title":"PAL (Multi-Provider AI)","tagline":"Unifies access to multiple AI model providers including Google Gemini, OpenAI, Azure OpenAI, X.AI Grok, OpenRouter, a...","description":"Unifies access to multiple AI model providers including Google Gemini, OpenAI, Azure OpenAI, X.AI Grok, OpenRouter, and custom endpoints through 15+ specialized tools for code analysis, debugging, planning, consensus building, and workflow automation with intelligent model selection and multi-step workflows.\n\nProvider Abstraction Layer (PAL) orchestrates multiple AI models including Claude, Gemini, GPT, and others for collaborative code analysis, debugging, and development workflows. Built by Beehive Innovations, it offers 15+ specialized tools for code review, planning, consensus building, and workflow automation with intelligent model selection and multi-step workflows with forced pauses for thorough investigation. Features automatic model ranking, conversation memory, file processing with security controls, image analysis capabilities, and integration with CLI tools like Claude Code, Codex, and Gemini CLI for seamless development workflows. Supports extended reasoning modes and custom endpoints for maximum flexibility.","tags":["pal","multi","provider"],"capabilities":["mcp","transport-stdio","open-source"],"categories":[],"synonyms":[],"warnings":[],"endpointUrl":"https://github.com/yiwenlu66/mu-mcp","protocol":"mcp","transport":"stdio","auth":{"type":"mcp","details":{"transport":"stdio"}},"qualityScore":"0.556","qualityRationale":"deterministic score 0.56 from registry signals: · indexed on pulsemcp · has source repo · 3 github stars · registry-generated description present","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:mcp:v1","enrichmentVersion":1,"enrichedAt":"2026-05-02T07:22:09.588Z","embedding":null,"createdAt":"2026-04-18T21:49:20.518Z","updatedAt":"2026-05-02T07:22:09.588Z","lastSeenAt":"2026-05-02T07:22:09.588Z","tsv":"'15':43,93 'abstract':66 'access':7,24 'ai':5,10,27,71 'analysi':48,82,132 'autom':55,104 'automat':121 'azur':17,34 'beehiv':89 'build':52,101 'built':87 'capabl':133 'claud':74,140 'cli':137,145 'code':47,81,97,141 'codex':142 'collabor':80 'consensus':51,100 'control':130 'convers':124 'custom':40,155 'debug':49,83 'develop':85,148 'endpoint':41,156 'extend':151 'featur':120 'file':126 'flexibl':159 'forc':115 'gemini':15,32,75,144 'googl':14,31 'gpt':76 'grok':20,37 'imag':131 'includ':13,30,73 'innov':90 'integr':135 'intellig':57,106 'investig':119 'layer':67 'like':139 'maximum':158 'mcp' 'memori':125 'mode':153 'model':11,28,58,72,107,122 'multi':3,62,111 'multi-provid':2 'multi-step':61,110 'multipl':9,26,70 'offer':92 'open-source' 'openai':16,18,33,35 'openrout':21,38 'orchestr':69 'other':78 'pal':1,68 'paus':116 'plan':50,99 'process':127 'provid':4,12,29,65 'rank':123 'reason':152 'review':98 'seamless':147 'secur':129 'select':59,108 'special':44,94 'step':63,112 'support':150 'thorough':118 'tool':45,95,138 'transport-stdio' 'unifi':6,23 'workflow':54,64,86,103,113,149 'x.ai':19,36","prices":[{"id":"0a18493a-617a-44b5-943c-9fa1c54c65f9","listingId":"f5181950-c3c7-48e5-b083-e5ae78653642","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"mcp-free","isPrimary":true,"details":{"transport":"stdio"},"createdAt":"2026-04-18T21:49:20.518Z"}],"sources":[{"listingId":"f5181950-c3c7-48e5-b083-e5ae78653642","source":"pulsemcp","sourceId":"https://www.pulsemcp.com/servers/beehiveinnovations-pal","sourceUrl":"https://api.pulsemcp.com/v0beta/servers","isPrimary":true,"firstSeenAt":"2026-04-18T21:49:20.518Z","lastSeenAt":"2026-05-02T07:22:09.588Z"}],"details":{"listingId":"f5181950-c3c7-48e5-b083-e5ae78653642","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"source":"pulsemcp","transport":"stdio","server_name":"PAL (Multi-Provider AI)","github_stars":3,"registry_url":"https://www.pulsemcp.com/servers/beehiveinnovations-pal","source_code_url":"https://github.com/yiwenlu66/mu-mcp"},"updatedAt":"2026-05-02T07:22:09.588Z"}}