📡 MCP Radar

MCP servers for model-sharding

10 Model Context Protocol servers tagged model-sharding, ranked by stars. Updated daily. Browse all servers →

alphaparkinc/genpark-speculative-decoding-draft-acceptance-evaluator-skill

GenPark AI Agent Skill - Rejection sampling and logit verification engine for speculative decoding acceleration.

⭐ 8Python
Alpha-Park/genpark-paged-attention-kv-cache-block-allocator-skill

GenPark AI Agent Skill - Simulates vLLM PagedAttention non-contiguous virtual memory block table allocation for dynamic KV-cache management.

⭐ 8Python
alphaparkinc/genpark-multi-gpu-tensor-parallel-sharding-planner-skill

GenPark AI Agent Skill - Calculates tensor parallelism column and row weight matrix partition splits across distributed GPU clusters.

⭐ 8Python
Alpha-Park/genpark-speculative-decoding-draft-acceptance-evaluator-skill

GenPark AI Agent Skill - Rejection sampling and logit verification engine for speculative decoding acceleration.

⭐ 8Python
alphaparkinc/genpark-gguf-tensor-metadata-header-validator-skill

GenPark AI Agent Skill - Validates GGUF/GGML model binary headers, tensor alignment, KV-cache parameters and architecture keys.

⭐ 8Python
Alpha-Park/genpark-weight-quantization-kquants-block-packer-skill

GenPark AI Agent Skill - Simulates k-quants block compression (Q4_K_M, Q8_0) packing FP16 weights into quantized blocks with scale factors.

⭐ 8Python
Alpha-Park/genpark-multi-gpu-tensor-parallel-sharding-planner-skill

GenPark AI Agent Skill - Calculates tensor parallelism column and row weight matrix partition splits across distributed GPU clusters.

⭐ 8Python
alphaparkinc/genpark-weight-quantization-kquants-block-packer-skill

GenPark AI Agent Skill - Simulates k-quants block compression (Q4_K_M, Q8_0) packing FP16 weights into quantized blocks with scale factors.

⭐ 8Python
alphaparkinc/genpark-paged-attention-kv-cache-block-allocator-skill

GenPark AI Agent Skill - Simulates vLLM PagedAttention non-contiguous virtual memory block table allocation for dynamic KV-cache management.

⭐ 8Python
Alpha-Park/genpark-gguf-tensor-metadata-header-validator-skill

GenPark AI Agent Skill - Validates GGUF/GGML model binary headers, tensor alignment, KV-cache parameters and architecture keys.

⭐ 8Python

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