MCP Catalog
Browse 149 Model Context Protocol servers · AI & Machine Learning · Apache License 2.0Clear
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18 trust tools for AI agents — verify, score, route, compare, and delegate with confidence.
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Other AI CLIs (Gemini, GPT, Claude, opencode, Ollama) as a council — ban-safe, no API keys.
AI prompt optimization for 58+ platforms across 7 categories with custom platforms
Universal MCP Server with advanced AI memory capabilities and semantic search.
Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client
Inject, parse, and strip [N] citation markers in RAG outputs.
Diagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.
RAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.
Persistent memory for AI assistants with semantic search and knowledge graph relationships.
NVIDIA Elements UI design system and agent tools for AI/ML, robotics, and autonomous vehicles.
MCP server for the Qiskit Code Assistant intelligent code completion
MCP server for qiskit-gym reinforcement learning quantum circuit synthesis
MCP server for IBM Quantum computing services through Qiskit IBM Runtime
MCP server for AI Transpiler IBM Quantum services
MCP server for Qiskit quantum computing with circuit serialization utilities
AI agent security scanner — prompt injection detection, SQL injection, PII isolation, threat intel.
Long-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local option
Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
MCP Server for vmanomaly - VictoriaMetrics anomaly detection
AI safety middleware — detects self-harm and criminal intent in LLM prompts.
Apple-native AI agent execution: 36 MCP tools, 5 prompts, compile, validate, repair, and prove.
Persistent memory for any AI — zero token cost until recall