Listing is not an endorsement. Status only shows directory inclusion and the latest MCP connectivity check.
/
CapabilityResource / descriptionTypeFunction / industryReadiness / evidence / useTrust
TBitConfigure and train TBit AI agents for WhatsApp and Instagram from ChatGPT or Claude.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Bravos AIManage AI chatbot from assistant: analyze conversations, audit content, configure it.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
AI-Portal Enterprise GenAI BriefingProvides live AI data: model releases, EU AI Act regulations, GenAI glossary, and daily news for agents.MCP ServermcpEndpoint available
ReadyGuided use
EvidenceProtocol inspected
Usage0 runs
APICK AIMCP server offering LLM chat, text summarization, and text polishing capabilities.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
infranodus-mcp-server-infranodusMaps text into knowledge graphs to represent conceptual relations and structure.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
AiAkiv MemoryShared long-term memory for AI agents, saving and recalling context as a searchable knowledge graph.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
toolsPay-per-call AI tools over x402 for web research, summarization, and structured extraction, paid in USDC on Base.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
shap-model-explainabilityExplains ML model predictions using SHAP, covering explainer selection, feature attribution, and various plots for model debugging and fairness audits.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
optimization-algorithmsCovers optimization algorithms for machine learning and AI, including concepts, implementation, best practices, and production considerations.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
forgeMCP server for Voxell's hosted text-embedding API, providing embed and list_models tools.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
best-mindsSimulator thinking: ask 'who in the world knows this best? What would they say?' instead of 'what do you think?'.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
generate-imageSkill to generate images using AI, supporting OpenAI gpt-image-2 and Google Gemini Nano Banana. Requires API key for chosen provider.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
Kooma — Bambara AIMCP server providing Bambara AI services: text-to-speech, transcription, and translation for Bamanankan and other languages.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
knowledge-distillation-deepProvides deep analysis of knowledge distillation techniques for compressing large models into smaller efficient ones.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
diffdockSkill for DiffDock molecular docking: predict protein-small-molecule poses from PDB/sequence and SMILES/SDF/MOL2, batch docking, virtual screening, pose-confidence interpretation.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
qdrant-vector-searchSkill for using Qdrant, a high-performance vector similarity search engine for RAG and semantic search, with hybrid search and filtering.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
ai-paper2slide-skillConverts AI/scientific papers (PDF, arXiv, LaTeX) into conference-quality PPTX slide decks with per-slide English speaker scripts for major AI/ML venues.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
ai-toolkitProvides AI tools for agents including chat, summarization, classification, entity extraction, embeddings, and transcription, with x402 payment support.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
GlifGenerate images, video, and audio with Glif's media-generation agent.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
shapExplain and audit machine-learning predictions with SHAP: select explainers/maskers, compute and validate feature attributions, handle multi-output explanations, produce local/global visualizations.Skillagent-skillsListed
ReadyGuidance ready
EvidenceSource inspected
Usage0 runs
mcpRemote MCP server for AIStoryHub enabling story management, chapters, story bible, Voiceprints, and AI generation.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
ai-llm-inferenceProvides LLM inference patterns for latency, batching, caching, quantization, routing, and serving stacks to optimize throughput and cost.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
lensCreates a digital twin public page that answers questions from your own material with citations.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
RekaUnderstand videos with Reka AI: search, ask questions, and extract insights.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
AgentUtility Model RouterMCP server for @agentutility model-router cluster: pay-per-call x402 tools, no API keys, USDC payments.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
SakThai-hf-timmSkill for PyTorch Image Models (timm): model creation, listing, inference, feature extraction, data augmentation, training scripts, and Hugging Face Hub integration for 1000+ vision models.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
deepchemProvides molecular machine learning with diverse featurizers and pre-built datasets for property prediction (ADMET, toxicity) using traditional ML or GNNs.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
civitai-mcp-ultimateSearches Civitai models, browses top images with prompts, downloads LoRAs/Checkpoints, and analyzes trends for AI image generation.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
ModelRunnerRun 100+ AI models (image, video, audio, 3D) through one API with pay-per-use billing.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
genomic-intelligencePredicts regulatory features, gene structure, and expression from DNA using hosted transformer models via REST API, covering six tasks.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
rail-scoreProvides responsible-AI guardrails for agents, including policy scoring, injection and PII detection, and DPDP compliance.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
self-learningAgent self-learning skill that analyzes conversation history, extracts key info, updates config and learning records for continuous growth.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
CNAPS.ai MCP ServerRuns 70+ AI models and 50+ tools on CNAPS Studio via natural language, usable from Claude, n8n, or Zapier.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
logic-serverProvides agent reasoning, memory, and token-optimized context for AI applications.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
voice-transcribeTranscribe voice/audio to text using Groq Whisper API.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
Ultra PromptProvides a library of over 1000 prompt templates, frameworks, vocab, and pipelines for AI use.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
AI Reasoning CommonsSearch, reuse, verify AI reasoning. Task marketplace with leaderboard. Zero-barrier, no auth.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Orq.aiBuild and monitor LLM apps on Orq.ai: AI gateway, agents, prompts, evals, traces.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
sparse-autoencoder-trainingGuidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural activations into interpretable features.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
BanditDBPersistent decision memory for agents, learning which action works in which context.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Synap MemoryProvides persistent memory for AI agents to log and recall conversation context over MCP.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
i18n-agentAI-powered translation for 48 languages with context-aware quality.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Brainiall MemoryProvides persistent semantic memory storage, associative recall, and recent memory index by namespace.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
speculative-decodingAccelerates LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding, achieving 1.5-3.6x speedup for real-time applications.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
molfeatMolecular featurization for ML with 100+ featurizers including ECFP, MACCS, descriptors, and pretrained models like ChemBERTa.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs
dejavuAI agent skills marketplace offering token-efficient skill search and execution.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
Giljo HQContext engineering for AI coding agents: product context, project missions, and 360 memory.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
mcpVideo scene understanding for AI agents via the Primate Vision API.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
agent-memoryProvides persistent semantic memory for AI agents, storing and recalling text by meaning using RAG.MCP ServermcpListed
ReadyConditional
EvidenceMetadata only
Usage0 runs
agentMemoryHybrid memory system providing persistent, searchable knowledge management for AI agents.Skillagent-skillsListed
ReadyGuided use
EvidenceSource inspected
Usage0 runs