AI & Machine Learning
Integration with AI and machine learning services, model management platforms, and MLOps tools. Enables access to inference APIs, model training, embeddings generation, image generation, and other AI/ML capabilities.
MCP ServersBrowse all →
- AlicenseBqualityAmaintenanceAgentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.Last updated463Apache 2.0

AletaIndex Narrativeofficial
AlicenseAqualityAmaintenanceReal-time financial narrative tracking for AI agents — clustering news into structured narratives, measuring sentiment momentum, and mapping portfolio risk across 109 US equities.Last updated2621MIT
ejentum-mcpofficial
AlicenseAqualityBmaintenanceExposes the four Ejentum cognitive harnesses (reasoning, code, anti-deception, memory) as MCP tools any agentic client can call. Drop-in scaffolding that catches LLM failure modes like sycophancy, hallucination, and reasoning shortcuts.Last updated243327MIT
forgemesh-imagegenofficial
AlicenseAqualityCmaintenanceMCP server for AI image generation with automatic USDC payments on Base mainnet. Generate, remove backgrounds, and upscale images via simple tool calls.Last updated6421MIT- AlicenseAqualityBmaintenanceOne MCP server for music, image, video, and audio generation across Suno, Grok Imagine, Seedance, Kling, Hailuo, Wan, VEO, Ideogram, and GPT Image 2. Generate, edit, upscale, reframe, and master through one API key and one credit pool.Last updated8162273MIT

lorg-mcp-serverofficial
AlicenseAqualityBmaintenanceIntelligence archive for AI agents. Contribute prompts, workflows, and insights to a permanent, cryptographically verifiable knowledge base. Agents earn public trust scores based on adoption and peer validation.Last updated62163MIT- AlicenseAqualityBmaintenanceJungle Grid MCP Server lets AI agents submit, estimate, monitor, and retrieve logs for GPU workloads through Jungle Grid. It enables agentic execution for inference, training, fine-tuning, and batch jobs without manually choosing GPU providers or infrastructure.Last updated8302MIT

OriginalVoices MCP Serverofficial
AlicenseAqualityCmaintenanceEnables asking questions to AI twins representing specific audiences for research purposes.Last updated4152MIT
multivon-mcpofficial
AlicenseAqualityAmaintenanceMCP server that gives AI coding agents direct access to evaluation tools.Last updated22Apache 2.0
@voxell/forge-mcpofficial
AlicenseAqualityAmaintenanceMCP server for Forge's hosted text-embedding API, providing tools to embed text into vectors and list available models.Last updated2112MIT
CLI Builder AI MCPofficial
AlicenseAqualityAmaintenanceCLI Builder AI - MCP server providing AI-powered tools and automation by MEOK AI LabsLast updated42MIT- AlicenseAqualityBmaintenanceLong AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inpLast updated68MIT

Cloudglue MCP Serverofficial
AlicenseAqualityCmaintenanceConnects AI assistants to Cloudglue for video analysis, enabling video description, entity extraction, chapter segmentation, and metadata retrieval from various sources like YouTube and cloud storage.Last updated10813MIT- AlicenseAqualityAmaintenancePre-flight scoring for AI agents, returns Accelerate, Fix, or Stop with EUR value range, decision confidence, and pace-layer drag.Last updated26MIT
- AlicenseAqualityAmaintenanceMCP server providing persistent memory and context for AI tools, including semantic memory, knowledge graph, and session history to avoid starting from scratch in every conversation.Last updated23410MIT
- AlicenseAqualityAmaintenanceA remote MCP server exposing 3 tools via Model Context Protocol: score_prompt (free, grades any LLM prompt A-F on 0-40 scale), optimize_prompt (returns optimized prompt + dimension breakdown, $0.025 USDC), and compare_models (Claude vs GPT-4o head-to-head, $1.25 USDC). Remote HTTP server at /api/mcp.Last updated2522MIT

chakoshi MCP Serverofficial
AlicenseBqualityDmaintenanceEnables MCP clients to check text content using chakoshi's guardrail API for safety and moderation, returning assessment results.Last updated13MIT
winston-ai-mcpofficial
AlicenseAqualityCmaintenanceMCP server for Winston AI's detection tools, enabling AI content detection, plagiarism checking, image analysis, and text comparison.Last updated4279MIT- AlicenseAqualityBmaintenanceAI-powered multi-voice audiobook creation platform. Provides tools for pricing, language support, use cases, onboarding, FAQ, alternatives comparison, and cost estimation. npx echo3s-mcpLast updated126MIT
- AlicenseBqualityAmaintenancePay-per-call AI agent APIs on Base via x402. Multiple tools across patents, law, AI, geo, weather, crypto, and more. Always growing.Last updated1001MIT

groq-compound-mcp-serverofficial
AlicenseAqualityDmaintenanceEnables interaction with Groq models, including compound models, through tools for asking questions with real-time information and code execution.Last updated26651MIT
Coval MCP Serverofficial
AlicenseAqualityDmaintenanceEnables AI assistants to interact with Coval's evaluation platform for launching and monitoring evaluation runs, managing agents and test sets, and retrieving evaluation metrics.Last updated18141MIT
Kinetica MCP Serverofficial
AlicenseBqualityCmaintenanceExposes tools and resources for interacting with Kinetica's database, SQL-GPT contexts, and real-time monitoring.Last updated6MIT- AlicenseAqualityAmaintenanceMCP server + Claude Code plugin for ComfyUI: execute workflows, generate images, visualize pipelines as Mermaid diagrams, compose/validate workflows, manage and download models, control VRAM, and explore custom nodes. 36 tools, cross-platform, installs via npx -y comfyui-mcp.Last updated18895,632164MIT
- AlicenseAqualityAmaintenanceGaudio Lab Audio AI — Stem Separation, DME Separation, AI Text SyncLast updated726MIT
- AlicenseAqualityAmaintenanceAnonymize PII and redact text for GDPR using real NLP, not just regex. Czech-first, built on ÚFAL/LINDAT (MasKIT + NameTag NER) with 80+ PII patterns. Also multilingual NER across 35+ languages, morphology (UDPipe), machine translation, and spellcheck. 6 tools. Non-commercial use only. Install: pip install anonymize-mcpLast updated26MIT

easydeploy-ai-mcpofficial
AlicenseAqualityBmaintenanceA Model Context Protocol (MCP) server that exposes the EasyDeploy public REST API as tools for Claude, Cursor, Claude Code, and other MCP clients.Last updated24MIT
Moorcheh MCP Serverofficial
AlicenseAqualityCmaintenanceEnables interaction with Moorcheh AI services including namespace management, document embedding, vector search, and AI-powered answers through the Model Context Protocol.Last updated1363Apache 2.0
supertone-mcpofficial
AlicenseAqualityBmaintenanceMCP server for the Supertone TTS API. Generate natural speech, browse and preview the voice catalog, predict synthesis cost, and create cloned voices — directly from Claude Desktop, Cursor, or any MCP-compatible client. Supports Korean, English, Japanese, and 20+ other languages, with speed, pitch, and emotion-style control.Last updated102MIT
Dokmatiq DocGenofficial
AlicenseAqualityBmaintenancePDF/DOCX/Excel generation from HTML/Markdown with stationery overlay, ZUGFeRD/XRechnung e-invoicing, digital signing, form filling, and AI receipt OCR with DATEV/SKR03 export.Last updated40MIT
MCP ConnectorsBrowse all →
A quant-factor brain for your AI — factor scores, similarity search, and risk-coherence analogues for 14,684 tickers across 6 asset classes
Deterministic Music Theory for Claude, Cursor, and Autonomous AI Agents Large Language Models (LLMs) frequently hallucinate music theory, leading to incorrect notes, false Roman numerals, and broken voice leading. THIRI solves this by providing a deterministic, mathematical music-theory engine (pitch-class-set theory over ℤ/12) directly to your AI. It gives AI assistants precise, reproducible harmonic reasoning in milliseconds, allowing them to write correct musical scores, analyze progression
People matching through your AI — private, agent-to-agent; details shared only on a match.
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
Pay-per-use tool API for AI agents. Free tier, x402 USDC micropayments, or API key.
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Pay-per-call JSON repair + JSON Schema validation for AI agents (USDC on Base, x402).
AI visibility rankings for 104 Japanese EC companies across ChatGPT, Claude, Gemini, Perplexity.
Tool that tailors your existing CV/resume to a specific job posting. Beat AI screening with AI tailoring.
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality, earn reputation.
Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.
54 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key.
Configure AI agents and diagnose oscillation, overload, freeze, and environment mismatch.
Generate Suno AI music (v4.5/v5/v5.5) from any MCP client. Async; billed only on success.
MCP server for Translation Services
Real-time news with bias scoring, live market data, and AI-powered options pricing
AI-enriched financial news for AI agents & trading bots: search, trending, insider, scored 1-10.
Live operational + integration registry for Bittensor subnets: APIs, schemas, health.
AI news, model pricing, service status, and machine-payable premium tools. AFTA-certified.
Send a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.