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 →
AlicenseAqualityCmaintenanceExposes 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 updated443854MIT
talonic-mcpofficial
AlicenseAqualityBmaintenanceOfficial Talonic MCP server. Lets AI agents extract structured, schema-validated data from any document, including PDFs, scans, images, spreadsheets, and forms, directly inside the chat.Last updated681,5514MIT- AlicenseBqualityCmaintenanceAgentic 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 updated663Apache 2.0
- AlicenseAqualityDmaintenanceJungle 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 updated89401MIT

laddro-career-mcpofficial
AlicenseAqualityAmaintenanceResume tailoring, cover letter generation, CV PDF export, and job search tools for AI agents. 18 tools powered by the Laddro Career API.Last updated18189MIT- AlicenseBqualityCmaintenanceConnecting to the ReviewMetric, 15-AI agent scientific peer review pipelineLast updated22MIT

onion-mcp-serverofficial
AlicenseAqualityCmaintenanceA feature-rich MCP server offering 30 tools across AI, code, text, data, web, and system categories, enabling tasks like chat, translation, code review, web scraping, and text processing.Last updated30MIT- AlicenseAqualityCmaintenanceStrata is a native MCP server that gives agents verified intelligence across 22 AI ecosystems. Tools: * get_best_practices * get_latest_news * get_top_integrations * search_ecosystem * find_mcp_servers * Claude-validated content, injection-safe by design * Refreshed twice daily via automated pipeline * Works with Claude Code, Cursor, Windsurf, Cline * Free tier available Site: https://usestratLast updated66712MIT
- AlicenseAqualityCmaintenanceAI agent provenance, trust, and auditability layer. VERITAS multi-gate scoring, Cortex approval gates, S.E.A.L. hash-chain audit ledger, and semantic RAG with cryptographic provenance tracking for every decision an agent makes.Last updated2272MIT
- AlicenseAqualityCmaintenanceA 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 updated3491MIT
- AlicenseAqualityAmaintenancePay-per-call USDC payment proxy for AI agents. Issue scoped Pay Tokens with hard spending caps and auto-journal every charge to freee / Money Forward / QuickBooks.Last updated86250MIT

equivault-mcpofficial
AlicenseBqualityCmaintenanceOfficial MCP server for EquiVault — AI-powered equity research for Claude. 38 tools covering company fundamentals, financials, ratios, screening, peer comparison, investment narrative, signals intelligence, alerts, briefs, portfolio analytics, insider transactions, and earnings quality. Tier-aware with upgrade prompts. Install: npx equivault-mcp.Last updated3817MIT- AlicenseAqualityCmaintenanceAI-powered multi-voice audiobook creation platform. Provides tools for pricing, language support, use cases, onboarding, FAQ, alternatives comparison, and cost estimation. npx echo3s-mcpLast updated123MIT

Pentagonalofficial
AlicenseAqualityCmaintenanceAI-powered smart contract forge with an 8-agent adversarial security audit system. Generate, audit, fix, and compile Solidity and Anchor/Rust contracts across 8 chains.Last updated727MIT- AlicenseAqualityBmaintenanceMCP server for Shopify Admin API with a ComfyUI bridge for AI product image generation. Covers products, orders, inventory, and customers.Last updated2587MIT
- AlicenseAqualityBmaintenanceMCP server for YouTube creator-ops — video metadata, comments, playlists, channel analytics, plus a ComfyUI bridge for AI thumbnail generation.Last updated21523MIT
- AlicenseAqualityBmaintenanceRoutes one brief to the right image model across 60+ (gpt-image-1.5, Ideogram 3, Recraft V4, Flux), validates the output, and fans out to iOS/Android/PWA/favicon/visionOS/Flutter bundles. Works without an API key via Pollinations, HF Inference, Stable Horde, or host-LLM inline SVG.Last updated2245
- AlicenseAqualityBmaintenanceTransforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.Last updated4452631MIT
- AlicenseAqualityBmaintenanceSelf-hosted webhook relay and tunnel with Noise NK encryption. Inspect requests, replay webhooks, trace AI pipelines, connect/disconnect tunnels — 13 MCP tools. No tokens or passwords needed.Last updated136AGPL 3.0
- AlicenseAqualityCmaintenanceReal-time status monitoring, uptime tracking, incident history, and API pricing for 42+ AI tools including ChatGPT, Claude, Gemini, Cursor, GitHub Copilot, Perplexity, DeepSeek, and Groq. No API key required. Data updated every 5 minutes from independent monitoring infrastructure.Last updated67389MIT
- AlicenseBqualityCmaintenancePersistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via hooks. Mines your full session history for patterns, predictions, and cross-session search.Last updated62115MIT
- AlicenseAqualityBmaintenanceA Model Context Protocol server that brings the capabilities of enigmapython library to LLMs, allowing them to encrypt and decrypt messages using historically accurate Enigma machine emulatorsLast updated214MIT

Cinderwrightofficial
AlicenseBqualityBmaintenancex402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Search by keyword, browse by category, free service submission.Last updated121MIT- AlicenseBqualityCmaintenanceValidate and generate SOUL.md agent identity files. SOUL.md is the open format for persistent AI agent identity — personality, voice, values, and constraints in a machine-readable YAML file.Last updated83321MIT

autousersofficial
AlicenseAqualityBmaintenanceEvaluate UX with AI personas and human raters directly from MCP-aware clients like Claude and ChatGPT.Last updated391,170MIT
Dokmatiq DocGenofficial
AlicenseAqualityCmaintenancePDF/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- AlicenseAqualityCmaintenanceOn-demand live vision MCP for AI agents — open a session at a lat/lng, receive a JPEG snapshot or WebRTC stream, settled per-second in USDC on Base. Four tools (get_session, get_frame, get_stream_url, cancel_session); currently Base Sepolia testnet.Last updated24MIT
- AlicenseAqualityAmaintenanceOpen-source framework for AI agents (Claude Code, Cursor, Codex, Gemini) to autonomously operate Google Ads, Meta Ads, and Search Console. Grounded in a local STRATEGY.md — not metric-chasing. Defense-in-depth security, local-first. Apache 2.0.Last updated101007Apache 2.0
- AlicenseAqualityBmaintenanceProvides AI agents with real-time financial market intelligence including stock quotes, crypto data, technical analysis, and portfolio insights. Enables natural language queries for current prices, technical indicators, asset comparisons, and portfolio analysis.Last updated8174MIT
- AlicenseAqualityBmaintenanceMCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, image proxy, and workflow runner.Last updated41573MIT
MCP ConnectorsBrowse all →
AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.
Scrivibe — AI eBook Generator Generate complete, professional multi-chapter eBooks with a single tool call. Scrivibe uses **Anthropic Claude** to write full-length books chapter by chapter — fiction, non-fiction, business, self-help, romance, and 70+ more genres — and delivers a downloadable **EPUB file** ready for Kindle, Apple Books, or any reader.
buzzword-density MCP — wraps StupidAPIs (requires X-API-Key)
Vendor intelligence for AI coding agents choosing developer tools and stacks.
MCP server for VC pitch-deck scoring, thesis-fit matching, and deal-flow management.
MCP layer for local businesses: discover, query, book, and transact with verified SMB AI agents.
AI audio tools for music producers — stem splitting, vocal removal, BPM & key detection, audio-to-MIDI, format conversion, trimming, video-to-audio extraction and AI song generation.
AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
MCP for 8,700+ current AI jobs. 13 tools: search, match, salaries, companies, commerce quotes.
EU AI Act compliance knowledge for autonomous agents. Deterministic, structured, MCP-native.
- apiA
Quiz.Video MCP: list, create, AI-generate, and render quiz and flashcard videos.
Create and track AI music videos and audio-reactive visuals from songs.
ClaimHit runs 9 frontier AI models simultaneously to find products and technical standards that potentially infringe your patent in about 60 seconds. Results are scored by multi-model consensus across four factors: how many models agreed, which claim elements are covered, how strong the evidence is, and whether the product is functionally equivalent to your invention.
Vedic astrology MCP server connecting any AI to real ephemeris calculations — natal charts, Vimshottari Dasha, yogas with BPHS citations, matchmaking with Rajju/Vedha vetoes, panchanga, KP system, Lal Kitab, and numerology. OAuth 2.1. Free sandbox tier.
CareerProof MCP gives AI agents direct access to a professional-grade career and workforce intelligence platform. Two namespaces: atlas_* for HR/TA teams (candidate evaluation, batch shortlisting, competency scoring, interview generation, JD analysis, custom eval frameworks, research reports) and ceevee_* for professionals (CV optimization, career positioning, salary intelligence, market reports). Backed by RAG knowledge from 50+ premium research sources (McKinsey, BCG, HBR, Gartner, WEF)
Enterprise-safe agentic AI design doctrine. Read-only MCP, UK/EU residency, zero-training policy.
Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.
AI service marketplace — agents discover, call, and pay for API services automatically.
Regulatory intelligence for AI agents across jurisdictions