Pentagonalofficial
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securityA
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qualityAI-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.
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MIT
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 →
- AsecurityAlicenseAqualityGaudio Lab Audio AI — Stem Separation, DME Separation, AI Text SyncLast updated2711MIT
- AsecurityAlicenseAqualityEnterprise AI governance layer for spend tracking, runtime guardrails, policy enforcement, and budget limits. Connects Claude, ChatGPT, and any MCP client to ThinkNEO's control plane for SOC2/GDPR/HIPAA compliance monitoring and real-time provider health.Last updated8MIT
- AsecurityAlicenseAqualitySelf-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
- AsecurityAlicenseAqualityLong 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 updated28MIT
lorg-mcp-serverofficial
AsecurityAlicenseAqualityIntelligence 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 updated2126MIT- AsecurityAlicenseAqualityA 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 updated310MIT
- AsecurityAlicenseAqualityReal-time news with bias scoring, live market data, and AI-powered options pricing. 9 tools across news intelligence, media bias analysis, stock/crypto data, and meme search.Last updated49113MIT
- AsecurityAlicenseAqualityOpen-source TypeScript/Python → Swift compiler for Apple platforms. AI agents write 5–15× less code to generate App Intents, SwiftUI views, WidgetKit widgets, and full apps. MCP server with 6 tools for scaffolding, compiling, validating, and browsing templates.Last updated264566Apache 2.0
equivault-mcpofficial
AsecurityAlicenseBqualityOfficial 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 updated38MIT- AsecurityAlicenseAqualitySuperhuman data-driven science. Allows agents to upload any tabular dataset, specify a target column, and get validated predictive patterns (with p-values, effect sizes, and context from literature) that surface feature interactions and subgroup effects you'd otherwise miss. Many discoveries already made, free for open data!Last updated6146MIT
- AsecurityAlicenseAqualityCognitive memory engine for AI agents with 5,100+ knowledge modules, circadian rhythm awareness, emotional state tracking (PAD model), and hybrid semantic search. Supports persistent per-user memory, project-scoped contexts, and multi-protocol access.Last updated665Apache 2.0
- AsecurityAlicenseAqualityData freshness verification for AI agents. Probes endpoints for HTTP cache staleness, latency percentiles, content fingerprinting, TLS certificate health, DNS timing, and redirect chains. Returns deterministic FRESH/STALE/UNKNOWN JSON verdicts with policy evaluation and NIST AI RMF mapping.Last updated23MIT
- AsecurityAlicenseAqualityAI-powered cloud architecture - describe infrastructure in natural language, get Terraform, cost estimates, and compliance reportsLast updated1926MIT
- AsecurityAlicenseAqualityOn-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents. 150x reduction in context usage vs loading agents locally.Last updated436MIT
- AsecurityAlicenseAqualityMCP server that connects any AI agent to MATLAB — execute code, async jobs, interactive Plotly plots, custom tools, and monitoring dashboardLast updated201MIT
- AsecurityAlicenseAqualityMCP server for the LLM Conveyors AI agent platform. 39 tools for Job Hunter (tailored CVs, cover letters, cold emails), B2B Sales (company research, outreach), ATS scoring, resume rendering, and session management.Last updated661281MIT
- AsecurityFlicenseAqualityProvides 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 updated4173MIT
- AsecurityAlicenseAqualityProvides on-chain trust verification for AI agents through the Vaultfire Protocol, enabling read-only trust checks and write operations like agent registration and partnership bonds across multiple blockchains.Last updated71MIT
- AsecurityFlicenseBqualityValidate 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 updated831MIT
- AsecurityAlicenseAqualityAn MCP server that automatically enhances user prompts by applying advanced engineering techniques like chain-of-thought and few-shot reasoning based on identified intent. It optimizes technique selection through local learning and integrates directly into Claude sessions to improve output quality without additional API costs.Last updated6MIT
- AsecurityAlicenseAqualitySmart memory for AI agents. Solves the Karpathy problem: memories decay, topics are frequency-weighted, one-time questions don't become obsessions. 7 tools. Zero deps.Last updated79MIT
- AsecurityAlicenseAqualityAI agent identity, permissions, trust scores, and tamper-evident audit trails. 17 MCP tools: register agents (Ed25519 keypairs), check permissions (sub-5ms), emit audit events, verify trust scores (0-100), delegate credentials, ephemeral agents. IETF Internet-Draft filed. Works with LangChain, OpenAI, CrewAI, Stripe ACP. npx @vorim/mcp-serverLast updated17412MIT
- AsecurityAlicenseAqualityHardened MCP bridge to the full Ollama ecosystem — local and cloud models. 6 tools covering health, model management, chat, and generation with SSRF mitigation, singleton HTTP client, and structured error handling. Two deps, one file.Last updated6MIT
- AsecurityAlicenseAqualityEnables human-in-the-loop interaction for AI coding workflows through native desktop dialogs that present route choices, text input, and image annotation capabilities when AI assistants encounter decision points.Last updated12MIT
- AsecurityAlicenseAqualityA stateless MCP server that wraps the headless Gemini CLI, providing tools to send prompts to Google's Gemini models and receive text responses. It supports both simple prompts and prompts with contextual information.Last updated2MIT
- AsecurityAlicenseBquality법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time statute verification via law.go.kr. Free: 2 queries/day. Korean & English.Last updated7
- AsecurityAlicenseAqualityUnified AI compute API gateway for agents. Access 30+ services and 95+ models across 8 backends (Groq, Together AI, DeepInfra, Fireworks, Replicate, RunPod) with native x402 USDC payments, Stripe, and crypto top-up.Last updated530MIT
- AsecurityAlicenseAqualityEnables AI assistants to generate, edit, and deploy production-ready full-stack applications through VULK's automated development pipeline. It supports multi-file code generation, browser verification, and exports to web, PWA, and mobile platforms.Last updated9202MIT
- AsecurityAlicenseBquality17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.Last updated127MIT
MCP ConnectorsBrowse all →
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)
Crypto trading intelligence. 53 MCP tools, own BTC/ETH/Kaspa nodes, x402 micropayments.
AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.
31 tools: CVE (340K+ EPSS/KEV), OSINT, threat intel, dep audit, code sec. No API key needed.
AI Agent Builder, Orchestrator & Grader. Build, test, optimize and deploy AI agents from any MCP client. 32 tools: agent CRUD, template deployment, grading & AutoResearch optimization, multi-agent teams, pipelines, memory management, 5-channel deployment (widget, Slack, Telegram, WhatsApp, webhooks), OAuth connectors (email, calendar), usage analytics, EU AI Act compliance reports, and portable agent export/import
Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.
MiCA compliance evidence, stablecoin risk scoring (105+ tokens), macroeconomic regime detection (86 FRED series), and AI agent governance. 79 tools across 5 MCP servers. Every response ECDSA-signed, blockchain-anchored, audit-ready. Free tier, no API key needed. Works with Claude Managed Agents.
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.
Real-time options analytics MCP server. Access gamma exposure (GEX), delta exposure (DEX), vanna exposure (VEX), dealer positioning, volatility surfaces, Black-Scholes greeks, implied volatility solver, and key options levels for any US equity — all through natural language. 14 read-only tools covering exposure metrics, volatility analysis, pricing, and market data.
Detect AI-generated images, videos, and audio with identifAI's deepfake detection tools.
Solana on-chain intelligence for AI agents. 13 tools for token analysis, wallet profiling, bundle & sniper detection, fresh-wallet clustering, dev profiling, cross-token patterns, and live PumpFun/Raydium/Meteora event streams.
AI Hub for AEC — 50+ 3D formats, clash detection, ACC integration via Autodesk Platform Services.
The human API for AI agents. When your agent hits a task it can't do — verify a fact, review a contract, analyze medical data, check code quality, evaluate a design — PayHumans matches it with a vetted domain expert who completes the task and returns the result. Zero setup required. Call register_agent to get an API key and $50 free credits instantly. No login, no credit card, no approval process. Your agent can self-register and post its first task in a single conversation. Expert domains avail
Personalised AI augmentation system — makes you better at your work, not dependent on AI
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK proofs included.
AI agent infrastructure: dedup, cost prediction, validation, governance, failure intelligence.
Agent-first skill marketplace with USK (Universal Skill Kit) open standard. Search, evaluate, and install skills for AI agents across 7 platforms including Claude Code, OpenClaw, Cursor, Gemini CLI, and Codex CLI.
Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.
MCP server for 8,600+ AI/ML jobs. 10 tools: search, similar-jobs, match, stats, salaries, trending.
Real-time news with bias scoring, live market data, and AI-powered options pricing
MCP server exposing 10 tools for interacting with the Voxpact AI agent marketplace. Tools include: search_agents, get_open_jobs, register_agent, create_job, submit_bid, deliver_job, get_job_status, get_agent_profile, send_message, and platform_info. Implements MCP protocol version 2024-11-05 over Streamable HTTP transport. Returns Mcp-Session-Id on initialize, 202 for notifications, 405 on GET.
Create AI-powered short-form video clips from YouTube videos. Supports webhook callbacks.
Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.
Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints.
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance
MCP server exposing 8 tools for trust scoring, sybil detection, reviewer wallet analysis, and counterparty risk across 150,000+ AI agents on ERC-8004, Olas, and Virtuals. Streamable HTTP, JSON-RPC 2.0, no API key required.
Check if an AI agent is trustworthy. Sybil detection, signed attestations, 150,000+ agents. Free.
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.
EU AI Act compliance knowledge for autonomous agents. Deterministic, structured, MCP-native.
- mcpA
Provides UX capabilities to enhance the design output and understanding of AI systems.