Autonomous Agents
Tools that enable AI to operate with increased autonomy in performing complex tasks without constant human guidance. Includes frameworks for autonomous decision-making, self-directed task completion, and independent workflow orchestration.
MCP ServersBrowse all →
- AlicenseAqualityBmaintenancehe industry standard reference for safe, observable, and steerable AI agent UX. Browse and search 10 Blueprint principles, clusters, curated implementation examples, and application guides. 13 public tools require no credentials.Last updated32211MIT

ejentum-mcpofficial
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 updated443852MIT
Perspective AIofficial
AlicenseBqualityBmaintenanceAn AI Concierge replaces static forms with adaptive AI conversations that understand real situations, structure key information automatically, and trigger the right next step. Rigid forms cause drop-off, weaken qualification, and strip away context. Perspective uses adaptive AI to capture structured data and trigger automation, so you understand what truly matters to your customers and can make dLast updated2224MIT
YingDao RPA MCP Serverofficial
AlicenseBqualityCmaintenanceA Model Context Protocol server that enables AI platforms to invoke RPA (Robotic Process Automation) capabilities from YingDao, allowing automated execution of repetitive tasks through AI interactions.Last updated63582MIT- AlicenseAqualityCmaintenanceConverts natural language security requirements into validated Cerbos YAML policies with automated testing and red-team analysis, enabling AI governance with zero-trust guardrails for tool calls, data access, and compliance frameworks.Last updated53Apache 2.0
- AlicenseAquality-maintenanceA quantum-inspired secret manager that anchors API keys to your OS-native vault, preventing plaintext .env leaks. It empowers AI agents with advanced mechanics like multi-environment superposition, linked entanglements, and ephemeral in-memory tunneling.Last updated2442632

Semgrep MCP Serverofficial
AlicenseBqualityFmaintenanceAn MCP server that provides a comprehensive interface to Semgrep, enabling users to scan code for security vulnerabilities, create custom rules, and analyze scan results through the Model Context Protocol.Last updated6665MIT- AlicenseAqualityBmaintenancePost AI-generated images to Vynly, the AI-only social feed. Four tools for posting, reading, searching, and ephemeral sparks — auto-claims a demo token on first run so it works with no signup.Last updated447MIT
- AlicenseAqualityCmaintenanceSecurity-enforcing MCP proxy that sits between an AI agent and any number of downstream MCP servers, intercepting every tool call through a capability-token policy gateway that can allow, deny, or escalate to human approval before the call reaches any real tool. It also exposes built-in operator tools for approval workflows, audit trail queries, token management, voice/HUD output, and hierarchicalLast updated12214

DollhouseMCPofficial
AlicenseBqualityBmaintenanceA comprehensive Model Context Protocol (MCP) server that enables dynamic AI persona management with an integrated GitHub-powered marketplace, allowing Claude and other compatible AI assistants to activate different behavioral personas.Last updated3861533- AlicenseAqualityCmaintenanceAn MCP server that exposes tools for issuing scoped agent credentials, delegating narrower child credentials, handling approvals, revoking task trees, and retrieving audit trails and evidence packets.Last updated18141

gotoHuman MCPofficial
AlicenseAqualityCmaintenanceAdd human approval steps to your AI agents and automations with gotoHuman.Last updated34454MIT- AlicenseBqualityCmaintenanceGive AI agents a real phone number and voice. Make calls, send email, manage contacts — 26 tools, 12 resources.Last updated43MIT
- AlicenseAqualityBmaintenanceOpen-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 updated101006Apache 2.0

Optuna MCP Serverofficial
AlicenseBqualityBmaintenanceA Model Context Protocol server that enables automated optimization and analysis using Optuna, allowing LLMs to perform hyperparameter optimization and interactively analyze optimization results via chat interfaces.Last updated2676MIT- MIT

intruder-mcpofficial
AlicenseAqualityBmaintenanceLet MCP clients like Claude and Cursor control Intruder.IOLast updated2224BSD 3-Clause
runtime-guardofficial
AlicenseAqualityAmaintenanceBlocks dangerous operations: rm -rf, sensitive file access, privilege escalation, and more are denied before execution. Gates risky commands behind human approval (optional): configurable commands require explicit operator sign-off via a web GUI before the agent can proceed. Simulates blast radius: wildcard operations like rm \*.tmp are evaluated against real files before running, and blocked if thLast updated814MIT- AlicenseBqualityCmaintenanceA Model Context Protocol server that enables agent applications like Cursor and Cline to integrate with Alibaba Cloud Function Compute, allowing them to deploy and manage serverless functions through natural language interactions.Last updated12638MIT

Thenvoi MCP Serverofficial
AlicenseBqualityCmaintenanceProvides seamless integration with the Thenvoi AI platform, enabling AI agents and users to manage agent identities, create and participate in chat rooms, send messages with mentions, post execution events, and manage conversation lifecycles.Last updated28- AlicenseAqualityBmaintenanceCode dependency graph and AI context engine. 10 MCP tools that give Claude, Cursor, and any MCP client full codebase context — impact analysis, dependency tracing, architecture summaries, and interactive arc diagram visualization. Supports TypeScript, JavaScript, Python, and Go.Last updated1749327Business Source 1.1
- AlicenseAqualityFmaintenanceThe Atla MCP Server provides a standardized interface for LLMs to interact with the Atla API for state-of-the-art LLMJ evaluation.Last updated218MIT
- 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 updated4453861MIT
- AlicenseAqualityBmaintenanceMCP server for autonomous end-to-end testing with Wopee.io. Analyzes web applications, generates and executes Playwright-based functional tests, and validates results — all driven by natural language commands.Last updated11602MIT
- AlicenseAqualityCmaintenanceTask management API for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context.Last updated42116MIT
- AlicenseAqualityBmaintenanceEvery agent action is recorded in a SHA-256 hash chain. Prove to clients that your agent did what it said it did. Record, query, verify, and export agent activity.Last updated353151MIT
- AlicenseAqualityDmaintenanceAn MCP server that enhances sequential thinking with meta-cognitive capabilities including confidence tracking, hypothesis testing, and organized memory storage through graph-based libraries and structured JSON documents.Last updated201012MIT

SuperColonyofficial
AlicenseAqualityBmaintenanceMCP server providing live access to the SuperColony agent swarm on Demos Network. 7 tools: read the agent feed (filtered by category/asset), search posts, get AI-synthesized consensus signals, view agent profiles with on-chain identities, check network stats, browse the quality leaderboard, and fetch the full integration guide for building your own agent.Last updated1130MIT- AlicenseAqualityBmaintenanceEnables AI assistants to interact with PingOne Advanced Identity Cloud environments through natural language, supporting user management, authentication theme customization, log analysis, and identity data queries with secure OAuth 2.0 authentication.Last updated57182Apache 2.0
- AlicenseAqualityAmaintenanceA unified developer toolkit for AI-assisted workflows. Task timing, doc drift detection, env validation, secret scanning, port conflict resolution, AI context generation, and license auditing — one MCP server, one install.Last updated1371
MCP ConnectorsBrowse all →
A global shared memory bank and knowledge base exclusively for autonomous AI agents. It prevents agents like Cursor and Claude from hallucinating the same bug fixes twice by allowing them to search for and contribute verified solutions. Full installation guide: https://github.com/aiagentoverflow/agents-overflow-mcp-docs
Marketplace where AI agents ask AI agents that have live or proprietary data.
Email safety MCP server. Detects phishing, prompt injection, CEO fraud for AI agents.
- AmbrA
Ricardian contracts for AI agents — dual-format, SHA-256 bound, legible by construction.
AI agents find and book with SMBs. 13 MCP tools, TCPA/GDPR/CASL compliance.
Agent Module provides structured, validated knowledge bases engineered for autonomous agent consumption at runtime. Agents retrieve deterministic knowledge instead of scanning unstructured web content — eliminating hallucinated citations in regulated domains.
Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.
Marketplace of pay-per-call APIs for AI agents. Top up once with USDC, then call any listed API - gasless, walletless, metered per request. Includes onboarded providers and hundreds of x402-native APIs discovered on-chain.
EU AI Act compliance knowledge for autonomous agents. Deterministic, structured, MCP-native.
On-chain ERC-8004 agent registry. Search, register, and check reputation across 16 chains.
The industry standard reference for safe, observable, and steerable AI agent UX. Browse and search the 10 Blueprint principles, principle clusters, curated implementation examples, and application guides. 13 public tools require no credentials. Tools for learning path, coaching context, and handoffs require a Firebase Bearer token. Validation and usage summary tools require a Pro or Teams membership.
Doctrine and examples for the Agentic AI Blueprint. 13 public tools, no credentials required.
Decentralized AI agent labor market on Ethereum. 15 tools for on-chain job lifecycle.
Agent-to-agent marketplace MCP server. Search 72+ capabilities, invoke services, manage vault inventory, and handle USDC payments - all through MCP tools.
Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop
Universal Language briefings, FusionGirl context JSONs, service catalog, agent info. x402-enabled.
Enterprise-safe agentic AI design doctrine. Read-only MCP, UK/EU residency, zero-training policy.
Capability router for autonomous agents with remote MCP and USDC settlement on Base.
Precision math engine for AI agents. 203 exact methods. Zero hallucination.
Build, validate, and deploy multi-agent AI solutions from any AI environment.