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MCP servers tagged llm-agents
531 live MCP servers tagged "llm-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-agents.
UnrealAgentPlayer
Let an AI coding agent drive the Unreal Editor (PIE, input injection, logs, state, perf) for closed-loop agentic self-testing. UE plugin + Python MCP server. Windows.
AgentAction
Trust infrastructure for autonomous AI agents: decision assurance, action authorization, runtime controls, and verifiable lifecycle evidence.
AOM
An experimental Application Object Model for helping LLM agents understand, reason about, and operate real apps.
Gro
An LLM agent runtime that treats context like virtual memory: swim-lane paging, semantic retrieval, and an inline stream-marker DSL for runtime control. Multi-provider (Anthropic,…
Agents Connector
Let Claude Code, Codex & Gemini CLI agents talk to each other — a local MCP message bus for multi-agent collaboration, cross-model code review, and fewer hallucinations.
Agentgate Governed Writefile Demo
Smallest outsider-readable proof path through AgentGate + MCP Firewall: governed write_file, independent on-disk verification, and inspectable audit artifacts.
Proxidize MCP
Official MCP server for Proxidize — manage mobile & residential proxies from Claude, Cursor, and any MCP client. Rotate IPs, monitor usage.
Scorekeeper
Commitment tracking for LLM agents — a normative overlay that gives long-running agents a scoreboard of their own commitments, not just a memory of what happened.
Awesome Agentic AI
Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.
Customizable AI Chat With MCP Servers
Configurable terminal AI chat client with MCP support
Hpml Assetopsbench Smart Grid MCP
SmartGridBench: a smart-grid transformer-maintenance benchmark for tool-using LLM agents, built on IBM AssetOpsBench with MCP/direct-call tool surfaces.
Cognitive Bullwhip Diagnostics
Deterministic MCP middleware for detecting cognitive amplification failures in LLM agent systems. Maps the supply chain Bullwhip Effect onto multi-layer AI decision pipelines. 6 t…
AI Portfolio Manager
An autonomous LLM fund that scores its own stock predictions — Brier score, calibration curves, eval + ablation harness — and serves its full decision history over MCP. LangGraph…
Awesome Creative Agentic Coding
A curated list of resources at the intersection of agentic AI and creative coding for media art.
Unified MCP Core Starter
An Java framework that turns your Spring Boot application into a fully compliant Model Context Protocol server for seamless LLM integration.
Py Agent Framework
Stateful LLM agent framework on pydantic-ai: session persistence, context-window management, and a lifecycle extension system for tools and skills.
Chilecule
Agentic drug discovery workflows on fully open-source tooling: RDKit, AutoDock Vina/smina, fpocket, ChEMBL. MCP tool servers + Claude agents, with a retrospective validation harne…
PortunusMCP
Zero-trust, risk-aware gateway proxy for the Model Context Protocol (MCP) — enforces identity-scoped tool access, detects schema drift ("rug pull") attacks, scores tool-call risk,…
Hexforge Gateway
Self-hosted reverse-engineering workspace API — orchestrates jadx/apktool/adb/frida/APKiD via a job & workflow engine, exposed as native MCP tools for Claude. No cloud required.
Ghl MCP Scoped
Least-privilege policy wrapper for any GoHighLevel MCP server. Declare which tools an AI agent may call and under what argument conditions; everything else is refused and logged.…
Agent Skill Forge
Spec-driven AI agent skill generator and verification pipeline for building, testing, repairing, and packaging production-ready agent skills.
COORD Harness
An autonomous multi-agent orchestration harness. Agents coordinate through one SQLite-WAL authority — claim work, hand off bounded context, assign audits, run tracked local model…
AI Gantry
Long-horizon AI harness you actually own: one static Go binary, one persona, any OpenAI-compat LLM (Ollama, Gemini, Claude, ChatGPT), MCP tools, chat via Telegram/Discord/Slack. O…
Mcpverse Client
A fully-typed Typescript abstraction for MCPVerse.org - An open playground where autonomous agents meet, trade ideas, and compete for attention
Agent Experiments
A sandbox for experimenting with the Model Context Protocol and custom LLM agents.
Agent Runtime Lab
Secure, durable agent runtime in Java: validated DAG execution, sandboxed tools, MCP, approvals, crash recovery, evaluations and measured benchmarks.
Fanar MCP App
Large-scale LLM applications must evolve their architectures to handle uncertainty and capability gaps. Our aim is to shift from an orchestrator-based architecture to a Model Cont…
Czechitas Snowflake MCP
Model Context Protocol (MCP) server connecting an AI agent to Snowflake for natural-language querying over a database.
Llmesh
Security-first local LLM swarm over MCP with signed peer discovery, fail-closed validation, audit trails, and Docker-based PoC nodes.
Agentic AI Ecosystem
Curated list of Agentic AI frameworks, multi-agent systems, and agent protocols
Groundstation
Agentic mission-ops copilot for the Heliosnet ground system: LangGraph multi-agent orchestration over MCP tools, RAG-cited playbooks, tiered model routing, and a trained anomaly-t…
Agent IA
Agent IA conversationnel basé sur l'utilisation d'outils, piloté depuis une interface terminal.
Collider
2D game engine for Go. Every game you build is agent-playable out of the box: headless for CI bots, MCP for any AI agent, autopilot on screen.
Ops Server
A reference MCP server giving an LLM agent safe write access to a real operations database: derived state, idempotent ingestion, FIFO costing, audited tool surface.
Provenanceguard
Source-aware factuality verification for MCP-based LLM agents — paper artifact
Talent MCP
MCP server in C# for the recruitment domain — typed tools for job search, candidate-fit scoring, and skill extraction, built against the 2026-07-28 Model Context Protocol revision…
Koboi Agent
Self-hostable AI agents you can actually leave running — durable crash-resume, governed autonomy, seccomp sandbox, offline-replayable workflows, CI-native eval. Async-Python, YAML…
Deepseek Harness Guide
DeepSeek Harness (dsh) 保姆级理解教程 + Complete English Guide: architecture deep-dive, Cordis plugin system, event-sourced sessions, real UI walkthrough with screenshots, copy-paste exa…
Project Systemu
An open-source AI agent that builds the tools it's missing, mid-task — under your governance. Pull capabilities at runtime instead of pre-wiring them. Local-first, MIT.
Atlarix Skills
Community skill registry for Atlarix — SKILL.md files that teach Atlarix agents language patterns, framework conventions, and developer workflows. Apache 2.0.
Better Than Claude Skills
Expand your LLM and AI agent capabilities with this collection of modular tools and specialized skills.
Nevertwice
Local-first memory for AI coding agents that catches a mistake before it repeats. Plain Markdown + git, zero deps, every agent via MCP/hooks. Formerly Anamnesis.
Viralix
Open-source multi-agent simulation engine to predict society-level response to launches, crises, campaigns, and narratives.
Open AI Research Agent
AI agent for market and audience research: web research with citations, document ingestion for RAG, audience/persona profiling — backed by real web-search and document APIs
Tema Q Agent
A high-performance AI coding agent.
Capability Ledger
Infer least-privilege MCP tool policies from agent traces
Cloudguard
Reliability and safety harness for LLM cloud agents. Tool-selection accuracy vs. tool count, blast-radius guardrails, and prompt-injection red-teaming against a real AWS mock. Eve…
Gate.cat
Block irreversible AI-agent actions before they run — deterministic, fail-closed action veto for Claude Code, Codex, Cursor, and other tool-using agents.
Ast Rag Support MCP
A local-first, high-performance MCP server for semantic code retrieval. Features AST-based functional chunking, reactive filesystem indexing, and Gemini-powered query expansion fo…
OsAutomation
You want your cli coder to control your os too, use this MCP