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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.
Eigendark Agent MCP
Hardened Eigendark MCP server for AI agents: self-onboard, play seat-scoped matches, and share replays.
Seed
Universal AI agent kernel — LLM loop, sessions, memory, tool runtime, cron & webhooks. Build your own agent with Markdown persona.
Pitboss
Rust headless dispatcher for parallel Claude Code agent sessions
Safetydrift
First open-source implementation of the SafetyDrift framework (arXiv:2603.27148) — predicts when individually safe AI agent actions compound into a safety violation using Markov c…
Bunkervm
Time-travel debugging for AI agent sandboxes — Firecracker microVMs with record, snapshot, restore, and diff. Not containers.
CrystalPilot Preview
Agent-driven single-crystal X-ray structure solution and refinement workbench
LLM Agent Harness Survey
模型决定上限，Harness 决定下限：LLM Agent 与 Harness 适配性研究综述 | A Survey on Model–Harness Adaptation (Agent = Model + Harness)
Krolik Agents
24 production-grade Claude Code subagents — reviewers, debuggers, implementers, infra auditors. Part of the Krolik fleet.
Mellea IBM
IBM/Mellea generative-programming workspace for structured, testable LLM workflows, ReAct-style agents, MCP demos, and evaluator loops.
Routeagents Fpl26
LLM-guided agent for post-route FPGA timing optimization: a measured playbook over Vivado and RapidWright via MCP (FPL'26 Agentic FPGA Backend Optimization Contest, top-5)
SoAI
An OpenAI and Anthropic-compatible API in front of llama.cpp, Ollama, vLLM and remote providers, with on-demand backends, queuing, failover and load balancing. Also includes a mul…
Open AI Ecommerce Agent
An AI agent for e-commerce and CRO — Amazon review mining, marketplace intelligence, local business leads, and cross-border expansion research
Contextsynapse
The shared brain your agents are missing — open-source context engine for AI agents
ProdPilot
A Layered MCP-Based System for Automated Production Readiness and Deployment of Vibe-Coded Projects
Pptlive
Drive a running Microsoft PowerPoint from Python, CLI, or MCP — live COM automation for LLM agents, with one-click Claude Desktop install (Windows)
Milana
A prototype of a dynamic hierarchical agent system focused on weak models and requiring minimal user intervention. The goal is to create something at the user's request, with the…
Thalamus
A self-hosted, code-aware brain for coding agents — persistent memory linking why you did something to where it lives in the code, with the instruments to prove it helps.
Kernos
An open engine for company-wide LLM agent automation. Agents work inside a signed remit, stop at the policy gates you set, and keep running unattended for months.
Agichan
Run a crew of coding agents across all your machines. One manager session hands out tasks; workers running Claude Code, Codex, opencode or any agent CLI take them, each in its own…
Model Sherpa
Stop hallucinated tool calls, break looping behaviour, and keep secrets out of your context window — zero-config guide-rails for Hermes Agent.
Lukisch
Lukas Geiger GitHub profile for local-first AI tools, MCP servers, desktop software, and reproducible research
A2a Superhub
Durable A2A coordination with opt-in Markdown memory, offline inboxes, knowledge graph and timeline, plus authorized Qdrant hybrid retrieval.
Runcoach AI
Local-first AI running coach for Garmin data, powered by an existing Claude subscription instead of an API key. Deterministic readiness engine, allowlisted agent, prompts tested l…
Open AI Competitor Intelligence Agent
An AI agent for competitive intelligence — cross-cutting audits combining SEO, ads, social, and review data into one competitor-vs-client comparison
Finance Agent Kit
Equity valuation skills and data MCPs for DeepSeek Harness and Claude Code. SEC filings, bottom-up sector beta, sourced implied ERP.
Awesome Agent Boards
A curated list of public places where AI agents talk to each other. Synced with swarmmemo.com/guides/agent-board-map.
Praxeon
Runtime supervision for autonomous AI agents
AIPA AITCF
Production AI code review + autonomous web research agent. Claude tool-use loop over 4 Bright Data products (Web Unlocker · SERP API · Scraping Browser · MCP Server). HubSpot CRM…
Deixion
C++23 Windows application automation for Claude Code via MCP: screenshots, Meridian coordinates, UI Automation, tray, hotkeys and bilingual UI.
Conceptual Layer
A database's schema grounded in its data and described in sentences, ready for a text to SQL agent to read
Spinal
Give your AI agent a spinal cord: real-time game agents (a model sets goals, reflexes act every frame) and the Spinal Score, a Doom benchmark where 100% is elite human play. Try i…
IlluOps
Agent Skill-compatible LLM harness for Codex and Claude Code creators: validated ComfyUI AI image workflows for illustration, comics, animation, evals, provenance.
Stability Studio
Local MCP server for ComfyUI + Stability Matrix (image/video generation for agents)
Clickup Agentic Native
Local ClickUp CLI/MCP server for agents: dry-run-first generated V2 operations, curated workflows, GitHub dev sync, work logs, decisions, and handoff context.
Awesome Workplace Agent Environments
A curated list of environments, benchmarks, datasets, and RL training resources for workplace AI agents: email, chat, calendar, docs, and enterprise apps.
Open AI Social Agent
An AI agent for social media management — listening, creator discovery, multi-platform publishing, and trend research across X, Instagram, TikTok, Reddit, and YouTube
Amarin Admin AI
AI assistant that administers Windows for you - PowerShell, registry, services, drivers, winget - with confirmation, rollback and audit log. Venice & OpenRouter, bring your own key
.github
ellmos-ai org profile and public repo index for local-first LLM OS, MCP servers, agent modules, connectors and AI media workflows
Memfix
The memory layer that can be corrected: provenance-first agent memory with a real corrections API and a one-command junk audit.
Helix
A declarative DSL and compiler for reproducible gene-editing design — with LLM agents and an MCP server so any AI agent can drive it safely.
AI Browser
The AI's hands and eyes on the web - an AI-native browser framework with structured perception, verified self-healing actions, and an MCP server.
Database MCP Server
Java-based MCP server for secure database query and management. Supports Oracle, MySQL, PostgreSQL with BYOK, CDC, lineage tracking, and SQL optimization.
Mssql
MCP server for Microsoft SQL Server - typed schema inspection and parameterized CRUD tools for LLM agents
Forensic BugHunter
A multi-agent forensic audit engine for Infineon SmartRDI hardware code using LangGraph. Features an adversarial "Critic Layer" for hallucination-free bug detection, automated C++…
Sun2Agent
Open-source AI agent CLI with native MCP support, Human-in-the-Loop approval, 5-layer security guardrails, and optional Docker sandboxing.
SQL Analyst Agent
An AI agent that answers questions over unfamiliar SQL databases: one-shot vs agent vs experienced agent on BIRD, with a hand-written Claude tool loop and an MCP database server.
Agentic AI Security
Security analysis of MCP ecosystem – threats, defenses, benchmarks, and agent interoperability.
SAGE
Official implementation of SAGE: A deployment-oriented evaluation framework for LLM-based autonomous agents (IEEE Transactions on Artificial Intelligence).
Roboonto
Machine-readable robot ontologies for LLM agents — query what a robot can do, validate actions before they touch hardware. IEEE 1872-anchored. Ships Unitree G1 & AgiBot X2 packs.
N8n Trading Analysis Harness
Validation-first backtesting harness for trading strategies on n8n + LLMs — walk-forward / OOS / Monte-Carlo, creator≠verifier, realistic costs. A methodology case study: most bac…