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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.
Auditable
Audit any agent decision across its past, present, and future, on one typed graph.
HarnessSmith
Forge your own agent harness — a config-to-code generator that renders a thin, standalone Python agent harness you fully own. No LangChain/LangGraph/ADK lock-in, no dependency on…
KarvyLoop
The agent that learns how you decide - and proves it by never deciding for you. A local-first, loop-native runtime for a team of AI agents on your machine.
Tagmem
Structured local memory storage and retrieval for LLM agents
Theodosia
Put an AI agent on rails: mount a Burr state machine as an MCP server so the agent can only take the next allowed step, with every step recorded and replayable.
Reposkein
Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
Codeforge MCP
A Programmatic Tool Calling MCP Server allowing AI agents to build and (re)use their own API interface stack tools.
VOTR
[ANON for Submission]
Dsh Alpha Desk
Alpha Desk — a deepseek-harness (dsh) skill pack that turns an agent session into a compliance-first AI investment desk: multi-strategy fund backtesting via ai-hedge-fund, a tools…
Fak
Agentic Runtime
Spatialboard
A React + TypeScript spatial canvas and node-board library for whiteboards, visual editors, and graph interfaces.
Decibench
The open testing standard for voice AI agents. Deterministic + semantic + RAG augmented evaluation. Local first. Zero telemetry.
Reflectt Node
Coordinate your AI agent team. Shared tasks, memory, reflections, and presence. Self-host for free.
Awesome Graph Engineering
🕸️ Engineer the organization, not just the agent. 565 curated resources · 9 design layers · 11 sections · 255 papers & preprints — a field guide, CC0 open dataset, and interactive…
Fast Asdlc
Fast-ASDLC: 5x TTM with AI-native Agentic SDLC. Local-LLM first, Human-in-the-loop, Spec-driven. Built on DDD, Hexagonal Architecture, C4 Model & MCP. Features Meta-agents for sel…
Voidrun
AI sandbox with code interpreter, computer use, and file system access - built on ultra-fast microVMs
Jy Crpg Bench
A long-horizon CRPG benchmark for frontier agents. Raw 320x200 frames, Traditional Chinese, isometric navigation, twelve books to find.
Odin Claude Plugin
Outline-Driven Development for Claude Code - 46 agents, 25+ skills, diagram-first methodology, AST-based editing, atomic commits.
Fuse
Deterministic failure handling for MCP: the Error Policy standard + a zero-config resilience proxy. Stop letting your LLM debug your network.
Sun2agent
Open-source AI agent CLI with native MCP support, Human-in-the-Loop approval, 5-layer security guardrails, and optional Docker sandboxing.
Spore Plugin
MCP for spores: a client the agent runs inside its own sandbox, its results in files
Ellmos Controlcenter
An MCP control plane server for local MCP stack discovery, profile inspection, and profile recommendation
Sf Grid
MCP server for Agentforce Grid — exposes the Grid Connect API to LLM agents (Claude Code, Cursor, ChatGPT desktop) via the Model Context Protocol
Decorators
Model Context Protocol implementation for TypeScript with decorators
LLM Workbench
Model Context Protocol (MCP) server factory and HTTP handler that exposes an LLM Workbench runtime over MCP.
Plimsoll
A sandbox service for running untrusted, agent-authored code that reports the isolation boundary each run executed behind. Lessons, no clone needed: https://plimsollmark.github.io…
Claudewatch
AgentOps for Claude Code. Monitors AI agent behavior during development: real-time error loops, drift detection, friction analysis. Claude gets self-awareness hooks + MCP tools. Y…
Sportsdata Agents
Free, open-source agentic sports-data workbench — 32 specialist agents over live odds + stats from 64 providers: value & arbitrage detection, backtesting with CLV, live monitors,…
Skill Olympus
Twelve Greek gods. One command. A working SaaS. 98 skills + 49 agents + 13 hooks for Claude Code + Codex CLI + Gemini CLI. Cross-CLI persistent memory, zero-interaction full pipel…
ForgeFlow
Production-grade multi-agent workflow orchestrator built with LangGraph, MCP (Model Context Protocol), A2A protocol, and PostgreSQL+pgvector. Features supervisor hub-and-spoke rou…
Graph Memory MCP
Semantic, persistent knowledge graph memory for LLM-based and multi-agent systems, exposed via the Model Context Protocol (MCP).
Agent Lens
看清 AI 编码智能体的每一次可观察行动。 · Trace your agents, down to every tool and MCP.
Melaya
Governed AI agents that actually do the work - in the cloud or on your own machine - across business systems, real browser tabs and real Android apps. Visual builder, MCP server,…
Awesome Multi Agent Systems
Curated, annotated list of multi-agent systems resources — MARL, game theory, negotiation, LLM agent teams, MCP/A2A protocols, benchmarks, and frameworks
Open AI Sales Agent
An AI agent for sales — lead generation, LinkedIn outreach, company enrichment, and email verification — backed by real B2B data APIs.
Memry
European memory system for AI agents with focus on compression and weighted information
Open AI Video Agent
AI agent for video production — text/image-to-video generation, avatar/UGC talking-head videos, and data-driven ad-creative remakes, powered by muapi.ai.
Waystone
Browser action recorder for automation: record a task once, replay it, or hand the folder to an agent
ChiefOfStaff
Autonomous multi-agent system that runs businesses end-to-end. Evaluate ideas, staff custom AI teams, bootstrap ventures, operate 24/7 — all from markdown files.
Agent Skills
Agent Skills - 59 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, commit-lint, coverage-analyzer, api-contract-…
Agentgate
Collateralized execution engine for AI agents: bond-and-slash accountability with Ed25519 identities, bounded exposure, and progressive trust tiers.
Akili
Open-source platform for orchestrating, governing, and safely automating AI agents across your infrastructure.
Agent Lens
看清 AI 编码智能体的每一次可观察行动。 · Trace your agents, down to every tool and MCP.
Corvos
Open-source self-hosted AI research assistant, RAG knowledge base, web research agent, multi-agent AI, MCP server, document chat, live web search, and AI automation platform with…
Agent Execution Engine
Self-hostable execution engine for reliable, observable, tool-using AI agents — with custom orchestration, persistent memory, trace replay, automated evals, and MCP integration.
Metaorcha
Metaorcha : many models, one harness. Apache 2.0 runtime for multi-protocol agent orchestration: one goal in, a verified multi-agent run out across MCP, A2A, and Computer-Use and…
Clai
A desktop app for building, running, and supervising small teams of AI agents. MCP-native tools, shared workspaces, and scheduled automations.
TheYgent
No-code, local-first studio for building and running production ready AI agents. Inference runs on your machine — llama.cpp, MLX, or vLLM — or any OpenAI-compatible API you regist…
Labloop
Secure, reproducible KVM lab for agent-driven ML research: per-user VMs with driver / trusted / hostile zone isolation, plus five standalone scientific-state MCP servers
Qed Proof Core
Proof of Agent Work (PoAW): an open protocol and self-hostable node that verifies what AI agents claim they did and issues signed, publicly checkable receipts.