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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.
Project Capstone Open AI MCP
Multi-agent stock trading system in progress — agents analyzing market data and reasoning through trade decisions via MCP tool servers (OpenAI Agents SDK).
Multi Agent Document Orchestrator
OpenCode-style multi-agent document management system with MCP tools, SSE streaming, and bulk operations
Sheltergrid Backend
Agentic backend for coordinating Toronto shelter capacity — pgvector tool routing, a 31-tool FastMCP server, and an A2A mesh of Nemotron-3 Nano agents. NVIDIA Spark Hackathon 2026.
ProxyCreds
Ephemeral credential broker for LLM agents: keeps real API keys, proxies & SSH creds in an encrypted vault, hands out short-lived tokens over MCP.
Worldquant Brain MCP
Python MCP server for automating WorldQuant BRAIN alpha-research workflows: async API client, batch-simulation lab, and an AST-based expression parser with novelty detection. Inde…
Netprobe MCP
An open-source, AI-native Model Context Protocol (MCP) server bridging Large Language Models with core network diagnostic tools for automated observability, threat detection, and…
Open Agent Sync
Keep your MCP servers, skills, and plugins in sync across agentic coding CLIs.
Agent Skill Scanner
Static security scanner for AI agent skills & MCP manifests — dual-engine (Node/Python), single rule source, SARIF + CI gate
Audit Lens
AuditLens: The impeccable, agentic compliance engine. Transform evidence into audit-ready interactive workspaces with AI. Support for ISO 27001, SOC 2, HIPAA, and more.
SCM OpenSource
SCM Memory: embedded lifecycle memory for AI agents, with consolidation, contradiction handling, forgetting, and wake summaries.
Protocol Enforcer Core
Passive, deterministic MCP state-machine enforcer for AI agents — reveals one bounded step at a time, notarized transcripts (Apache-2.0 core)
Workspace Agent
Enterprise Google Chat assistant that reads Workspace context (Gmail, Drive, Docs) and writes deliverables to a Shared Drive, split across two MCP servers so read-only personal da…
Awesome Materials AI
Curated list of language models, agents, and MCP servers for materials science and chemistry.
Craftonomous
Craftonomous is an agent-agnostic Minecraft embodiment and evaluation substrate: an MCP-native body with a declared perception budget and reliability-tracked skills.
Cloud Native Fast API
A Fastapi project to handle Agent Native Cloud with Fast_Api and MCP server.
Blob Beads
Temporal Vault MCP: A local-first, security-hardened state management server for agentic workflows. Implements Content-Addressable Storage (CAS), Zstandard compression, and AES-25…
Github Deploy MCP
MCP server that lets an AI agent trigger, check, and analyze GitHub Actions deploys — in plain language, without bypassing your existing approval gates.
Activity Mesh
Your second agent session doesn't know what the first one did. Shared activity log for AI agents — auto-captured, auto-injected into context, ~180 tokens, local-first, MIT.
Nervous System Action
GitHub Action for Nervous System LLM behavioral enforcement - checks PRs against governance rules
Agentspace
A local agent runtime & workspace — a tiny agent OS in your shell. Natural-language orchestration, MCP tools, and agents that write their own tools & agents (via PI). Built from s…
Awesome Agent Native Social
A curated list of social platforms where AI agents are first-class users.
Coffee Agent
A toy MCP agent built with Theodosia: a coffee-order state machine an LLM drives one enforced step at a time.
AI Agent Systems Course
Hands-on, self-paced course for building AI agent systems in Python: MCP (Model Context Protocol), A2A (Agent-to-Agent), LangGraph/LangChain, DeepAgent, and a ReAct code-executor…
Vasco
Web research toolkit for LLM agents: search, fetch, extract, answer, map. MCP server + CLI + daemon, with anti-bot escalation and caching.
Spendveto
Spend governance for AI agents paying over x402. Payment rails move an agent's money; SpendVeto decides whether it should be allowed to move it — caps, budgets, human approvals an…
RAInbow Code
🌈 Make Claude Code, OpenAI Codex, Antigravity (Gemini) and Grok collaborate on one shared project — a turn-taking multi-agent relay plus an MCP bridge to drive any AI from inside…
Corvex
LLM agent orchestration for scientific workflows. Python 3.12, LiteLLM, BoTorch, ASE, Streamlit UI, MCP server and client.
Atlas Shield Spec
Open specification & example policy packs for Atlas Shield to protect AI agents from prompt injection & data exfiltration (MCP-compatible).
Berlin Pulse Agent
Live Berlin public-transport data platform and the LLM agent that queries it: a hand-written tool-calling loop, an MCP server and client, a LangGraph rebuild, and hybrid pgvector…
Physgate
Validate LLM-generated robot plans in GPU physics simulation — best-of-N plan selection against the highest-quality verifier (Isaac Lab + ROS2 + MCP). Research prototype.
Quant Options Engine
Options pricing engine (Black-Scholes, Monte Carlo, IV solver) with an MCP server + Claude strategy planner. FastAPI backend, React dashboard.
Etl Archaeologist
AI agents that document & rationalise legacy SAP BODS ETL for migration to Glue/dbt
LLM Agent Production Architecture
Production-style multi-agent LLM stack: orchestrator + specialists over A2A, LangGraph, MCP, Qdrant, LiteLLM, Langfuse. Human-designed (decisions in ADRs), AI-implemented.
Cluster Sre Agent
Multi-agent diagnosis over an explicit cluster dependency graph — five ablatable configurations, specified before results existed, scored on slurm-rca-bench.
Localbrowser
Self-hosted web search + page reading for local LLMs. SearXNG + fastCRW over MCP. No API keys, no per-query cost.
Two Tier Safe AI Gate
Two-tier safe execution model for LLM agents. Go + Inngest + Omnigent MCP. Policy-gated durable workflows.
Tulip Agents
The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can…
K8s Sre Agent
Autonomous Kubernetes SRE agent in Go: nine specialist subagents over k8s-lookout diagnostics, structured findings with stable identity, and a write path where every mutation is g…
SkillGauge
🏆 Static auditing engine and leaderboard platform for agentic process instructions using a strict 100-criteria scientific matrix.
Anymodel Plugin
Delegate tasks and reviews from any AI agent (Claude Code, Codex, Cursor, any MCP host) to any provider and model
Nekoi MCP
Judges Claude Code by its own transcript, and stops the attempt at the point of intent - not after the fact. A hook and MCP server in one Go binary.
Game Analytics Agent
Game telemetry analyst agent: plain-English questions over player data, automatic anomaly sweep (retention, funnel, economy, crashes, A/B), HTML reports. Seeded-issue eval harness…
Webdocs MCP
Crawl, index, and hybrid-search documentation sites; served to LLM agents as an MCP server. FastAPI + DuckDB + BM25/embeddings, fully offline-testable.
Tabicl MCP
Free Claude MCP server for TabICL — tabular ML predictions, explanations and shareable reports
Project AI
Self-hosted second brain for a codebase: Neo4j knowledge map built by AI, RLM task briefs from meeting notes, generated Claude Code plugins
Deploy Gate Agent
A change/deploy-gate MCP agent built with Theodosia: ordered gates, a health gate, an audit trail, and a call to a filesystem MCP server.
Verified Unreal MCP
A verification layer for AI agents driving Unreal Engine 5.8: Claude has to PROVE a change works with evidence (fresh-process reads, validated screenshots, 3-source verdicts) inst…
Agent Honeypot
Defensive deception framework for autonomous LLM agents: synthetic MCP tool servers, 24-dimension fingerprinting, digest-only capture, counterexample-driven lure evolution, audite…
Finance MCP Server Ko
Finance MCP Server (한국어 버전) — DART(정형 데이터), Toss증권(실행 계층), Telegram(비정형 애널리스트/투자자 의견)을 하나로 합친 MCP 서버
Domaintome
Lore — living knowledge graph for software projects (MCP-backed)