MCP servers tagged llm
10K live MCP servers tagged "llm", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm.
Geo Audit Master Prompt
Reproducible Master Prompt to audit and implement GEO (Generative Engine Optimization) across ChatGPT, Gemini, Perplexity, Claude and AI Overviews — vibecoding + multi-LLM orchest…
Agent Vps Lite
Free safe autonomous-agent loop for a VPS (hard spend cap + kill switch). Upgrade to the full Agent-VPS Starter Kit.
Des
MCP-DES: Model Context Protocol for Discrete-Event Simulation
Nuxs
Up to 99% token savings on AI agent context. Free. Provider-agnostic (Claude, Cursor, Codex, Cline, any MCP agent). 91.62% over 626.8M auditable tokens. Try: nuxs.ai/playground
SystemWright
Stop writing better prompts — design the system that runs them. A cross-platform Agent Skill (Claude Code · Codex · Gemini · Cursor) that turns a vague goal into a reusable AI wor…
Morphix
Multi-agent orchestration platform for AI-assisted software engineering — desktop GUI, 5 agents, 12 tools, 4 workflow strategies, PostgreSQL schemas per workspace.
SchoolMind AI Documentation
SchoolMind AI is an enterprise-grade school management platform built on a modern Model Context Protocol (MCP) microservices architecture. Deployed as a monorepo of independent No…
Monogram
Share-to-knowledge PKM with a five-stage LLM pipeline, Git-backed Markdown, dashboard, retrieval, and MCP.
Graph Context Protocol
Graph Context Protocol (GCP) — a TypeScript protocol + SDK for role-gated context sharing between AI-native apps and autonomous agents. Local ownership, read-first, interoperates…
Balancelab
Economy balance analysis and exploit detection for AI game agents
Shadowell
AI Agent and quant systems builder with 9 years of big-data engineering experience across PB-scale DWH, streaming, and reliable delivery
AI Agent Labs
Repository of labs and experiments focused on AI Agent Engineering, multi-agent systems, and intelligent automation using LLMs, MCP, and modern architectures for autonomous agents.
Eap MCP
EAP MCP Server: Spring AI MCP tools exposing trading operations for LLM integration
Rest Gateway 1771916148 2
Provide a RESTful API gateway that manages authentication and enforces rate limits for secure and controlled access.
Io Net
io.net — independent third-party profile of a public API surface, by API Evangelist. io.net is a decentralized GPU network for AI compute, built on Solana, that aggregates idle co…
LLM Portability Demo
Zero-dependency provider-portability packages for OpenAI-compatible agents working together end to end. Runs offline.
Techlab AI Portfolio
AI Engineering Portfolio — TechLab AI Framework: hybrid RAG, MCP servers, multi-agent pipeline, human-in-the-loop governance
AI Team Hub
Local project management where AI agents are team members — a planner designs, a coder implements, a reviewer verifies with evidence, all talking to each other while they work
EosBot
AI Agent Engineer · LangGraph · MCP · Multi-Agent Systems · Kubernetes · Python
Microagency
An MCP gateway that keeps credentials, datasets, and tool clutter out of your LLMs context. Works with any MCP client.
Dvah
DVAH — Damn Vulnerable Agent Harness: a patch-the-runtime security lab for AI-agent platforms. Exploit a real architectural bug, trace it, patch the harness, and prove the securit…
Vscode LLM Assistant
Приватный BYOK AI-агент для VS Code — чат, inline-правки, автокомплит и ReAct-агент с инструментами, MCP и мультиагентной оркестрацией
Fayna Rag MCP
Local knowledge base with RAG and MCP server
Context Atlas
Local-first, evidence-backed project memory for developers and coding agents
AI Engineering Stack
Field-tested AI-engineering toolbox — the models, MCP/agent infra, RAG, voice, and app stack I build and ship with.
Multi Agent Coordination
Local multi-agent orchestration: three AI agents coordinating through one shared memory store
Open Insight
One File, Any AI. Local-first portable AI context compiler, CLI and MCP. 一个文件，连接任何 AI。
Agent Cn
国内 Agent 工具一键接入国产模型：官方直连、零中转、全中文、可自检。
Dsh Big Fat Whale Maid Adaptive
大肥鱼女仆长智能体，用风神与明神插件vibe而来，解决wsl与windows互通问题
AI Financial Scenario Analyst
Decision-support demo that separates language interpretation from deterministic financial calculations, with typed tools, audit traces, and regression tests.
House Rules
Standing rules for working with coding agents, plus the hooks and CI gates that enforce them. Vendored into every repo I work in.
PAL
A daily-driver AI agent runtime built solo: multi-process isolation pods (MCP/LSP/workflow), event-sourced task ledger, proactive scheduling, and multi-channel delivery.
Medallion Data Dictionary Rag System
RAG chatbot that auto-generates and searches a data dictionary over a Databricks medallion lakehouse, using Claude + Voyage AI + ChromaDB
Prompt Portability Linter
Catch vendor lock-in before it catches you.
Postgres Pilot
AI toolkit for PostgreSQL with MCP, reusable skills, and expert guidance for schema design, indexing, query optimization, and database operations.
Mdbrowse
Web-to-markdown compiler and terminal browser — a token-efficient, deterministic web surface for humans, LLM agents, and open-source intel work
Nexa
Team engineering automation agent orchestration platform — YAML workflows, governed tools/MCP, Rust modular monolith + React console
Verifiable Deep Research Harness
可验证的Deep Research Agent Harness，支持多智能体协作、长程检索、证据溯源、引用核验、断点恢复、多模态输入与可复现评测。Verification-centric Deep Research Agent Harness with multi-agent orchestration, long-horizon retrieval, e…
Mincode Vuln Arch
Minimal code generator + vuln auditor + architecture miner with a tamper-evident hash-chain vault. Zero deps. Agent-agnostic (CLI / pip / pyz / MCP / AgentSkills).
Forgeai AI Agents
ForgeAI — Autonomous AI Startup Platform | 8 specialized AI agents that transform a startup idea into production-ready code, architecture, security policies & docs | Built with Go…
Self Improving Agent Harness
An AI coding agent that fixes bugs in a sandboxed repo -- and a harness that learns from its own failures, writes guardrails against them, and proves with regression evidence they…
Secure Agent Starter
Starter for AI agents that never hold their own secrets: screen untrusted input and fetch API keys just-in-time with 1Claw. Part 1 runs with no account.
Smara Desktop
AI workspace assistant with real agent tools, local memory, skills & workflows — native Rust/Tauri, 100% local, cross-platform (Windows/Linux/macOS)
AI Manifest Standard
An open standard: one static /.well-known/ai-manifest.json that presents a website to AI models — read, docs, act, policy. Composes with llms.txt, MCP, OpenAPI. CC BY 4.0.
Portable AI Memory
Open-source, privacy-first memory layer for carrying your AI history across ChatGPT, Claude, Gemini, Codex, Cursor and other agents.
Agentic Course
A twenty-day course on agentic systems: nine architectural layers, a design method, and a practice track. Static Next.js + TypeScript + Tailwind + shadcn/ui. Course content is in…
Cardinal Ops
Multi-agent UofL student assistant: orchestrator/sub-agents, MCP tools, hybrid open/frontier model routing, and a trace-first Next.js dashboard
K8s Agent Secrets Hardening
Which Kubernetes controls actually protect an agent's LLM credential. RBAC, restricted Pod Security and token automount all on, and one file read still yields the key.
ProjectOS
A model-agnostic operating system for reliable, auditable, and self-improving AI-assisted projects.
Aimorsel
本地运行的文档结构化提取工具：PDF / Word / Excel / PPT / 网页 / 图片 → Markdown、JSON、HTML、纯文本。全程离线，文件不出本机。