MCP servers tagged llm
9.6K 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.
Attio MCP Server
✨ Attio MCP Server
Mnema
🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.
Uplinkcrate
UplinkCrate: self-hosted multi-server MCP (Model Context Protocol) gateway with Bearer token auth, powered by MCPHub and Caddy. Streamable HTTP/SSE access to filesystem, fetch, Gi…
Log Essence
Intelligent log analysis for LLMs - extract patterns, redact secrets, compress, CLI, Web UI, and MCP server.
Scanner
Security scanner for MCP servers. Detects prompt injection, permission issues, and tool shadowing in Claude Desktop, Cursor, Windsurf, and other AI tools.
Okforge
A local-first LLM knowledge-base engine that compiles documents into an OKF-conformant, citation-backed wiki
Pinakes Rs
Self-hosted knowledge service for AI agents: an LLM-maintained wiki and a business graph, searched in milliseconds, far faster than RAG, with no LLM or database on the read path.…
Mysql MCP
Secure MySQL MCP Server with Clean Architecture. Enables AI assistants (Cursor, Copilot, Cline) to safely interact with MySQL/MariaDB databases, featuring RBAC, audit logging, and…
Seshat Runtime
Open-source Go agent runtime for autonomous AI systems and multi-agent automation. MCP, RAG, 15+ LLM providers and 60+ built-in tools in a single binary.
Skarn
A fast, OS-sandboxed Model Context Protocol gateway with an embedded Code Mode engine and shell-output token compression, in a single Rust binary.
Unreal Engine MCP
Drive Unreal Engine 5 from an AI agent — MCP server over the Remote Control API and in-editor Python. No C++ plugin to compile.
ShieldMCP
Transparent MCP security proxy: tool metadata integrity, call validation, and response analysis. Apache-2.0.
Lucid
Voice to structured notes and diagrams. Talk, and a local model builds the headings, lists, tables and diagrams while you think, then typesets a PDF. Hands-free or one-handed with…
RLHF
Production-grade RLHF & post-training pipeline built from first principles in PyTorch. Features causal transformers, LoRA SFT, Bradley-Terry reward modeling, DPO, IPO, PPO with GA…
Agentia
面向应用开发的声明式 agent 服务开发框架：装饰器 + DI 声明四类能力，主 agent 编排执行；每次 run 产出结构化结果与可观测调用树（trace、成本、指标），交付可直接上线的服务。
Capgate
Capgate — runtime authority boundary for autonomous AI agents: the agent proposes, the harness authorizes, the executor acts. Deny-by-default policy, non-transitive delegation, ta…
Inspector
Nette application inspector via MCP protocol
Akili
Open-source platform for orchestrating, governing, and safely automating AI agents across your infrastructure.
Agentic Plugins
Public Claude Code plugin marketplace — installable skills and agents for AI coding agents. Drop-in capabilities you add with one command.
Ima MCP Server
IMA (ima.qq.com) knowledge base MCP server - search, browse, read notes, and add content to your IMA knowledge bases from any MCP-compatible agent (Claude Desktop, Cursor, Cline,…
Websense MCP
WebSense MCP 2.0 — non-vision browser automation in 7 tools: browse, find, act, read the diff. Trusted input, same-origin frames, and a cached diff of every action. No screenshots…
AMP
Agent Memory Protocol — 插件化、即插即用的跨 Agent 记忆引擎，让记忆跨工具共享与继承 | Plug-and-play memory engine for AI agents
Aether
Evidence-driven AI development workbench for model evaluation, project context, and controlled agent execution.
Demo
Demo MCP server showcasing Tools, Resources, and Prompts — built for presentations with Claude Desktop support
Maker
MCP Maker - MCP server generator. Connect Claude, Cursor, ChatGPT, Grok & DeepSeek to PostgreSQL, MySQL, MongoDB, Airtable, Notion + 13 data sources. Zero code.
08 AI Business Agent
An AI agent that investigates real business questions using a real SQLite database and a real MCP server — evidence-grounded reports, not chatbot guesses. Week 8 of a 90-day AI En…
Library MCP
MCP server that automates library music-room booking — Clean Architecture, Selenium scraping, exposed as tools for AI assistants
Instagram MCP
MCP server for the Instagram Platform (Meta Graph API) — 28 professional-account tools (publishing, insights, comments, discovery) for LLM agents.
Devmemory
🧠 Persistent local-first memory for AI coding agents — MCP server + CLI for Claude Code & Cursor. SQLite FTS5, secret redaction, project isolation.
Ziplex
A tool that converts local projects into structured contexts that AI can understand instantly
Awesome Agent Harness
Agent = Model + Harness — the bilingual (EN/中文) curated list on harness engineering for AI PMs and agent product engineers: context, tools/MCP, skills, memory, evals, teardowns. A…
Agent Skills Collection
204+ curated agent skills across 15 dev workflow categories. Multi-tool ready (Claude Code, Codex). Bilingual EN/CN. Sourced from 17 official + community repos.
Ovat
OVAT: OpenVINO Agentic Toolkit for AI PC. One YAML file and one command give you a tool-calling AI agent on Intel CPU, GPU and NPU.
Awesome Hermes Agent
A curated list of skills, plugins, tools, integrations, and resources for Hermes Agent by Nous Research
Mininaru
An LLM harness in one Go binary
Ignite
The only AI coding app you'll need. Run agents in parallel. Hand off tasks that come back as pull requests. Draw on screenshots to show exactly what's wrong. Native macOS.
FailGate
The acceptance layer for bug fixes: a failing test sealed for every bug, then used to grade every PR that claims to fix it — human or AI agent.
Zipply
Zipply - Simple Ai Agent
Nexus
Nexus — AI Coding Agent Desktop App. Free, local, open source. Actually builds things — not just chat about them.
Mtg MCP
An MCP server for Magic: The Gathering card data
Hmharness
为鸿蒙 (HarmonyOS/OpenHarmony) 开发全流程而生的自进化智能体框架——零依赖内核、自进化一等公民、MCP 生态借力、模拟器与工具链无头全控。Self-evolving agent framework for the full HarmonyOS lifecycle.
Icode Skill
AI coding workflow for Claude Code, Codex and CodeBuddy: ticket-based development, resumable steps, evidence-based verification and independent multi-model review. AI 编码工作流：工单管理、断…
Codegraph
Token-efficient code knowledge graph for AI coding agents — type-checker-accurate call graphs for Go & TypeScript/JS, served over MCP.
Community
reShapr Community repo
MCP
DJHQ smarty pants
Agent Skills
A reusable skill library for building capable, modular AI agents.
Kubeswarm
Kubernetes operator that manages AI agents as first-class resources
Galyarder Route
Self-hosted routing layer for model and agent traffic. Derived from OmniRoute.
Jebat Core
JEBAT v8.2.1: sovereign AI workstation with a self-hosted WebUI, governed agents, persistent memory, and workspace MCP.
Claude Guide
A beginner-friendly guide to actually using Claude Chat, Claude Code, skills, subagents, and real project workflows.