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.
Agw Budget Guard
Per-key LLM spend budgets and model allowlists with agentgateway v1.5.0. Runnable locally, no provider API key needed.
Novel Engine
Local-first, inspectable novel writing workflow with LLM APIs, MCP, Codex, Claude Code and WorkBuddy support.
PrepPal AI
🤖 AI-powered DSA Interview Mentor built using Google ADK, Gemini 2.5 Flash, MCP, Streamlit & SQLite.
Openapi Anything
Agentic system: describe anything in natural language, get a deployed REST API wrapper with auto-generated OpenAPI + MCP tools
Day1 Hands On
End-to-End Test Automation Framework using Playwright, TypeScript, POM, GitHub Copilot, and AI-assisted development.
AI Experience Hub
A production-ready Python Flask platform for exploring multimodal AI capabilities through streaming chat, computer vision, image generation, intelligent agents, and extensible int…
Mcpaxe
🪓 Weigh your MCP config. Chop the context tax — audit the token cost of every MCP server & tool, find the ones you never use, and generate a slim config. Works with Claude Code, C…
Mtk
Universal token saver for AI coding agents: compresses every tool output (shell, MCP, Roblox Studio, grep, big files) before the model reads it. One Rust binary.
Kanbo
A Kanban board your AI agents drive through a CLI and an MCP server, while you watch and approve.
Macs Xval Go
MACS §5: dual-model cross-validation for subjective agent outputs — consensus/partial/disagree adjudication
Guia Claude Certified Architect
Guía teórico-práctica no oficial para la certificación Claude Certified Architect. Notebooks en Python que cubren Claude API, tool use, Agent SDK, MCP, Claude Code y salida estruc…
Bluffo Skill
Bluffo — the bluffing game for AI agents. Skill + Claude Code plugin + MCP config.
Reminis
High-performance, concurrent OS-LLM agent memory layer and DAG orchestrator in pure Go.
Winelab MCP
MCP-сервер к каталогу ВинЛаб (winelab.ru): поиск товаров, магазины, наличие, корзина и вход по SMS
Rag MCP Agent Demo
Reference RAG + MCP agent with a Text-to-SQL safety gate and an offline eval harness. Dependency-free, tested.
Alfred Platform
Self-hosted multi-agent AI infrastructure: an MCP server exposing 48 tools for agent-driven infrastructure management, a multi-provider LLM gateway over commercial and self-hosted…
N8n Multi Agent Secretary
Multimodal Telegram secretary routing to specialist agents over MCP — text, voice and image in, text and speech out
Bismuth MCP Godot
MCP-сервер для работы AI-агента с движком Godot 4.x: сцены, ресурсы, живой рантайм, скриншоты, LSP и мост к редактору
HelloSupport
Local-only multi-agent troubleshooting assistant: LangGraph agents, RAG (Chroma + reranker), MCP tools, guarded text-to-SQL, 4B vs 7B LLM benchmark on an 8 GB GPU.
Springofwinds Datasets
Synthetic datasets for MCP agent trajectories, function calling, and regulatory CoT
Rotoxy
Multi-provider AI gateway, account rotator, smart router, MCP registry/relay and agent-worker broker over Tailscale
Skill Gateway
Local skill intelligence layer — index, audit, relate & orchestrate the skills your coding agent already has. Zero deps, CJK-first, offline dashboard.
Eliot Memory Os
ELIOT Memory OS — governed memory, understanding and learning for AI agents. Local-first Rust control plane: canonical memory, Harness, Smart and Meta in one governed loop behind…
MockChatGPT
ChatGPT-lookalike chat app powered by the OpenAI Codex SDK — runs on your ChatGPT subscription (codex login), no API key. Agentic engine with streaming chat, web search, code inte…
Brainmem
Agent memory gated on surprise, budgeted on attention. Beliefs carry provenance and validity intervals, so you can ask what the agent believed, when, and on what evidence.
Sshi MCP System
Helps autonomous AI coding agents build projects more reliably — audited phases, real sandboxed tests, anti-mockup validators, MCP-native, tool-agnostic. AGPL-3.0 + commercial dua…
Bleurs
Ground truth for AI coding agents. Blocks the APIs that don't exist, serves the ones that do — one index, both directions.
Skill Tool
AI Agent Skill 蒸馏工坊 — 从各大平台（Claude Code / Cursor / GPTs / MCP / Dify / Coze）蒸馏高质量 skill，适配 Hermes Agent 格式。技能市场和高质量 AI Agent 技能集合。
Three Brain Knowledge Architecture
A tool-agnostic knowledge architecture that gives AI coding assistants persistent memory — a measured 60-95x context-token reduction. Includes drop-in CLAUDE.md / AGENTS.md templa…
Github Viral Marketer
Automate GitHub trending and distribution in 1 command.
Vaultify
Multi-tenant RAG and MCP document intelligence platform with secure PDF ingestion, tenant-isolated Qdrant retrieval, Groq-powered grounded answers, and a Flask web application.
Vision Kit
Make your AI agent a math tutor. Structured extraction of vectors, matrices & geometry from math figures, with dimension-consistency + geometric self-check. Vision plugins for Dee…
LLM Agent Runtime
Autonomous agent runtime: goal decomposition, an eight-provider LLM brain layer (anonymised council, MoA, jury, router), and a sandboxed executor with per-packet safety levels.
Websem AI Visibility Ado Romania Ro
Agent discoverability of Romanian brands and agencies: an ADO Score measurement of 130 domains, September 2026
Hangul Corruption Guard
한글 깨짐(Hangul corruption) 방지 훅 — LLM이 tool call 파라미터에 한글을 잘못 써서 「추천」이 「추첸」이 되는 문제를 저장 직전에 차단합니다. 인코딩·폰트 깨짐(mojibake)과 다른 문제. Claude Code · Cursor · Codex / Notion · Jira · Confluen…
Multiagent Study Tutoring Assistant
Multiagent system that turns a student's own course material into lecture notes, researched explanations, and study guide decks. Built for a Claude Cowork interface with isolated…
Ptes AI Agent ChatGpt
Framework de IA multiagente para evaluaciones de seguridad autorizadas bajo PTES, enfocado en OSINT, gestión de evidencias, validación, control de políticas y orquestación indepen…
Toolstrict
Lint LLM tool/function-calling INPUT schemas for strictness - loose schemas cause hallucinated/invalid arguments. Flags no-required, open additionalProperties, or untyped properti…
Context Loss Audit
Audit what your output compressor silently deleted: how much of the reduction was real noise, how much was signal. Turns a compressor's 'cuts 90%' claim into two honest numbers.
Event Driven Agentic Platform
A lightweight multi-tenant, event-driven Agentic AI platform prototype built with FastAPI, MCP, and an orchestrator-agent architecture, featuring tenant isolation, human approval,…
Materialmind
A local web workspace for running and reviewing AI agent sessions, including tool calls, subagents, MCP integrations, and command output.
Erpnext MCP Tools
Frappe App：ERPNext 的 MCP 服务端——OAuth 身份透传、权限感知领域聚合工具（多仓库存/物料组低库存/应收摘要）、白名单草稿写入与幂等审计
Secure Ubuntu MCP
Secure, hardened Model Context Protocol (MCP) server for safe Ubuntu system operations — policy-controlled file access, command execution, package search, and full audit trail wit…
Shuttle Stack
Local-inference layer for coding agents: your files are read by llama.cpp on your machine, not by your agent's context. MCP, rootless Podman, no egress, cited answers, measured.
Kori AI
Kori Desktop AI Assistant and Copilot Agent
Any2cli
Turn any MCP server (stdio/SSE/HTTP) or OpenAPI spec into an agent-friendly CLI, with built-in OAuth2 browser login. | 把任意 MCP 服务（stdio/SSE/HTTP）或 OpenAPI 文档变成 Agent 友好的命令行工具，内置 O…
Ashareapi Dsh Plugin
A股数据 API 官方 DeepSeek Harness 插件 —— 桌面端 / Web UI 输个包名即装，24 个 A股工具（行情 / K线 / 财务 / 资金 / 龙虎榜 / 板块 / 因子选股），免费工具无需 Key｜Official DeepSeek Harness plugin for the A-Share Data API — instal…
India Schemes MCP
MCP server exposing Indian government scheme data as tools — search, eligibility, deadlines. Works with Claude Desktop.
AI Ops Assistant
Back-office AI assistant for a service business. Tools over MCP; anything that changes data becomes an approval card, refunds need the owner, every decision is audited. Live: http…
Steam Scout MCP
MCP server for Steam market research: regional prices, reviews, player counts, store charts and news for AI assistants, no API key required.