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.
Palette
Desktop application for managing Model Context Protocol servers (MCP). Provides a centralized interface to configure and manage MCP servers for use with LLMs and AI assistants suc…
MIRACLE API
🫀 SCMR 2026 Open Source Innovation Submission. MIRACLE is an open-source API that provides evidence-based reference values for cardiovascular magnetic resonance (CMR) measurements…
Cua Desktop Operator Skill
MCP skill that lets any AI agent operate a Windows desktop — clone-ready, model-agnostic, no cloud required
Spring Demo MCP Server Sse
A Spring Boot demo project for implementing Server-Sent Events (SSE) with an MCP (Message Control Protocol) server. Explore real-time data streaming and event-driven architecture…
Streamlit Langgraph
A simple and powerful package that leverages Streamlit and LangGraph to build interactive, multi-agent web interfaces
Zed MCP Server Basic Memory
Basic Memory MCP server integration, for Zed Editor's Assistant.
Eruka MCP
MCP server for Eruka — anti-hallucination context memory for AI agents
Opencode Mem
High-performance MCP memory server for AI coding agents. Rust, PostgreSQL, pgvector, hybrid search, hierarchical summarization.
GeiserX/pumperly-mcp
efficient routes, and find nearby EV charging stations. Docker image available.
Claude Oracle MCP
🔮 An MCP server for discovering skills, plugins, and MCP servers in Claude Code
Imago LLM Marketplace
AI Inference Gateway native to TON/Telegram: OpenAI-compatible API, TON micropayments, MCP server, Telegram Mini App
Co Op
Co-Op is local-first business management software for company planning, research, files, customer work, and operational decisions. The installed desktop app owns the business work…
Blink Skill
Enable AI to monitor your screen and provide proactive assistance based on your current activity using Claude Vision.
Veritas Vault
Local-first AI knowledge retention engine. Passively captures sessions from Antigravity and other AI tools, stores them in SQLite with RAG, and provides morning briefs, action ite…
rust-works/omni-dev
only nodes like panels, mentions, and layouts.
Langgraph Multi Agent
🤖 Production-grade Multi-Agent AI Chatbot — LangGraph + RAG + Web Search + Python Execution via MCP | Built with LangChain, Pinecone & FastMCP
Qobrix Crm MCP
Qobrix CRM MCP server — 64 tools, RESO DD 2.0. Connect Claude.ai, Dust.tt, Cursor, and other MCP clients to live real-estate CRM data. Modes A/B open source; Mode C/D via SharpSir…
Council Hub
Open-source MCP server for coordinating multiple LLM agents in shared rooms with persistent transcripts and semantic search
Deepseekhelper
A Codex plugin that exposes DeepSeek-powered MCP tools for supervised collaboration. Codex delegates, reviews, discusses, and verifies work with DeepSeek while keeping final edits…
kannajune/mcp-architect
architect`.
Ministr
Code intelligence MCP server for AI coding agents. AST-level codebase understanding — semantic search, symbol navigation, real reference graphs, and cross-language bridge detectio…
Ed Agent
A mission-swappable one-person dev army: one plain-English requirement to nine human-gated lifecycle stages, with squads that swap by domain (code, marketing, contract, regulated-…
Ancora
Rust-core agentic framework with durable journal, exactly-once replay, Ed25519 A2A identity, and MCP tool server. Bindings for Go, Python, TypeScript, .NET, and Java via C ABI.
Ccu AI MCP
CCU-AI-MCP: MCP-Server für OpenCCU/Homematic IP CCU. Ermöglicht KI-LLMs Zugriff auf Smart-Home-Daten und -Steuerung via konfigurierbarer HM-Skripte.
haiiibin/data-profiler-mcp
mcp`.
Hesi
Hesi (合思): Run any CLI in your browser — multi-session terminal, AI agent round-table, browser automation & MCP. Local-first, offline portable, MIT.
MathiasPaulenko/wavexis-mcp
actionable suggestions.
Relay MCP
Relay - open-source AI agent latency auditor. A local MCP server + CLI that finds, verifies, and fixes latency bottlenecks in AI agent and voice-agent codebases. No API key, no ba…
ForgeLab
The LLVM of design — a JSON IR + MCP server that lets AI agents create KiCad, FreeCAD & glTF files.
K8s AI
🧠 Tenant repository bootstrapped by k8s-infrastructure that contains the manifests for AI related applications
Harborclerk
An MCP server that lets AI agents query your document archive instead of uploading it — with OCR, hybrid search, and cited local-AI answers in a private, Mac-native app.
OneClickLM
The NotebookLM MCP server that actually works. Auto-healing auth, zero config, one command.
Sqlmind
SQL intelligence layer for LLM agents — phase-locked generation, property graph schema, 10 dialects, MCP server
Imessage Portal
Read-only MCP server for iMessage, reachable from anywhere over an embedded Tailscale tunnel with OAuth.
Nika Plugins
One Add teaches your agent Nika: skills, commands, hooks, an MCP oracle.
Rag With Chromadb
🗂️ Build a versatile MCP server with RAG capabilities, supporting multiple document formats using LangChain and ChromaDB for efficient data retrieval.
AI Mind Map
🧠 MCP Server that reduces AI coding agent token usage by 80-99%. Knowledge graph + persistent memory + smart compression for Claude, Cursor, Copilot, and any MCP-compatible agent.
Personal Understanding
Evidence-chain memory for AI agents - verbatim-first, auditable, anti-fabrication. Tell your story once, recall it with proof. Local-first skill + MCP server for Claude, Codex and…
Screen Use
browser-use, but for the entire desktop — give any AI Agent eyes and hands on Windows. MCP + SDK, VLM-optional, with visual loop, introspection and meta-learning.
Memgw
Shared long-term memory for AI coding agents — one local store for Claude Code, Codex CLI, opencode and anything that speaks MCP. SQLite + FTS5, no vector DB, $1-3/month.
MemGuard
Stop AI agents from confidently using stale facts. MemGuard validates memories in Mem0, Zep, Letta & LangMem against reality — trust scores, quarantine, tamper-proof audit trail,…
Cursor MCP Bridge
Let any AI agent (Claude Code, Codex, Gemini/Antigravity) delegate to the Cursor CLI agent via MCP: cheap/fast coding tasks, codebase exploration & web lookup — with model + effor…
Deepcrew AI
Async multi-agent AI library for Python — self-improving agent loops, APEX synthesis, bounded agent spawning, multimodal input, and true token streaming across 100+ LLM providers.
Suber Agent Team
MCP server that offloads Claude Code sub-agents to a cheap model (Haiku / any OpenAI- or Anthropic-compatible API) - run 20-100 parallel agents for fan-out, map-reduce & research…
Walmart MCP
Walmart MCP Server: Connect AI agents (e.g. Claude Desktop, Gemini CLI) to Walmart via Model Context Protocol. Real-time product search, item lookups, stock, customer reviews, sto…
Scorekeeper
Commitment tracking for LLM agents — a normative overlay that gives long-running agents a scoreboard of their own commitments, not just a memory of what happened.
Tabletop Simulator MCP
Local MCP server for observing and safely controlling Tabletop Simulator
3ngram
Persistent, typed memory for AI agents — open-source MCP server, REST API, SDK, CLI, worker, and self-host backend.
AgentInterdict
AgentInterdict — runtime enforcement for autonomous AI agents. Trust context. Verify authority. Interdict unsafe action.
Invar
From AI-generated to AI-engineered code. Guides AI agents to write verifiable code through contracts and structured workflows.