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.
Code Review Agent MCP
AI code review agent MCP server. Reviews code like a kernel maintainer: blunt, technical, no sugarcoating. Detects bugs + OWASP Top 10 security vulnerabilities. 4 harshness levels…
AI Assistant Eduflow
Production-ready multi-agent AI assistant with RAG, MCP server, and CRM integration. Reference implementation. Telegram/MAX Messenger, Bitrix24, ChromaDB, OpenAI/YandexGPT. 170 te…
Crewai MCP Lead Gen Agents
AI agent crew that generates qualified B2B lead lists with enriched contacts and personalized outreach using CrewAI + 5 MCP servers + Google Gemini.
Docrag
AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-demand with vector embeddings and smart web scraping.
Icinga
Model Context Protocol (MCP) server for Icinga 2 Core, Icinga Web, Icinga Director and the Linuxfabrik monitoring-plugins catalog.
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
Master Workflow
Multi-agent orchestration loop: worker → cross-model reviewer → score ≥ 9. Ships as an MCP server, agent skill, and CLI. Supports Codex, Grok, Claude, OpenCode, and Kimi.
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,…
Enterprise Agentic AI Platform
Multi-tenant control plane for enterprise AI agents: onboarding a new assistant is a configuration change, not a deployment. Shared runtime for retrieval, orchestration, conversat…
Frontend Inspo MCP
Local MCP server that lets AI coding agents (Claude, Cursor, Kiro) discover and pull real frontend code & UI components from FreeFrontend, shadcn/ui, Magic UI, Aceternity UI, Reac…
Academic Tools MCP
MCP server giving LLM agents lean, identifier-routed tools to look up, read, and cross-reference academic papers across 7 providers (OpenAlex, arXiv, bioRxiv, ACL Anthology, Cross…
Vinga
Conversational AI. Sweded. A self-hostable home for voice agents: mix and match the LLM, voices, and MCP tools that fill every stage, spoken through small ESP32-S3 boards.
Public Apis MCP Server
MCP server giving AI agents instant access to 1,500+ free public APIs — search, probe, and generate code snippets
Gcf Python
GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.
Aura Tracker Gcp
The self-hosted GCP intelligence engine that explains architecture, investigates failures, and predicts change blast radius—with every conclusion tied to inspectable evidence.
Browser Integration MCP
Control a dedicated Chrome, Edge, or Vivaldi browser profile from Claude Desktop using this secure MCP server with Chrome DevTools Protocol support.
Realm9 AI Agent
Multi-layer AI agent system for intelligent infrastructure management. Features AI Terraform code editor with BYOK (Bring Your Own Key), Model Context Protocol (MCP) server with…
Furl Ctx
Context compression for AI agents — cut token usage costs with retrievable CCR compression. Rust core + Python API, Claude Code & Codex plugin, MCP server. PyPI: furl-ctx
UnrealMCPToolkit
Control the Unreal Engine 5.8 editor from any MCP client / AI agent — execute_python & execute_console_command tools for Epic's Model Context Protocol server
AI Tools Config Reference
Config path reference for Claude CLI, GitHub Copilot, Codex CLI & Gemini CLI — Prompts, Skills, MCP
Hirara
Self-hosted toolkit of tools for AI agents & LLMs — web search, PDF, OCR, Office, sandboxed code execution. Python SDK + MCP, no API keys.
HowYouSeeMe
World perception system combining computer vision models and systems like YOLO, SLAM, Segmentation, VLMs etc into a unified World State Summarizer Interface MCP
Wukong
AI Agent CLI for developers. Multi-LLM, context injection, ReAct & MCP
Theokit
The full-stack TypeScript framework for AI agents. An agent is a file: drop it in agents/ and it gets an HTTP route, token streaming, human-in-the-loop approvals and a typed clien…
Shipfast
Autonomous context-engineered development system. 5 agents, 17 commands, SQLite brain. 70-90% fewer tokens. Works with Claude Code, Cursor, Codex, Gemini, Windsurf + 9 more.
Graphsift
Token Saver for Claude, GPT-5 & Gemini. 80-150x code context reduction, F1 0.85. AST dependency graph, ranked context selection, 19 CLI compressors, MCP server, agent memory. Save…
Spond No Match MCP
An MCP server for managing kids' sports activities on Spond. Built for parents who want to give AI assistants access to upcoming matches, training schedules, and attendance — so y…
Grom
BYOLLM. AI coding assistant for VS Code that runs on your machine — agentic, private, zero friction.
Clanker
Self-improving AI agent harness in Zig 0.16 — gated self-patch loop, sandboxed WASM tools, CLI + web UI
Noshy
Provide persistent knowledge storage for AI agents using ICM and MCP standards to manage facts and memory graphs across sessions.
Memory V3
Brain-inspired persistent memory for AI coding assistants. MAGMA multi-graph, 3-stage retrieval, ACT-R + surprise scoring, constitutional governance, sleep consolidation, self-lin…
Self Improving Agent
Terminal coding agent that executes tools (real think>tool>result loop with confirm + undo, MCP tools in-loop) and rewrites its own system prompt from feedback with metrics + auto…
Mind Palace
Persistent, searchable knowledge base for Large Language Models
Logslim
Structured CI failure summaries on PRs + compact test/build logs for AI agents. GitHub Action, CLI, MCP.
Horsie
An open-source managed agent harness: bring your own key and runtime.
Repoforge
Generate technical docs and AI agent skills (SKILL.md, AGENT.md) from any codebase — model-agnostic, monorepo-aware
Powerbrain
🧠 Open-source context engine that feeds AI agents with policy-compliant enterprise knowledge. MCP-native, GDPR & EU AI Act ready, self-hosted.
Neurox
Persistent memory for AI coding agents — your agent stops forgetting between sessions. One Go binary, one SQLite file.
Tech To Pm Translator
MOVED: now the tech-to-pm plugin in github.com/mshadmanrahman/pm-pilot. Install: claude plugin install tech-to-pm@pm-pilot
Portfolio Copilot
An AI-powered portfolio analysis assistant for Zerodha Kite users, built to learn MCP + LLM + RAG + Agentic AI fundamentals
HyperTrade
基于通用自主进化内核 (ARC) 的生产级受治理量化交易研究 Agent Runtime，具备 MCTS 搜索、红蓝博弈、归因反思与模拟盘自动上线孵化能力。
Kickoff Spring AI
Hands-on Spring AI tutorial, themed as a World Cup 2026 fan assistant: 16 modules from chat clients to RAG, guardrails, and evaluation.
Cqfi
Have an LLM control QuantLib, the cache, your databases and any plug-in tools. Includes evaluator framework and an Excel/LibreOffice API in https://github.com/FulgentMcGuffin/cqfi…
Test Framework
A pytest plugin for testing MCP (Model Context Protocol) servers
DuckTap
Tape any API to your agent in one command. CLI factory for AI agents — prints Python CLIs, MCP servers, and skills from any OpenAPI spec, HAR file, or website.
Hacking Buddy MCP
Hacking Buddy MCP is a proof-of-concept MCP Server showing how AI can be leveraged in security operations/engagements.
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…
Sol Chad MCP
Use AI + MCP to monitor your SOL wallet, check market indicators. All by just chatting.
Aingle
The verifiable memory cortex for AI agents: a semantic graph and vector search with zero-knowledge provenance.
Devlog
Persistent memory system for AI-assisted development