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.
jtang613/GhidrAssistMCP
An native MCP server extension for Ghidra
Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP s…
Trpc Agent Go
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
Rulesync
A Utility CLI for AI Coding Agents
Tool UI
UI components for AI interfaces
Nest
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
Dexto
Agent harness and tookit for building AI agents and agentic applications. CLI and SDKs included
Sequentialthinking Tools
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.
MCP-Agent
Build effective agents using Model Context Protocol and simple workflow patterns
Learn AI Engineering
Learn AI and LLMs from scratch using free resources
Cipher
ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)
devflowinc/trieve
All-in-one platform for search, recommendations, RAG, and analytics offered via API
Awesome AI Agents
🤖 A comprehensive list of 1,500+ resources and tools related to AI agents.
Searchat
Search + Chat = SearChat(AI Chat with Search), Support OpenAI/Anthropic/VertexAI/Gemini, DeepResearch, SearXNG, Docker. AI对话式搜索引擎，支持DeepResearch, 支持OpenAI/Anthropic/VertexAI/Gemi…
Nocturne Memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memor…
Concierge
🚀 Universal SDK for building next-gen MCP servers
Solon AI
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFina…
Exstruct
Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.
MCP-PostgreSQL-Ops
🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis, bloat detection, lock/deadlock monitoring, autovacuum & schema inspection. No extensions…
Hayhooks
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
Deep Code Reasoning MCP
A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI
Aix DB
Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。
Docstrange
Extract and convert data from any document, images, pdfs, word doc, ppt or URL into multiple formats (Markdown, JSON, CSV, HTML) with intelligent structured data extraction and ad…
Agent Kit
AgentKit: Build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP.
Webmcp
Early WebMCP proposal / implementation - since evolved and worked on by much more capable folks that develop the web: https://github.com/webmachinelearning/webmcp
Alphaavatar
An Omni Real-Time Assistant for Everyone
Vibe
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
Python Utcp
Official python implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.
Echokit Server
Open Source Voice Agent Platform
Viper
Adversary simulation and Red teaming platform with AI
juspay/neurolink
The pipe layer of an AI nervous system — one interface connecting provider neurons to your application, across three inference types: generate, stream, and a calibrated decide (vi…
Octocode
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep unders…
Generator
CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their cod…
Decryptprompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
Coderunner
A local sandbox for your AI agents
Prism Insight
AI-based stock analysis and trading system
SDK Typescript
A model-driven approach to building AI agents in just a few lines of code.
joinly-ai/joinly
Make your meetings accessible to AI Agents
pab1it0/prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
MCP
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
Packmind
Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.
Nosia
Self-hosted AI RAG + MCP Platform
Haystack Core Integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
Distill
Context intelligence layer for LLM agents: persistent memory with write-time dedup, sensitivity tagging, conflict detection, and hierarchical decay. ~12ms. No LLM calls. MIT.
Siri Shortcuts
MCP for calling Siri Shorcuts from LLMs
Claude Prompts
MCP server for reusable prompt templates, multi-step workflow chains, and quality gates. Compose agentic workflows with an operator syntax; export as native skills to Claude Code,…
Hegelion
Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis)
Devtools
A modular MCP server that provides commonly used developer tools for AI coding agents
Go Utcp
Official Go implementation of the UTCP
Checkpoint
MCP Armor continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.