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.
Vesta
Agent Harness for long-running agents that remember, continue, and learn from real work.
Mychatarchive
Local-first AI memory archive. Import ChatGPT, Claude, and Grok exports, generate semantic embeddings, and search via MCP server. Zero cloud, zero cost.
Cap Evolve
Optimize any AI agent’s skills, tools/MCP, and prompts against your own evals.
MyAgent
从零实现的通用 Agent Runtime：Agent Loop、权限、MCP、子 Agent、上下文折叠与 Skills 自进化
Subagents Pydantic AI
Subagent Delegation framework for Pydantic AI, enabling nested subagents that can spawn their own specialists on-the-fly, with smart sync/async/auto mode selection, runtime agent…
Kimi Code MCP
MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs. Session caching, parallel agents, TypeScript.
ChatCrystal
Crystallize knowledge from AI conversations. Import from Claude Code / Cursor / Codex CLI, summarize with LLM, search by semantics.
LLM Wiki Kit
Stop re-explaining your research to your AI agent. Persistent, LLM-maintained wikis that compound over time. Drop PDFs, URLs, YouTube - your agent remembers forever. Based on Karp…
Aria
Swift agent runtime for Apple platforms. Keeps tools, skills and history inside the 4,096-token on-device window, so connecting an MCP server doesn't break the turn. FoundationMod…
SwarmLLM
Decentralized peer-to-peer LLM inference network. Single Rust binary, BitTorrent-inspired incentives, OpenAI-compatible API.
Sparky
🔒 Your private AI assistant, 100% local on Windows: chat, vision, documents (RAG), web search, images, videos with sound, voice, code projects, MCP tools — one-line install, model…
Gutenberg CLI
From any API surface to verified AI agent tools: Go CLI + MCP + skills + SQLite + policy + proofs.
Gcf
The AI-native wire format for structured data. 100% comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ lossless round-trips across 17 formats. Spec v3.5.1…
Rikkahub Agent Pure
RikkaHub Agent · Pure — an Android AI agent that survives long runs. Independent hardening pass on the rikkahub on-device agent: usage ledger & budgets, on-demand tools, expert su…
Awesome AI Agent Incidents
A curated corpus of incidents, attack vectors, failure modes, and defensive tools for autonomous AI agents.
Kaimon.jl
MCP server giving AI agents full access to Julia's runtime via a live Gate — code execution, introspection, debugging, testing, and semantic search
Deskdrop
Android keyboard with local AI (Ollama, Whisper, MCP) or cloud (Gemini, Groq, OpenAI)
Memory-Plus
Memory Plus - SVM (Structured Visual Memory) + Zettelkasten sync integration
Code Hacker
Code Hacker - VS Code Custom Agent + Web + TUI
Agent Zero To Hero
Build a Claude-Code-shaped agent harness from scratch. 7-week course, 20 chapters, ~5,000 lines of Python, 42 tests, 3 LLM providers, no frameworks.
Jazz
Jazz is a powerful CLI that lets you create autonomous AI agents with real-world capabilities.
LLM Engineering
🤖 LLM Engineering Roadmap — Complete Developer Guide
Aetox Harness
Aetox — the best harness for the AI you already use. A local-first AI agent for Windows: any model (OpenAI, Anthropic, Gemini, Ollama and 31 providers) works on your files, code,…
Rekal
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
Simple LLM CLI
Easily pipe anything into an LLM
Browsegenie
AI Agent which can do any kind of Browser Automation Task & Web Scraping, just using a single prompt!
Isnad
Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines
Daidocs
Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM mo…
Use CLI
mcp-use powered CLI to connect to any MCP server with any LLM, from your terminal
Ankaloop
Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.
Chief Of Staff 2
An AI chief of staff in plain markdown, in an Obsidian vault. It tracks your calendar, commitments, and rules, and hands you a morning brief. Version two: torn down and rebuilt sm…
Awesome Agent Observability
Maps: curated list of agent observability tools, standards and platforms (OTel GenAI, tracing, evals, guardrails, MCP)
IDAssistMCP
Standalone MCP server plugin for IDA Pro.
Ingot
A statically typed language and compiler for AI agents. Write once, verify statically, compile to a portable Agent IR.
Stata Code
Agent-native Stata bridge for empirical research — run DiD/IV/RDD and publication-ready tables from Claude Code, Jupyter, or VS Code on one token-economy result schema, with Stats…
Zhuling
ZhuLing — Zero-config AI Agent framework for Java. One YAML to launch Agents on Spring AI + DDD, with MCP tools, full observability and a ReAct core. Ai Agent 快速开发框架
OpenEdit
AI-native video editor driven as a local MCP server. Linux + Windows: ingest, transcribe, edit graph, melt/ffmpeg render, QC.
Scallopbot
Self-hosted personal AI assistant with MCP-native, bio-inspired memory. OpenClaw-compatible skills. LoCoMo F1 0.48 vs 0.38.
Felix
Felix — single-binary AI agent gateway. Multi-provider LLM, persistent memory, MCP client, runs entirely on your hardware
Web Scrape
🚀 mcp-web-scrape — Clean, cache-aware web content fetcher for AI agents. Fetch any URL → extract readable content → return Markdown/JSON with citations. ⚡ Fast caching, 🤝 robots.t…
Gaios
Open-source AI Operating System (AIOS) blueprint for Claude Code & Codex — turn any agent into your personal second brain + Chief of Staff: skills, self-verifying workflows, a sec…
Synkora AI
Open-source AI agent platform for building, deploying, and managing AI teammates. Role-based agents (PM, Engineer, Support, Marketing) with custom tools, knowledge bases, and 50+…
Memories Off
把这些记住，帮我早点下班
Jevbridge
ACP and MCP adapter that bridges TypeSafe Jev with any LLM — computer use and typed decisions alongside Codex, Claude, Grok, and OpenCode.
Jev Judge MCP
Typed judgment tools for MCP agents. TypeSafe's Jev model as verify, screen, find, classify, rerank, decide, compare, extract, review, gate, and score: the model judges, policy de…
Alter Zero
RAM efficient terminal agent harness for coding, cybersecurity, and automation.
Reprompt
Analyze what you type into AI tools — prompt scoring, agent error loops, leaked credential detection. CLI + MCP server for 9 AI tools.
Touchpoint
Give your AI agent eyes and hands on any desktop — cross-platform accessibility API with MCP server
Slurp
Token-budget-aware graph navigation for AI coding agents. Serve exactly the noodles your LLM needs. 🍜
JeikCode
Native Code Graph · Extreme KV-Cache · Cross-Platform All-in-One Agent (TUI, WebUI, Desktop) | 原生代码图谱 · 极致缓存 · 跨平台全能型 Agent（TUI / WebUI / 桌面）