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.
Polymarket MCP Server
Polymarket MCP server — give Claude (and any MCP client) read-only access to Polymarket prediction markets: search markets, order books, price history, trader activity, and the re…
CLI
Observability dashboard for MCP servers — record, replay, and debug every tool call with latency tracking, error traces, usage analytics, and real-time diff comparisons.
Loki
An MCP server to easily search and retrieve logs from Grafana Loki
Guardrail
A firewall for AI agent tool calls. Wrap any MCP server in one command and block dangerous actions before they execute.
Geocontext
An experimental MCP server providing spatial context for LLM.
Gemini Grounding
Minimal MCP server for Google web search via the Gemini API with grounding, inline citation markers and a token footer.
Latch
Latch MCP host — connect to MCP servers as tools, with a per-tenant SSRF allowlist and vault-brokered auth.
Cob Shopify
Production-grade MCP server and CLI tool for Shopify Admin GraphQL API
Claude Code Kit
TypeScript toolkit for Claude Code development — tool-integrated hook types with a runner plus a types generator for MCP tools and subagent state saving
Server
Neuranix MCP Server — autonomous persistent memory for IDE AI agents (Cursor, VS Code, Claude Code, Windsurf)
MCP
Model Context Protocol tools for better-compute: pools, capacity, GPU reservations and node status for AI agents, gated by better-iam.
MCP
MCP server for all Pullwish SDK packages — gives AI assistants full knowledge of @pullwish/error-tracker, @pullwish/feature-reporter, @pullwish/site-manager, @pullwish/i18n, and @…
MCP
MCP (Model Context Protocol) integration for Halo AI SDK — connect to MCP servers and use their tools with cache-first agents
AI Model Advisor
An intelligent Model Context Protocol (MCP) Server that acts as an AI model advisor. Compare LLM and media pricing, features, and quality across 1,000+ models from OpenRouter, fal…
Model Context Protocol server for the Pinterest API v5. Complete, catalogued coverage with every excluded endpoint explained.
Context Optimizer
Deterministic, local-first context optimization SDK and MCP server for AI coding agents. No cloud, no AI models, no telemetry.
Mercadolivre
MCP server for the Mercado Livre API — 42 tools for sellers: listings, orders, shipping, messages, claims, metrics, ads
Bigbud
No description published.
Roslyn MCP
No description published.
Kontext Brain Ts
No description published.
ContextFS
Universal AI Memory Layer - Cross-client, cross-repo context management with RAG. Works with Claude Code, Claude Desktop, Gemini CLI, and any MCP client.
Rector
No description published.
Mcpfabric
Control and observe a running Minecraft: Java Edition game from AI agents over MCP (Fabric and NeoForge, 1.21.1+)
Memvault
给编程智能体的本地长期记忆：一个 SQLite 文件 + 16 个 MCP 工具 + REST / CLI / 可视化控制台，零 Key 可用、完全离线。 | Local long-term memory for coding agents: one SQLite file, 16 MCP tools, REST + CLI + dashboard, no…
Codebase Memory
Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware te…
AgentRecall
Agent memory in a single SQLite file — no vector DB, no server, no cloud. Python lib + MCP server + CLI.
Deepseek Harness Handbook
Agent-first, multilingual handbook for DeepSeek Harness: quickstarts, architecture, safety, troubleshooting, and production recipes.
Dynolab
Dyno Lab — an AI safety, alignment and interpretability research workbench for Apple Silicon. Explore activations, probes, SAEs and interventions with local inference, a Python SD…
AI Surface
Find and govern the AI surfaces in your application code at PR time. Free, OSS, runs offline.
ypollak2/llm-router
routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live web dashboard.
Conch Agent
🐚 The AI assistant that just works. One self-hosted app for every model you already pay for: Claude Code, Codex, Copilot, Gemini, Ollama and more. Chat from your desktop, phone or…
Pensyve
Universal memory runtime for AI agents. 8-signal retrieval, multimodal memory, spaced-repetition decay, and procedural learning. Rust core with Python, TypeScript, Go SDKs + MCP s…
MikkoParkkola/mcp-gateway
config).
Mcd Omni Assistant
麦当劳 MCP 全能助手 | 全覆盖 35 个工具 · 7 大工作流 · 14 条防错铁律 | 领券 / 点餐 / 外送 / 派对预约 / 积分到期止损，附零依赖 CLI 通道
Hermescraft
Embodied AI companion for Minecraft — persistent memory, vision, learning, multi-agent. Built on Hermes Agent.
Jev Use
Claude Code / Codex / pi plugin that hands agent steps needing no text output to Jev (TypeSafe's judgment model) — measured p50 ~230 ms and ~$0.02 per 1,000 judgments, with typed…
AI Memory MCP
MCP server giving Claude, ChatGPT and any AI assistant long-term memory: 100% local semantic search over your conversation history. No cloud, no API keys.
Tutor MCP
An open-source MCP server that turns any LLM into an Intelligent Tutoring System. 50 years of cognitive science, MIT licensed.
Open Dynamic Workflows
Open-source dynamic multi-agent workflows for AI coding agents - the script-as-orchestrator engine behind Claude Code dynamic workflows & ultracode, for OpenCode, Codex, Antigravi…
jmrplens/gitlab-mcp-server
only and safe modes.
Awesome AI Agent Tools
Open dataset of 600+ AI agent tools (frameworks, MCP servers, coding agents) ranked by GitHub activity. JSON + CSV, updated weekly from agentoolrank.com.
Genesis Agent
Self-aware cognitive AI agent that reads, modifies & verifies its own code. Autonomous planning, episodic memory, emotional state & MCP integration. Runs on Claude, GPT-4 or Ollam…
Awesome China MCP
Curated index of MCP servers for Chinese apps — connect your AI agent to 高德地图, 12306, 小红书, 飞书, 语雀, A股 and more. The open-source 'Composio for China'.
Obsidian LLM Wiki
Convert your Obsidian markdown vault into a six-persona MCP team for local LLM tools to provide cited, accurate insights.
VLS 32M Context Local LLM
Give Claude Code, Codex and opencode a 32M-token memory that never leaves your machine. Local LLM server (MCP + OpenAI API) that runs any GGUF model with a context far larger than…
BurnRate
⚡ Terminal HUD, hard budget breakers & prompt-cache leak alerts for AI coding agents (Claude Code, Cursor, Codex)
Claude Code Lens
Local monitor for Claude Code API traffic, logs, prompts, and tools
Ultrametric
The open startup repo — everything a founder (or their agent) needs to start and run a company: the comprehensive founder processes from an agentic lens, jurisdiction rules, open…
Agent Guardrails
Merge gates and safety checks for AI coding agents. Works with Claude Code, Cursor, Windsurf, Codex via MCP. Detect scope violations, missing tests, and risks before merge.
Vectorize MCP Worker
Hybrid RAG Worker on Cloudflare Edge — Vector + BM25 search, metadata filtering, multimodal vision, MCP server, and intelligent query routing. ~400ms p99.