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.
Mnemo
contextops
Notify MCP
A simple Bash JSON-RPC MCP server for sending desktop notifications via notify-send or MacOs native notification center . Supports listing tools and showing notifications with cus…
AI Memory
🧠 Manage AI context seamlessly with the MCP server for storing and retrieving semantic memory across sessions. Enhance your AI's knowledge retention.
MCP
A collection of FastMCP servers — web search, shell/SSH sandbox, Android & Fire TV control, finance, Last.fm, and LLM sub-agents
AWS MCP Gateway
Democratize access to AWS resources for AI Agents by providing a deployable, secure, and unified Model Context Protocol (MCP) gateway.
Guard
Security scanner for MCP (Model Context Protocol) servers — find vulnerabilities before attackers do
Cairn
Cairn - AI Context Continuity Engine. Local-private MCP server: context-zone warnings, faithful 7-bucket handoffs, and a decision/evidence ledger across sessions and models.
Leanstudio
The Lean 4 IDE that checks the checker. A native desktop IDE for macOS, Windows, and Linux with an independent kernel re-verifying all proofs.
Context
MCP plugin focused on boosting agent context efficiency and saving tokens
Porkbun MCP
MCP server for Porkbun API v3 — 32 tools for domain registration, DNS, SSL, and more
Memory Bank
Extend LLM context windows to support longer sessions and minimize token usage with this memory management architecture.
Github Dashboard
GitHub Project Dashboard MCP Server - monitor repositories, PRs, issues and deployments for AI assistants
Factorial MCP Server
Open-source MCP server implementing the Model Context Protocol to connect AI agents with Factorial, the HR Management System.
Code Graph
Multi-language code parser (Python, Rust, JS/TS, Go, Java, C/C++) that extracts dependency graphs and stores them locally in SQLite. Provides three access methods: CLI for direct…
Hn MCP Server
MCP server exposing Hacker News primitives: tools, resources and prompts - built with the official Python mcp SDK
Sapmcp
Production-minded MCP server for SAP ECC/S/4HANA over NetWeaver RFC SDK (ctypes, no PyRFC): SafetyPolicy, audit JSONL, Basis tools, multi-destination and snapshots.
Clx
🛡️ Rust CLI extension for Claude Code — LLM-powered command validation, SQLite context persistence & MCP tools. Two-layer safety (rules + Ollama), vector semantic search, and user…
Lab Analysis
Multi-source clinical lab analysis pipeline: lab tests + PubMed evidence + MRI cross-validation, with DSPy dual-track LLM, quant gates and MCP server.
Multi Target Http
MCP-style HTTP server that multiplexes N database/REST backends behind one auth-protected endpoint - LRU cache, SQL allow-list, rate limiting, and per-target health checks.
Convotree
An MCP fold tool: agents run sub-tasks in isolated branches and get back clean summaries, so the main context never fills up. Context folding, no RL.
Memorycrystal
Store persistent memory for AI agents so every conversation, decision, and session stays informed
OneClickLM
Deliver a zero-config, auto-healing NotebookLM MCP server with six integrated tools ready to run in one command.
Forge
MCP server for Brazilian personal finance. OFX/CSV parsing with per-bank quirk fixes, PT-BR transaction categorization (rules → LLM cascade), CPF/CNPJ validation, and CNAE looku…
Astral
Context-budget manager for Claude Code — warns before autocompact, checkpoints done work, delegates large reads to subagents.
Ticktick MCP
MCP server that connects AI assistants to TickTick task management
Everything
18 plug-and-play MCP servers for Claude — one install, zero hassle
Agentskills MCP
Search, read, and download curated agent skills via MCP for fast discovery and local use in agent workflows
Loom
System 3 MCP server — persistent identity, memory, and self-model for AI agents. Single-file sqlite-vec + fastembed; zero external services.
Catalog
Browse, install, and manage MCP servers across Claude, Cursor, Copilot, Windsurf, and 12+ AI clients from a single VS Code sidebar. The unified MCP control surface for your IDE.
Driftguard
Local JSON schema diff CLI + MCP client for API/MCP drift — offline compare_json, hosted monitoring connector for Pro/Team.
Skills
AI LLM Agent Skills for Email Automation
Detector
Safety check for MCP servers: scan AI add-ons for security, reliability and quality problems. Web app, CLI and GitHub Action. Passive by default
Faultline
Failure-mode evaluation for MCP agents. Inject faults, observe trajectory, grade resilience with evidence. 5-layer grading, 18 fault types, replay.
Mailgrant
Self-hosted email MCP server and IMAP/SMTP gateway for AI agents: one token per agent with its own mailboxes and scopes, an audit log, and a passkey webmail PWA. Works with Claude…
Pulse
connect everything. your ai does the rest.
Garmin Connect
LLM-agnostic Garmin Connect MCP server — recovery, sleep, stress, VO2 Max, race predictions, and running analytics for any MCP client (Claude, Codex, Gemini, opencode). Local-firs…
AI Memory Vault
Persistent memory layer for AI coding agents — SQLite + FTS, ChromaDB semantic search, and optional DynamoDB team sync. Query-first, so agents check accumulated knowledge before t…
Apprentice
A master orchestrator delegates routine coding to cheap apprentice models — local Qwen + Gemini — behind one MCP server, then auto-verifies, corrects, and learns from the results.
Local Memory
Local-first long-term memory for AI agents. SQLite, offline, zero cloud. MCP server.
Agentrelay
Supervise an AI coding agent (Claude Code / Codex / ACP) overnight and keep control: block forbidden tool calls before they run, gate 'done' on real tests, checkpoint work to git,…
Beaver
A MCP server generator with a natural flow. Renders one policy file into an MCP server, an HTTP tool API, a widget, and a helm release.
Fishbowl
Give your AI agent its own Linux computer on your Mac — and watch everything it does. 25 MCP tools, live noVNC view, pause/handoff, approval guardrail, audit log. BYOK or local Ol…
Typesafe MCP
MCP server for TypeSafe AI's Jev: typed yes/no, choice and score answers with act / review / abstain gating.
Terse
Terse — an AI-native code language: a machine-designed, token-dense format for AI coding agents. Open source, Apache-2.0.
MobileRE Skill
AI Agent 驱动的移动端逆向技能集：Frida hook、一键脱壳、反检测绕过、内存 DEX dump、Ghidra MCP 符号/结构恢复。AI-agent skill system for mobile reverse engineering.
Browser MCP
Pagewright: give your AI agent a real browser. MCP server + Chrome extension for page snapshots, screenshots, real clicks, layout audits, CSS debugging and web scraping, in the br…
Personal Context
Local vault for personal context. One encrypted record on this device; each paired agent gets a single context contract. MCP, loopback only.
Google Docs MCP
Production-grade Model Context Protocol (MCP) server for Google Docs with native comment anchors, suggestion tracking, styled redlines, tables, and low-token Markdown reading.
Mcpkit
🚀 The create-next-app for MCP servers — scaffold, develop, validate, and ship production-ready Model Context Protocol servers in seconds.
Tokyo Transit MCP
Cross-searches trains, buses, ferries & bike shares in Tokyo. Delivers AI transit advice based on real-time weather/status in EN/JA/ZH 🤖☔