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.
Super Debugger
MCP server for AI-powered Python debugging — breakpoints, variable inspection, step-by-step execution
Opsharness Ambient
This agent turns a day of conversation into reminders and calendar events. It runs on opsharness and draws inspiration from Moonshot (YC S26).
Opsharness Ecommerce
This agent ships orders and resolves returns and lost parcels under a policy the merchant writes. It runs on opsharness and draws inspiration from Pango (YC S26).
Opsharness Hotel
This agent assigns rooms and handles upgrades and event requests with staff approval. It runs on opsharness and draws inspiration from Zaplar (YC S26).
Opsharness Compliance
This agent flags trader messages that break policy and rebuilds a client order's timeline. It runs on opsharness and draws inspiration from TovenAI (YC S26).
Opsharness Procurement
This agent covers part requests from the shelf first and orders the rest from the best supplier. It runs on opsharness and draws inspiration from Waybill (YC S26).
Incident MCP Server
MCP server for on-call incident response — Go · official go-sdk · streamable HTTP · policy-enforced tools
News Aggregator
Drupal 11 news pipeline: RSS ingest, source-blind LLM scoring, event clustering, hybrid search, MCP server
Mac Clicker
A macOS menu bar app that explains whatever your cursor is pointing at: highlighted text, a figure on screen, or the next step in an app, which it points to by drawing on the real…
Agent Memory Site
Compile your Markdown vault into a portable agent memory. One build, every agent: Claude, Codex, Cursor, MCP, llms.txt.
Omnistream MCP
MCP server for OmniStream - lets AI assistants discover and call any marketplace API
Reportitnow
POSH Act compliance POC: state machine, audit chain, six role-bounded AI assistants, transparency dashboard with differential privacy.
Muse Voice Agent
Give your AI assistant a phone. An MCP server that calls businesses for you to book tables, get quotes, check availability and ask questions, then returns structured results. Buil…
AI Softwareentwickler Team
🤖 Multi-agent AI dev team in Python: turns a feature request into a planned, coded and tested project. LLM agents for planning, backend, frontend, QA & security; a verifier runs r…
Gemini CLI Context
Context.dev extension for Gemini CLI: live web search, scraping and document parsing.
Plugsky MCP
Plugsky MCP — one remote endpoint for 20 AI tools (chat behind 7-tier failover, web search, memory, browsing, code sandbox) + npm stdio bridge. OAuth 2.1 + DCR.
Company Connectors
Secure MCP servers + gateway that connect Claude, ChatGPT, Cursor and other AI assistants to company systems (CRM, helpdesk, read-only SQL, docs, calendar/email). OAuth 2.1, per-r…
Mws S3 MCP AI CLI
MWS Cloud Platform S3 MCP server + AI CLI + skill for Claude Code, Cursor and Codex. Safe defaults, scoped access and signed approvals.
Classifier MCP
MCP server in Go for LLM-powered (Jev) classification of text, local files, and line ranges using custom criteria.
Ashareapi MCP
A股数据 API 官方 MCP 服务器 —— 让 Claude Code / Cursor / VS Code / Codex 等 19 家 AI Agent 直接查行情 / K线 / 分时 / 财务 / 资金 / 龙虎榜 / **量化回测**（31 个工具，免费工具无需 Key）｜Official MCP server for the A-Share D…
Asitis Agent Tools
Read-only MCP server and Claude Code plugin that lints CLAUDE.md, AGENTS.md and SKILL.md, counts approximate tokens per file, flags hidden instructions and invisible characters, a…
Token Guard
MCP server, written in Java 21 and compiled to a GraalVM native image, that reduces LLM token consumption in agentic coding workflows.
Elastic Genai Secops
Open, AI-assisted SecOps platform on the Basic-licensed Elastic Stack: SIEM, detection rules, alert correlation, PII masking, LLM triage with human review, and a read-only MCP ser…
Biomed Evidence MCP
Six Model Context Protocol servers over curated biomedical data — ClinicalTrials.gov, openFDA (labels/events/recalls/approvals) and PubMed — pairing a pgvector hybrid-search docum…
Mind Mri Agent Second Brain
Zero-dependency, offline-first Graph-RAG memory system for AI agents — hybrid semantic+keyword+graph search, multi-agent task queue, MCP server, Obsidian-native vault.
Nexus Agi
Keep your AI agent from repeating a costly mistake. Shared memory for Claude, ChatGPT, Cursor and any MCP agent (remote MCP server, OAuth).
Agentcore Customer Support Agent
AI customer support agent on Amazon Bedrock AgentCore — MCP Gateway tools (Lambda), RAG Knowledge Base, cross-session Memory, Code Interpreter & Browser. Strands SDK + Nova 2 Lite
Enzos MCP
Enzo's MCP server - connect ChatGPT, Claude or Gemini to live US home-for-sale data (search, buy-verdict, below-market deals).
Lm Pocket
Longitudinal Memory Pocket — your AI memory, physically yours. Local-first, model-agnostic, open format, MCP.
Agentic Research Assistant
A multi-agent Research & Report Assistant orchestrated with LangGraph — runs fully keyless and never fabricates sources.
Mail Assistant
Security-conscious AI email assistant built with Python, MCP and LLM agents
Iapetus
Run Claude Code in a Docker sandbox while it works on your real machine: project files over FUSE, shell commands and MCP servers over SSH. Subscription and agent state never leave…
Verilog Builder Pluggin
⚡ Prompt-driven FPGA & RTL workflow for AI assistants: create, build, fix, simulate Verilog via MCP. Vivado + Icarus Verilog. Claude Code, Codex, Hermes, OpenClaw.
Awesome MCP Brasil
Lista awesome de servidores MCP brasileiros (Model Context Protocol): CNPJ, CEP, NF-e, Pix, DataJud/PJe, Câmara, IBGE, SaaS BR — verificada toda semana. Como instalar no Claude Co…
Leave
Model Context Protocol (MCP) server for a staff leave and PTO tracker: requests, approvals, balances, who is out and a calendar export. Employee leave and PTO: balances, approvals…
Mvgeos Marketplace
Official MvgeOS catalog of Runes (extensions) and Mvges (agents): the OpenRouter Realm plus MCP, Agent Skills, Agent Plugins, OpenTelemetry, OKF, and ADR bridges. Every artifact i…
Repoask MCP
MCP server: ask a public GitHub repo questions, get line-cited answers. TF-IDF retrieval, zero-cost by default, optional LLM synthesis.
Cloud Public
Public examples and reference files for the tistory-cloud blog
Test Automator
LLM-powered testing automation MCP server for unit, integration, API, and E2E tests with Windows support for 90K+ line codebases
Yashbhosale789
AI/ML Engineer portfolio showcasing projects in Generative AI, RAG, Agentic AI, LLM applications, and open-source AI engineering.
Kubera Learning
Learning and experimentation repository for Python, GitHub workflows and applied AI engineering.
Openai Agents Python
OpenAI Agents SDK for Python (v0.3.3) with a local fix: filtered instructions passed to the on_llm_start agent hook
Travel SQL Engine
FastAPI MCP tool server that turns natural-language questions into MongoDB analytics queries
Outputproof
Verification infrastructure for AI agent output — assertions, LLM-as-judge scoring, audit logs, and reliability gates before generated work is trusted.
Context Examples
Example integrations and usage patterns for CLI, MCP, and programmatic access
Dead Letter Oracle
Governed MCP agent for DLQ incident resolution with closed-loop reasoning, multi-factor governance, and BlackBox reasoning trace
AI Notes
Note personali di un percorso di studio sull'AI Engineering: architetture, strumenti, pattern e Model Context Protocol. Materiale in italiano, costruito sul campo mentre sviluppav…
Olostep Openclaw Plugin
Official Olostep plugin for OpenClaw. Gives AI agents reliable web scraping, crawling, and search capabilities.
Bundle Size Guardian
CLI + MCP server that audits JS/TS bundle sizes and auto-refactors heavy dependencies to lighter alternatives using an LLM
Verites
MCP research backend for AI agents. Web search, trust scoring, session memory, REST APIs, SDKs, and dashboard.