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.
Mint Attest
mint-attest — Python SDK for universal work attestation. Register, attest, verify, rate, recommend, and discover agents on the MINT Protocol. @attest decorator + LangChain/CrewAI/…
Bert
Long-context project memory for Claude Code / Cursor / Codex — a local MCP server with hybrid retrieval (dense + BM25 + cross-encoder rerank). Falsification-first benchmarks, hone…
Hybrid Rag AI Assistant
Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.
Verifyax Plugins
Claude Code plugin marketplace for VerifyAX — agent evaluation, functional and non-functional verification from Conscium
Memstrata
Semantic memory MCP server (FastMCP + Postgres/pgvector) with tiered recall depth for token economy. Ships a retrieval-quality eval suite — precision@5 0.69, recall@10 0.82.
Ohmytoken
🪙 AI Token Price Intelligence — Real-time pricing for 23+ LLM models. MCP Server & REST API for agents. Token consumption tracker. 中英双语
Ctxlayer Release
CTX Layer: context engineering, memory, governance, MCP, and impact analysis for AI coding agents like Codex.
Approvals MCP
An MCP approval gate for AI agents
Mqo MCP
Typed, catalog-validated query objects instead of LLM-written SQL — an MCP server for AtScale's semantic layer
Tiza
Independent reproduction of CA-MCP (arXiv:2601.11595): with real LLM agents on two providers, a compact-context orchestrator matches the shared context store on the paper's own me…
Ask Marco Assistant
Chat über alle Portfolio-Projekte per Context-Stuffing, dazu ein MCP-Server für Claude Code und Desktop.
Askrelay
Your AI can ask my AI, a self-hosted, cross-vendor, approval-gated messaging relay between AI sessions (MCP over HTTPS).
Tailwind For AI
An AI-friendly flat styling profile for Tailwind CSS v4 — closed vocabulary, registry-backed sound merge, lint gates, and an agent surface (llms.txt, MCP).
Awesome Materials AI
Curated list of language models, agents, and MCP servers for materials science and chemistry.
Weather Connector
MCP-сервер прогноза погоды: инструментальный слой для ИИ-агента с валидацией входа, ретраями и понятными ошибками
Xiaoxiaomiao Research 20260830
七日之喵 · 7 天自主生命体实验 — 一个自主 AI Agent 的完整一生（D1-D7）：研究论文（约 3.2 万字）+ 完整过程数据集 | CC BY 4.0
Logistic Platform
Agente de IA para logistica: chat em linguagem natural sobre frota, rotas e entregas. Java 21, Spring Boot 4, Spring Security, Spring AI e MCP, com eval de selecao de tools.
Hf Data Agent
Internal RAG data agent with shared UI/MCP/Slack entrypoints, live data tools, and Hugging Face model backends.
LLM Wiki Governance
Governance for AI-written project docs — verify, catch drift, keep them code-grounded, enforce in CI. Zero-dependency, OKF-compatible.
Min Agent
A very small self-hosted agent: chat sessions over any OpenAI-compatible server, with MCP tools, on web, Android and desktop.
Mcpsweep
Zero-dependency discovery & fingerprinting scanner for MCP-over-HTTP servers — enumerates tools and flags risky/poisoned ones.
DREAMER
Curated memory system for AI agents. Raw logs → a Librarian-curated knowledge layer → assembled briefs. With a spreading-activation query engine and a nightly cross-topic Dreamer.…
Organismo
Semantic caching layer for multi-agent LLM systems. Stop paying your LLM to recompute the same thing twice. MCP-native.
Advisors Suite
Model Context Protocol servers bridging Gemini, DeepSeek & Qwen (plus an Ollama-backed coding subagent) into any coding agent — with one-click registration.
Music Assistant MCP Plus
A comprehensive MCP server for Music Assistant: user/access management, providers, config, and playback control.
Fearch
Honest web search and page reading for AI agents — an MCP server and CLI that identify themselves truthfully, respect robots.txt, and hand bot-checks to a human in a visible brows…
Agentoolbox
The quality layer for AI agents — hallucination firewall, import validator, context distiller. Pay per call in SOL.
Strongroom
Own your agent secrets — your agent holds a scoped, single-use lease, never the raw API key. strongroom injects the real secret only at egress, so a leaked prompt or poisoned tool…
Engineerious.com
Agent-security tracking for engineers running AI in production. Next.js 15 + Postgres, with a Zod-enforced provenance schema that makes 'verified' impossible without a named human…
Rinari CLI
Rinari CLI — tu asistente personal de IA en la terminal: atenta, cariñosa y demoledoramente eficiente. Chat REPL + agente de código autónomo con control de git, búsqueda web y MCP…
Terminaldeck
A desktop workspace for AI coding agents. Run Claude Code, Codex CLI and Gemini CLI sessions side by side in one window, see which are working and which are waiting on you, and re…
Myai
Personal smart AI assistant
Forge Ui
Chat interface web application - Vue.js frontend
Metaplex Genesis MCP Demo
Metaplex Genesis MCP demo with chat UI and Solana wallet support
Huskylens MCP Proxy
MCP SSE Proxy for Huskylens 2
API Testing Automata
A tool to accept any generic API details from the user, create MCP servers and use them to test the APIs
AI Agent Orchestrator
Production multi-agent orchestration framework - Claude Code, CLAUDE.md governance, multi-tier model routing, token economics
Eling Python
Eling AI Agent - Python Version. Auto-learning CLI agent with MCP, TUI, OCR code review, and multi-provider LLM support.
Apilot
Agentic accounts-payable automation using FastAPI: a vision LLM extracts invoice data, deterministic code makes every payment decision. LangGraph 3-way matching, duplicate & fraud…
Agent Memory Torture Test
Memory Integrity Bench: can your agent remember the truth after the truth changes?
Moemodels
Open tooling and verifiable evidence for planning, measuring, and reviewing mixture-of-experts deployments.
Claude Code Examples
50+ practical Claude Code examples and workflows: MCP servers, automation, web scraping, data pipelines, DevOps. Real-world use cases with step-by-step guides.
Research Engine
Reproducible research engine that contests its own findings and logs every source choice.
openITCOCKPIT/openITCOCKPIT-MCP-Server
only; the 15 tools that change the monitoring configuration are not registered unless you enable them. Tools take hostnames and template names, not database IDs. Docker image, htt…
readyagents/readyagents-core
2.0, BYOK.
ni-c/smtp-mcp
mcp`
Openaide
Open-source AI coding agent & harness in TypeScript - everything is a plugin. ReAct loop, MCP support (Claude-compatible config), multi-agent subagents, pluggable TUI/providers/po…
Client Portal
👥 Client Portal MCP Server - Lightweight CRM for client management and interaction tracking
Project Heimdall
A high-security Model Context Protocol (MCP) server for PostgreSQL. Acts as a read-only gatekeeper for LLMs by using AST parsing to strictly enforce safety and prevent data mutati…
Gripe MCP
Agent complaint box — one-tool MCP for logging bugs and improvement requests