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.
Street Generator MCP
MCP server that lets Claude design and render urban street cross-sections from a description or a real address (OpenStreetMap), in the Street Generator style.
Thinking Tools
63 MCP tools for structured AI reasoning — ideation, hypothesis tracking, decision matrices, mental models, and more
Lab Ops Accelerator
Production AI agent for genetic testing lab exception handling. Features LangGraph orchestration, MCP-based LIMS/EHR integration, RAG protocol retrieval, and HITL review
Project3 MCP Infra Operator
Autonomous Kubernetes remediation agent via MCP. 5 secured tools, 3-layer security (token auth + namespace sandbox + audit log), dual-transport stdio/HTTP, CrewAI + LangChain agno…
Heron MCP
Free, signed 0-100 trust scores for what an AI agent runs: skills, MCP servers, and the agent itself. Public methodology, wallet-signed (EIP-191).
Linkedin Job Shortlister
Hourly LinkedIn job scraper that reads job descriptions instead of titles, scores each against your CV or Resume, and sends one desktop alert when something's worth applying to. D…
AutoML For RAG Public
AutoML for RAG — recommends, builds and evaluates custom RAG sub-environments; MCP server + Gradio web UI.
Indextkn MCP
MCP server for indextkn. Live list prices for 900+ AI models across 17 providers: compare providers for a model, and price a real token workload before you spend on it.
Whichtool
Does the model actually pick the right tool from your MCP server?
Trilium Notecast MCP
MCP server for Trilium Notes — an AI assistant authors and manages typed notes via the ETAPI, with each type's format defined in Trilium itself.
Archaeocode
Automated software archaeology — AI agents (LangGraph + MCP) excavate business-readable user stories and dependency maps from COBOL, Smalltalk, Fortran, Pascal & other legacy code.
Spring Harness
Full-stack AI Agent development framework based on Spring AI Alibaba (DashScope), featuring ReAct Agent, PSE collaboration, RAG knowledge base, long-running tasks, MCP integration…
Transportai
MCP, A2A, and AI tool transports built on Nexss Kernel.
Teamscale Docs MCP
Standalone MCP server exposing Teamscale's product documentation as tools — sitemap catalog + on-demand Markdown, no auth, self-hosted or central
Claude Shogi
Play shogi in Claude Code — an experiment in how far an LLM can play using only self-implemented position-analysis tools, no shogi engine hints.
AI Skill
Agent skill for AI Systems — build model-powered behavior: agents, retrieval, evals, and guardrails
Deltawright
Action-scoped delta + actionability layer for Playwright agents: after one action, it reports what changed on the page and whether the agent can actually act on it — using Playwri…
VisaRadar
Cross-references LLM-extracted job posting data against real DOL visa-sponsorship filing history — an evidence-backed sponsorship check, not another curated job board.
Worker MCP
local agent orchestrator mcp using pi agent
Loopevo
An open-source platform that turns natural-language intent into governed, reusable, and self-evolving AI workflows.
Agentic Nexus
Go-first, knowledge-graph-grounded agent platform — built on toolnexus + ctx-optimize
Local LLM Provider
This is a local LLM provider, include rag-mcp and agent features, can load HF/gguf/onnx model formats..
K8s Compressed
Compressed K8s openapi spec
Rpc LLM Bridge Java
A Java framework that converts RPC services into tools for LLMs, enabling seamless integration between RPC services and LLM tool calling capabilities through auto-discovery, Sprin…
Sentinel Automation DevAgent
Self-healing dev automation stack (n8n + MCP executor + memory + Qdrant) that runs a command, asks an LLM for a fix, applies a deterministic patch, and retries.
Drug Discovery Agent
AI-powered Drug Discovery Agent built with Groq LLM, LangChain, and FastAPI. Features agent-based reasoning, scientific tools, fact checking, and REST APIs for real-time drug anal…
Comet Claude Generator
Transform any concept into production-ready Claude Project configurations in minutes. Follows Anthropic 2025 standards with intelligent complexity detection.
Treq
TREQ - MCP Tool Ranking, Retrieval, and Efficient Querying
Squirrel
Pure Rust AI coordination — MCP server, multi-provider inference routing, local-first LLM orchestration. Sovereign AI for distributed computing. AGPL-3.0
TafySH
TafySH — AI-enhanced terminal shell wrapping bash/zsh/fish with LLM-powered natural language commands, autonomous task execution, and multi-device orchestration
Applied AI
Modular Python libraries for applied AI: chunking, LLM generation, retrieval, keyword extraction, MCP client, and Slack search.
Codex Sandbox
Public lab for AI agents, tool use, MCP integrations, and workflow automation.
Llmcat
Fast, pragmatic summaries for code/text with LLM support. Supports OpenAI, Anthropic, Google, Ollama, and runs as MCP server.
Bull Vs Bear
Multi-agent LLM system that debates bull vs bear cases on upcoming earnings and synthesizes a verdict. Gemini + Go + React.
Usage Augmented Retrieval
Usage-Augmented Retrieval
Rag Knowledge Assistant
RAG-powered document chatbot with MCP tools (FastAPI, LangChain, Chroma, OpenAI).
My Bigquery Showcase
Natural-language analytics for Google BigQuery via a Claude MCP server — lets non-technical users query a data warehouse by simply asking questions. Built & deployed in production.
Cursor Memory Project
Persistent memory, retrieval, MCP server, logging, and QA framework for Cursor-based AI-assisted development workflows.
LLM AI Project
A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks.
MultiModelOrchestration
Host-agent orchestration combining A2A agent-to-agent communication with MCP tool integration — registry, capability discovery, dynamic task routing
Bug Taxonomy
Replication package of paper "Real Faults in Model Context Protocol (MCP) Software: a Comprehensive Taxonomy"
Streaming MCP LLM
Exemple simple de mise en oeuvre pour des tests en local avec Kafka, MCP et LLM
Finassist
FastAPI app that applies the MCP and RAG concepts to fine-tune an LLM for Financial Assistance.
The Multi User Agentic Project
intelligent agent coordination, automated workflows, user-based authorization, and secure user session management with persistent memory storage.
Shell Agent
macOS GUI chat & agent tool powered by local LLM — MCP, shell Tool Calling, MITL, time-aware memory, DuckDB analysis
Banking MCP Agent
A SOP-driven banking support agent built with LLMs and MCP, featuring structured intent classification, auditable decision flows, and PostgreSQL-backed policy management.
Machina Trinity
Autonomous agents built on the assumption that LLMs will fail. Machina Trinity combines a transactional C++20 core with a Python intelligence layer, layered security, cryptographi…
Agent Learning Notes
Agentic AI 智能体开发实战学习笔记 - Project 1 MCP集成
Ollama Bridge MCP
MCP server that gives Claude Code 27 AI brains via Ollama — 15 cloud + 12 local models. Auto-routing, batch comparison, smart delegation. Reduce API costs, get specialized models…
Miu Bot
Durable, scalable AI assistant framework — fork of HKUDS/nanobot with Postgres backend and Temporal workflows