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MCP servers tagged llm-agents
531 live MCP servers tagged "llm-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with llm-agents.
Read Mas
READ-MAS generates software requirements specifications (SRS) and system designs from natural language queries using multi-agent AI orchestration built on Google ADK.
AgentRX
AgentRX diagnoses AI tool-chain failures and prescribes the next best action. Covers skills, MCP servers, plugins, built-in tools, agents, workflows, and hooks. Task-first, not to…
Plateau
Bounded context for long-horizon LLM agents: carry a small re-grounded signal instead of replaying the transcript, so a parent agent's footprint stays flat as the task grows. Reco…
AgentVerify
AgentVerify is an open source outcome verification for action-taking AI agents. It checks that high-risk actions reached the required final state in your systems of record and pre…
Awesome Agentic Anything
A curated list of agentic systems across every domain — not any AI, but agentic AI, wherever it shows up.
Claude Code Agent Starter
Free starter kit for turning Claude Code (or any file-capable AI agent) into a persistent operating system: skills, memory, and a toolkit index. Lite version of the NexForge Agent…
Open AI Analytics Agent
An AI agent for analytics and reporting — turning any enriched or scraped dataset into a client-facing report or dashboard spec, backed by real analytics APIs.
Open AI Content Repurposing Agent
An AI agent for content repurposing — turning long-form video into ranked, ready-to-post short clips — backed by real transcription and video APIs.
Agency Agents Os
Curated catalog of open, specialized AI agents for real business work — organized as broad umbrella categories (video, image, voice, SEO, social, ads, sales, and more), powered by…
XOne
XOne - The Open Agentic Studio
AI Smart Blood Bank
🩸 Streamline blood bank management with AI to ensure real-time availability, secure workflows, and optimized donor matching for emergencies.
Deeplearning.ai
Short courses from DeepLearning.AI on topics on Generative AI , new tools and skills.
Py MCP Server Explorer Notebook
🧪 Explore and test MCP servers with fastmcp and FastAgent. List tools, invoke APIs, and augment LLMs with real-time capabilities using OpenAI, Claude, and Brave Search.
Agent Accelerator
A flexible framework that helps AI agents to connect seamlessly with real world data and tools using the Model Context Protocol
SolPal
Natural-language Solana wallet for mobile. Send to named contacts by voice or text.
NodeFlow
Client-side MCP server: an LLM drives a full toolchain in the browser with no external server. Drag-and-drop React Flow canvas with voice and chat.
AI Story Weaver
✨Multi-modal AI story studio with VFX, procedural SFX & animated narration. Generate illustrated CYOA books, lore graphs & multi-lingual stories with zero-token in-browser PDF, EP…
AgenticAI CapstoneProject
Multi-agent e-commerce shopping assistant using Google ADK + CrewAI, with A2A agent orchestration, MCP tools, and parallel/sequential workflows for product recommendation, price t…
MedQuery
Medical Q&A assistant using hybrid RAG (BM25 + FAISS with RRF) over MSF Essential Drugs guidelines, with agentic mode, evaluation suite, and MCP tools.
Irishpulse
Multi-agent EU AI Act compliance system for Irish SMEs. LangGraph orchestrator routes queries across 3 specialist agents (ReAct, RAG, Tree-of-Thought). ChromaDB + BM25 hybrid retr…
Financial Advisor Agent
Multi-agent financial AI system that analyzes stocks, alternative investments, and human capital ROI using Google ADK and Gemini.
Jute Dash
Jute local A2A compatible home assistant platform
Ponder
Agentic RAG that grades its own retrieval, rewrites weak queries, cites sources, and self-critiques its answer — with a live reasoning timeline. LangGraph + local BGE embeddings +…
Tool Output Spoofing Lab
Benchmarking schema-valid false tool observations and defense baselines for tool-using LLM agents.
Ensemble Pro
Universal MCP server for multi-model AI council debates. Connect any LLMs (OpenAI, Ollama, NVIDIA) to critique, vote, and reach a consensus. Features automatic failover and hot-sw…
Sentinel Engine Crewai
A hierarchical CrewAI crew that watches a Dagster → dbt → DuckDB pipeline, diagnoses 14 injected failure modes, and is scored against a ground-truth ledger.
Loom Ontology
Declarative ontology framework over Apache Iceberg, wired to LLM agents via MCP
Pocketledger
Built an AI-powered personal finance assistant that lets users track expenses using natural language. Features include expense categorization, budget tracking, recurring payment d…
Rtrace Agent Reliability
R-TRACE: Stateful agent evaluation and release reliability with reproducible Windows GPU evidence.
Guardrail Core
Policy enforcement for AI agent tool-calls: spend caps, rate limits, recipient allowlists, PII/secret detection, append-only audit log.
Concursus
Compile a declarative DAG of subagents into a deployed, orchestrated team on AWS Bedrock AgentCore — agent manifests + dependency resolution → a provisioning plan and a topologica…
Awesome Agent Os
What an agent needs to live and work on its own — runtimes, computers, memory, skills, reach, identity, and money. A curated, verified list.
Kickoff Spring AI
Hands-on Spring AI tutorial, themed as a World Cup 2026 fan assistant: 16 modules from chat clients to RAG, guardrails, and evaluation.
Awesome Research Agents
A curated collection of research agents, skill libraries, autonomous research loops, paper-writing pipelines, MCP servers, and benchmarks built around Claude Code, OpenAI Codex CL…
Yana AI
Yana AI 🐰 One runtime. Any AI. Human-governed. A local-first, cross-platform system for running, connecting, orchestrating, and governing AI — with deterministic control over wh…
Bm25s Retriever
Lexical routing layer for LLM tool selection. Filter MCP-discovered and registry tools before prompt assembly using fast BM25S retrieval.
Agent Infra Dev
Local agent infrastructure with Qwen SDK, MCP servers, task scheduling, OpenAI-compatible API, and real-time streaming reasoning via WebSocket.
Agent Orchestration Core
Self-hostable, multi-tenant orchestration engine for AI agents. Every run is pinned to the exact versioned definitions and policies that governed it.
Sqlite Graph Memory
Universal MCP Server: Dynamic SQLite-backed code knowledge graph memory & AST context router for AI agents (Cursor, Claude Desktop, Antigravity, Windsurf).
Cityjson MCP
MCP tools for inspecting, validating, transforming, and querying CityJSON models.
Maia
An open-source agent system built in Go, inspired by the ReAct agent pattern, Anthropic's MCP protocol, Google's ACP spec, and the broader agent tooling ecosystem.
Agentgate MCP Firewall
Governance proxy for MCP tool calls with narrow independent verification for governed write_file and delete_file effects.
Concept Router
A zero-infra MCP server that turns an Open Knowledge Format (OKF) bundle into fast, lexical-first knowledge discovery for LLM agents — no vector DB, no embeddings by default.
Aceachievers MCP Server
MCP server exposing the Ace Achievers course catalog and question-bank tools to LLM agents (Model Context Protocol)
Adaptive Tool Discovery
Maps external tool surfaces (e.g., MCP servers, APIs, CLIs, SDKs) into a persistent capability registry agents can load and act on.
Ecommerce Agent
Agentic e-commerce AI assistant powered by LangGraph, structured tool orchestration, context engineering, policy-aware RAG, multimodal AI, and a public MCP server.
Ctxlens
ESLint for MCP servers — a read-only CLI that audits MCP tool definitions for token cost, description quality, and schema hygiene before your agent burns its context window.
Aobench
Role-aware, permission-enforced benchmark for LLM agents that operate HPC systems — SLURM, telemetry, RBAC, docs, facility. A policy violation hard-fails the task. 88 tasks (10 ca…
Enterprise AI Support Agent
Production-shaped agentic AI customer support platform: LangGraph + Gemini agent, RAG over Chroma, MCP tool calling, JWT auth, RAGAS eval dashboard, Prometheus/Grafana observabili…
Dosagecalc
Pediatric dose-extrapolation agent: a defensible starting dose for a child from adult pharmacokinetics via allometry × organ maturation, with a cited, graded, auditable rationale.…