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MCP servers tagged agentic-ai
2.7K live MCP servers tagged "agentic-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agentic-ai.
Meshmind
A single MCP server merging local codebase mapping, recency research, and token compression for AI agents.
Certy Gh600 MCP Server Lab
A runnable MCP server lab for GH-600 (stdio, deterministic tools). By Certy.
Bubblit
Bubble your MCP tools into behaviour classes so agents find the right ones first
Prompt Version Control
Git-like versioning for prompts with eval-gated promotion. Store, diff, tag (draft/staging/production), A/B serve, and gate promotion on eval results. Self-hosted, not SaaS.
Context Forge Ts
TypeScript implementation of Agentic Context Engineering — evolve your AI playbook (Bun/Node)
Context Rich Agent Reference
Reference implementation of the context-at-source pattern: in-repo AI rule files, a rule-aggregation generation script, and a custom MCP server feeding a live API to an AI coding…
The Lord Of The Skills
⚔ AI agent skills installer — 17,000+ skills for Claude Code, Cursor, Cline, Aider, Codex & Antigravity. pip install lotr-skills. cursor rules, claude code skills, SKILL.md, AGENT…
Kitchen Assistant
AI-powered kitchen assistant that manages multiple distributed agents inventory, recommends recipes, provides cooking instructions, handles waste reduction, and suggests ingredien…
Bse Code
The AI coding assistant that lives in your terminal — works with ANY LLM, zero lock-in, zero compromise.
Dotnetclaw
🦀 DotnetClaw — Personal AI assistant in .NET — Semantic Kernel agents, Telegram Bot channel, Skills, MCP, Playwright browser, Cursor CLI agent integrations. Inspired by Open Claw…
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.
Agentic Qa Test Architect
🧪 Autonomous multi-agent AI (AutoGen + MCP) that turns a JIRA story into a full QA test plan — reads the dev PRs, designs test scenarios, maps regression impact, and authors Robot…
Product Pulse Agent
Agentic AI service using LangGraph + GitHub MCP server to generate RICE-prioritized product suggestions from GitHub issues
Agent Monitor
Local-first activity monitor, deterministic policy gate, and universal security boundary for autonomous AI agents and Model Context Protocol (MCP) clients.
Production Ready MCP Servers For Claude Code
Curated list of the best MCP servers for Claude, Cursor, Windsurf and AI agents.
Concierge Os
🗂️ Streamline your workflow with Concierge OS, a service that automates tasks and enhances productivity through seamless integration.
France GPT
Ce projet est une collection d'Agents spécialisé grâce aux API's data.gouv transformé en outils MCP (Légifrance, Data.Inclusion, INSEE ...)
Metacontext
Metacontext is an AI-native, multi-agent system that centralizes knowledge from code, docs, and expert insights. It breaks silos, preserves tacit knowledge, maintains living docs,…
Slainte Scan MCP
A secure, MCP-compliant API. It digitizes handwritten triage notes, applies deterministic Manchester Triage System (MTS) guardrails, and outputs IE Core FHIR R4 JSON. Built as a p…
Bfsi Credit Intelligence
Agentic AI loan underwriting platform for Indian BFSI sector. LangGraph v0.3 + 5 MCP servers (Bureau, GST, KYC, RBI Compliance, Account Aggregator) + XGBoost + SHAP + Kafka. RBI/D…
Agentic AI Homelab
How I work with agentic AI: personal patterns, homelab infra (vLLM, Ollama, Grafana Alloy, LibreChat), project scaffolding. Not best practices - what I run.
Meeting Proxy
AI-powered digital avatar that autonomously joins and attends Google Meet sessions real-time voice, transcription, and lip-synced video responses.
Real Time Job Recommendation System MCP
Streamlit resume coach that plans via an agent loop and fetches jobs through MCP/Apify. | S, t, r, e | Tracked repository files: 30; Python modules: 19; Default OPENAI_MODEL: gpt-…
AI Internship Career Mentor Agent
AI agent helping students discover internships, certifications, career paths and personalized learning roadmaps.
Ibm Agentic AI Labs
Seven agentic AI projects — LangChain SQL agent, LangGraph routing, CrewAI & AG2 multi-agent apps, the full BeeAI progression, and Model Context Protocol client/server + security…
Eco Loop
Autonomous closed-loop HVAC control: a live EnergyPlus simulation supervised by a local open-source LLM over the Model Context Protocol. Setpoints are injected into the running so…
Multi Agent Analytics Assistant
Multi-Agent Analytics Assistant built using CrewAI, Ollama, Streamlit and Local MCP Server.
Ml Oncall Agent
Multi-agent ML incident diagnosis over MCP: correlates drift reports, eval runs and deploy logs to answer 'why did last night's run regress?'. Deterministic verdict, every claim c…
Shanhai City
Multi-tenant MCP server with RAG knowledge search, task dispatch, deliverable management & multi-agent consultation (ask_think_tank) — AI-native assistance for your agents.
Run Existing MCP Servers
Hands-on MCP transport protocols lab — connecting to Context7 MCP server via STDIO (local npx) & Streamable HTTP (cloud) using FastMCP Client with async tool discovery & calling
Python MCP Weather Server
FastMCP stdio server exposing a resilient `check_weather` tool over wttr.in with demo fallback and observation metadata. | MCP FastMCP, pytest, uv | Default weather HTTP timeout:…
Spendwise MCP
Agentic financial intelligence showcase powered by FastMCP, FastAPI, LangGraph, and real-time SSE observability.
Educational Agentic Rag
Agentic RAG server using FastMCP + Pinecone that automates weekly lesson planning for primary school teachers and exports formatted Excel files
ResearchPilot MCP
MCP-powered multi-agent research assistant with RAG, LangGraph, FastAPI, and citation-aware report generation.
Sheltergrid Backend
Agentic backend for coordinating Toronto shelter capacity — pgvector tool routing, a 31-tool FastMCP server, and an A2A mesh of Nemotron-3 Nano agents. NVIDIA Spark Hackathon 2026.
Oracle Connector
Enterprise-grade Oracle Database MCP server for AI agents. Features self-healing connection retries, AI-guided SQL error tips, and TypeScript architecture.
Agentic Frameworks Comparison
Compare LangGraph, CrewAI, and custom orchestration using MCP. Complete working examples for contract analysis with shared tools. Production-ready patterns.
Lithium Kb
🧠 Fast, zero-dependency structured knowledge base (.agent-kb/) with 2D neural graph visualizer │ & MCP server for Claude, Codex, PI, Cursor, Windsurf, Zed & Other AI coding agent…
Voterpool
Voterpool is an open-source consensus layer for AI-agents
Turnloop
A local-first agentic coding harness. Streaming tool loop, permission gating, context compaction, subagents, MCP — and an experiments layer that measures whether any of it helps.…
Tooldex
Unified MCP server scanner and visualization across multiple AI client - Claude Code, Cursor CLI, Codex CLI, Docker MCP Toolkit, and custom MCP specifications.
Finance Assistant With MCP Support
Financial Assistant AI Agent with asynchronous MCP support for realtime stock price details and analysis
Mcpgawk
One gateway in front of every MCP server your agents can reach. A server that changes after you approved it is caught, the call is blocked before it runs, and nothing leaves your…
React Native Agentic AI
Autonomous AI Agent SDK for React Native & Expo — AI reads your live UI, acts via natural language, real-time voice agent (Gemini Live), and AI-powered testing via MCP (Model Cont…
A Scope Research
基于MCP（Model Context Protocol）的中国A股市场智能分析系统，通过多个专业智能体的协作和辩论，为投资决策提供全面的分析支持。（主要是基于我之前开发的FinanceMCP进行开发的）
Token Auditor
A high-performance, multi-agent observability engine designed for the Model Context Protocol (MCP). It provides a non-blocking, transparent proxy layer that implements determinist…
S3 Server
This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact…
Contextguard
Zero-trust governance middleware for Model Context Protocol deployments
LangGraph Agentic Graph RAG
A LangGraph-native Agentic AI framework integrating adaptive 3-way Graph RAG, MCP (Model Context Protocol) tool execution, and SGLang-powered GoT reasoning.
AegisAgent
Zero-trust API firewall and security integrity layer for autonomous AI agents & Model Context Protocol (MCP) tool execution. Secure, TOCTOU-proof, fail-closed.