"Resources for Building Agentic AI" matching MCP servers:

• Todo for AI MCP Server

  todo-for-ai

  -

  security

  A

  license

  -

  quality

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  2

  Apache 2.0

• Korea Building Register MCP

  coding-realtor

  A

  security

  A

  license

  A

  quality

  Provides 12 tools to query South Korean building register data, including title sheets, floor details, and official house prices via the data.go.kr API. It enables users to perform smart building lookups and region code searches using natural language.

  Last updated 2026-03-05

  12

  2

  Apache 2.0

• Robot Resources Scraper

  robot-resources

  A

  security

  A

  license

  B

  quality

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-03-20

  2

  27

  1

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

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  security

  A

  license

  -

  quality

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-03-20

  25

  1

  MIT

• agentic-platform

  andysalvo

  A

  security

  A

  license

  A

  quality

  Score your agent's governance (0-100), lint MCP tool definitions, and estimate costs across all major models. Free diagnostic tools with no API key needed. Expert skill files on governance, economics, and system architecture available with free tier.

  Last updated 2026-04-13

  8

  1

  MIT

• agentic-debugger

  iarmankhan

  A

  security

  A

  license

  A

  quality

  An MCP (Model Context Protocol) server that enables interactive debugging with code instrumentation for AI coding assistants. Inspired by Cursor's debug mode.

  Last updated 2025-12-30

  7

  0

  1

  MIT

• AWS Resources MCP Server

  baryhuang

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT

• GEO Analysis for AI SEO

  houtini-ai

  A

  security

  A

  license

  B

  quality

  GEO (Generative Engine Optimisation). This tool shows you exactly how AI search engines see your content - claim density, writing quality, E-E-A-T signals, extractability. Research-backed metrics that correlate with 40% higher AI citation rates.

  Last updated 2026-04-16

  2

  17

  17

  MIT

• Agentic-Investor

  jon-fox

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  security

  A

  license

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  quality

  Provides comprehensive financial analysis and real-time market data including stock information, options chains, technical indicators, financial statements, earnings calendars, and market sentiment indicators through integration with yfinance and other financial APIs.

  Last updated 2025-12-06

  MIT

• n8n Manager for AI Agents

  czlonkowski

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  security

  A

  license

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  quality

  Enables AI agents to manage n8n workflow automation instances through tools for workflow CRUD operations, execution monitoring, and webhook triggering. It facilitates programmatic interaction with n8n instances via the n8n API with AI-optimized descriptions and error handling.

  Last updated 2025-06-26

  57

  MIT

• Building Big Data MCP Server

  handaas

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  security

  F

  license

  -

  quality

  Provides comprehensive building and office address information queries for enterprises in China, including fuzzy enterprise search, office address details and statistics, and building information queries to support geographical distribution and occupancy analysis.

  Last updated 2025-08-12

• Agentic Workbench

  0ui-labs

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  security

  F

  license

  -

  quality

  An MCP-based tool orchestrator that exposes a single execute_task tool to Claude while internally managing 100+ tools through hierarchical navigation with a cheaper LLM, preventing context overflow from loading all tool definitions.

  Last updated 2025-12-03

• Agentic AI System with MCP

  pratyush-usc-mba

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  security

  F

  license

  -

  quality

  Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.

  Last updated 2025-09-20

• MCP Agentic Framework

  Piotr1215

  A

  security

  F

  license

  A

  quality

  A communication framework that enables multiple AI agents to collaborate through asynchronous messaging, agent registration, and discovery. It facilitates complex task coordination and real-time discussion across distributed agent workflows using the Model Context Protocol.

  Last updated 2026-04-06

  9

  10

• Agentic Bits Claude Plugin

  onesmartguy

  A

  security

  F

  license

  A

  quality

  Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.

  Last updated 2026-03-13

  10

• Agentic MCP Server

  ShunsukeHayashi

  A

  security

  -

  license

  B

  quality

  Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.

  Last updated 2025-10-01

  7

  MIT

• Agentic Tools MCP Server

  Pimzino

  A

  security

  A

  license

  B

  quality

  A Model Context Protocol server providing AI assistants with comprehensive project, task, and subtask management capabilities with project-specific storage.

  Last updated 2025-06-20

  29

  23

  83

  MIT

• Shopify Agentic MCP Gateway

  kuro-tomo

  A

  security

  A

  license

  -

  quality

  Enables AI agents to autonomously browse inventory, negotiate terms, manage carts, and execute secure payments on Shopify stores using standardized protocols. It provides a bridge for LLMs to handle the entire commerce lifecycle from discovery to order tracking through a verifiable mandate chain.

  Last updated 2026-02-20

  5

  2

  MIT

• agentic-store-mcp

  agenticstore

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  security

  A

  license

  -

  quality

  A collection of self-hosted, open-source tools that enable AI agents to perform web searching, content crawling, and code analysis tasks like linting and security scanning. It provides power-user capabilities for MCP-compatible clients without requiring external accounts or third-party infrastructure.

  Last updated 2026-04-09

  4

  MIT

• Agentic Memory Server

  PrismAero

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  security

  A

  license

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  quality

  Provides enterprise-grade persistent memory for AI assistants with complete offline operation, enabling intelligent knowledge storage, branch-based organization, and smart search across project domains while keeping all data local and secure.

  Last updated 2025-11-08

  MIT

• Agentic Developer MCP

  teabranch

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  security

  A

  license

  -

  quality

  An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.

  Last updated 2025-06-29

  1

  44

  MIT

• MCP Agentic AI Server

  itsDurvank

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  security

  F

  license

  -

  quality

  A dual-server MCP implementation with task-based AI processing using Google Gemini API, featuring tool integration, real-time monitoring dashboard, and extensible framework for custom AI workflows.

  Last updated 2025-11-02

• Agentic MCP Itinerary

  AlexGHerrera

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  security

  F

  license

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  quality

  An MCP server that orchestrates parallel searches for flights, hotels, and activities to generate travel itineraries. It features persistent state management via LangGraph and SQLite while ensuring the total cost remains within a specified budget.

  Last updated 2026-03-30

• Agentic Control Framework

  FutureAtoms

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  security

  F

  license

  -

  quality

  AI-native orchestration layer with 80+ tools for task management, code editing, browser automation, terminal control, and persistent memory across CLI, local MCP, and cloud deployments.

  Last updated 2025-09-20

  2

  28

• zkproofport-ai

  zkproofport

  A

  security

  F

  license

  A

  quality

  Zero-knowledge proof generation MCP server. AI agents can prove identity claims (Coinbase KYC, Country, Google OIDC, Google Workspace, Microsoft 365) without revealing personal data. Runs in AWS Nitro Enclave TEE with x402 USDC payments.

  Last updated 2026-04-20

  6

  MIT

• BULC Building Designer

  using76

  A

  security

  A

  license

  A

  quality

  Connects Claude Desktop to BULC fire simulation software for AI-powered building design, enabling natural language creation of rooms, walls, and multi-story structures with spatial awareness and undo/redo support.

  Last updated 2025-12-25

  75

  1

  MIT

• AI-Collab-Memory

  sodam-ai

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  security

  A

  license

  A

  quality

  An MCP server for managing work logs, research results, and task checkpoints to enable seamless collaboration and state recovery between AI agents. It provides a persistent memory layer for tracking project history and resuming workflows across different sessions or tools.

  Last updated 2026-03-02

  7

  3

  MIT

• MCP Server for Intercom

  raoulbia-ai

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  security

  A

  license

  A

  quality

  An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.

  Last updated 2025-04-25

  4

  8

  Apache 2.0

• Network AI

  Jovancoding

  A

  security

  A

  license

  A

  quality

  Multi-agent swarm orchestrator for AI workflows. Exposes blackboard read/write, agent dispatch, permission gating (AuthGuardian), token budget enforcement (FederatedBudget), and audit log tools over MCP. Supports 14 AI framework adapters including LangChain, AutoGen, CrewAI, Codex, and A2A — mix any frameworks in one swarm with race-condition-safe shared state.(Traffic light for agents)

  Last updated 2026-04-18

  22

  1,147

  40

  MIT
• 

  PDF Export for AI Agentsofficial

  pdfcrowd

  A

  security

  A

  license

  B

  quality

  Well-designed PDFs from a single prompt. Describe what you need, get a professional document.

  Last updated 2026-02-20

  2

  19

  MIT

• MCP Server for Splunk

  deslicer

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  security

  A

  license

  B

  quality

  Enables AI agents to interact seamlessly with Splunk environments through 20+ tools for search, analytics, data discovery, administration, and health monitoring. Features AI-powered troubleshooting workflows and supports multiple Splunk instances with production-ready security.

  Last updated 2026-04-13

  52

  22

  Apache 2.0

• blend-ai

  HoldMyBeer-gg

  A

  security

  A

  license

  B

  quality

  An MCP server that enables AI assistants to control Blender through 108 specialized tools for 3D modeling, animation, and rendering. It provides a secure, thread-safe interface to execute validated operations in Blender using natural language commands.

  Last updated 2026-04-19

  100

  14

  AGPL 3.0

• Coach AI

  94aharris

  A

  security

  F

  license

  B

  quality

  A productivity coaching assistant designed for ADHD support that provides intelligent task management, goal tracking, and personalized recommendations. It utilizes a persistent memory system to learn user patterns and preferences, helping to reduce decision paralysis through actionable suggestions.

  Last updated 2025-11-21

  28

  1

• mcp-for-docs

  shayonpal

  A

  security

  F

  license

  B

  quality

  Automatically crawls documentation websites, converts them to organized markdown files, and generates condensed cheat sheets. Intelligently categorizes content into tools/APIs and provides local-first access to downloaded documentation.

  Last updated 2025-10-27

  3

• AI Content Detector

  BACH-AI-Tools

  A

  security

  A

  license

  B

  quality

  Enables detection of AI-generated content from ChatGPT, GPT-4, and Gemini models through the BACH AI Content Detector API.

  Last updated 2025-12-07

  1

  MIT

• Agentic AI with MCP

  dev484p

  A

  security

  F

  license

  B

  quality

  A Model Context Protocol server that enhances LLM capabilities by connecting to Wikipedia, internet search (Tavily), and financial data (Yahoo Finance) tools, enabling contextual responses to user queries.

  Last updated 2025-04-25

  3
• 

  Debugg AI MCPofficial

  debugg-ai

  A

  security

  A

  license

  B

  quality

  Debugg AI MCP

  Last updated 2026-04-19

  1

  116

  58

  Apache 2.0

• Hi-AI

  su-record

  A

  security

  A

  license

  C

  quality

  A simple AI development tool that helps users interact with AI through natural language commands, offering 29 tools across thinking, memory, browser, code quality, planning, and time management capabilities.

  Last updated 2026-01-10

  35

  35

  3

  MIT

• Hi-AI

  ssdeanx

  A

  security

  A

  license

  C

  quality

  AI development assistant with 36 specialized tools for memory management, code analysis, project planning, and problem-solving through natural language interactions in Korean and English.

  Last updated 2025-12-25

  36

  3

  MIT

• ai-compass

  kalraakshit042

  A

  security

  A

  license

  D

  quality

  Describe your AI use case in plain English, get ranked model recommendations with cost estimates and tradeoff reasoning. Covers 62 models across 29 providers. Available as a web app (BYOK + guest tier) and as an MCP server for Claude Desktop and Cursor — same recommendation engine, two interfaces.

  Last updated 2026-03-31

  1

  1

  MIT

• spring-ai-playground

  spring-ai-community

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  security

  A

  license

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  quality

  Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

  Last updated 2026-04-18

  103

  Apache 2.0

• widemem-ai

  remete618

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  security

  A

  license

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  quality

  Open-source AI memory layer for LLM agents. Importance scoring, temporal decay, hierarchical memory (facts, summaries, themes), YMYL prioritization, and active retrieval with contradiction detection. Supports OpenAI, Anthropic, Ollama. Local-first with SQLite + FAISS.

  Last updated 2026-04-15

  39

  Apache 2.0

• AI Charts

  tjameswilliams

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  security

  A

  license

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  quality

  An MCP server that enables AI assistants to programmatically create and manage flowcharts, ERDs, and swimlane diagrams. It provides tools for manipulating diagram structures, performing auto-layouts, and exporting to Mermaid or Markdown formats.

  Last updated 2026-03-15

  12

  MIT

• YouTube Skills for AI Agents

  ZeroPointRepo

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  security

  A

  license

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  quality

  YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

  Last updated 2026-02-11

  101

  MIT

• Logseq AI

  HarrisonTotty

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  security

  A

  license

  -

  quality

  Enables external AI assistants to interact with Logseq graphs through 34 specialized tools for managing pages, blocks, journals, and tasks via the local HTTP API.

  Last updated 2025-12-07

  MIT

• Multi-AI MCP Server for Claude

  RaiAnsar

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  security

  A

  license

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  quality

  Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.

  Last updated 2025-09-03

  141

  MIT

• Call For Papers MCP

  alperenkocyigit

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  security

  A

  license

  -

  quality

  Enables searching for upcoming academic conferences and events from WikiCFP by keywords, returning detailed information including dates, locations, submission deadlines, and related resources.

  Last updated 2025-10-27

  4

• solitaire-ai

  PRDicta

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  security

  A

  license

  -

  quality

  Identity infrastructure for AI agents. Gives agents an evolving persona, session continuity, and self-correcting retrieval so they stop being strangers. Local-first, model-agnostic.

  Last updated 2026-04-12

  8

  AGPL 3.0

• NewsMCP — World news for AI

  pranciskus

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  security

  A

  license

  -

  quality

  Real-time news events, clustered by AI from hundreds of sources, classified by topic and geography, ranked by importance.

  Last updated 2026-03-06

  4

  MIT

• Mimic AI

  miapre

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  security

  A

  license

  -

  quality

  Transforms HTML into Figma designs using only the user’s design system, ensuring correct component usage or safe fallback to primitives, while continuously learning from each build to improve mapping accuracy and consistency.

  Last updated 2026-04-20

  579

  1

  MIT