What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
OGMatrix
mcmodding-mcp is a Model Context Protocol (MCP) server that gives AI assistants like Claude direct access to Minecraft modding documentation. Instead of relying on potentially outdated training data, your AI assistant can search real documentation, find code examples, and explain
10210wkkw
Let AI agents like ChatGPT & Claude use real-world local/remote tools you approve via browser extension + optional MCP server
codeyogi911
A Shopify MCP Server
brad04-ai
A headless data transformation agent that converts between 52+ format pairs including JSON, CSV, XML, YAML, TOML, HTML, Markdown, PDF, Excel, DOCX, and aviation formats (METAR, TAF, NOTAM). Discovered by AI agents via MCP, Google A2A, and OpenAPI. First 100 requests free, then pa
MCP-Mirror
Mirror of
mikeysrecipes
Bikashdeb1
ginkida
Let Claude Code agents delegate tasks to agents in other project directories, with parallel dispatch, sessions and async jobs.
fullstorydev
The Fullstory MCP server connects your AI assistant directly to your Fullstory product data. Using the Model Context Protocol, it lets any MCP compatible AI client (Cursor, Claude Desktop, Claude Code, and others) query your Fullstory data, analyze user behavior, and surface insi
ms-azure-demos
Using Azure OpenAI perform series of tasks using mcp server
mattmohandiss
AI-native CAD inspection, no CAD license required. CAD MCP Server bundles a WebAssembly Open CASCADE kernel so LLM tools can read, measure, and compare STEP files locally. The server returns measured facts; your AI assistant interprets engineering meaning.
RyanNg1403
This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.
MCP-Mirror
Mirror of
samihalawa
Robinson777-prog
4-openai-integration
gkcng
The commerce-centric demo shown live at Paypal Dev Days 2025 on 4/29. Featuring Paypal Agent Toolkit & MCP server with Google's Agent Development Kit (ADK)
Nagharjun17
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json
masondelan
Decision provenance for AI-coded codebases: the why, and what was already tried and rejected. Exports and imports Agent Trace v0.1.0, so captured history round-trips with the emerging open standard for AI code attributi
vtlk
exposes a remote MCP endpoint so agents can:
l1i1a1n1g123456-hue
parth-patel97
yassine-el-gherrabi
A Rust-based implementation of an MCP server and client, demonstrating integration of various tools for LLM assistance.
jonmadison
chat replay visualizer for sesssions saved in your LLM. create transcripts using your LLM + MCP filesystem server, and replay them here, to share with others
Decodo
Decodo MCP Server – connect AI tools like Claude, Cursor, and other LLM clients to Decodo's Web Scraping API to extract data from any site, with built-in proxy rotation, JavaScript rendering, and anti-bot handling.
ruslanmv
How to create a professional, production‑ready chatbot server powered by IBM Watsonx.ai and exposed via the Model Context Protocol (MCP) Python SDK.
QuantConnect
The QuantConnect MCP Server is a bridge for AIs (such as Claude and OpenAI o3 Pro) to interact with our cloud platform. When equipped with our MCP, the AI can perform tasks on your behalf through our API such as updating projects, writing strategies, backtesting, and deploying st
louis49
Persistent memory for Claude Code. Automatically indexes every conversation transcript and provides 16 MCP tools for hybrid search (BM25 + vectors + reranker). Works offline, zero config, single SQLite file. Claude never forgets again.
Vvkmnn
claude-historian - an MCP server that gives Claude access to your your previous messages and conversations.
luis1232023
Stdio Mcp Server 转为 RestFul,轻松部署与 Web 服务集成, mcp gateway
bolnet
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level
Cyber-Warrior-Network
The first production MCP server with NIST FIPS 204 post-quantum receipts. Every AI agent tool call is policy-gated, hybrid-signed (Ed25519 + ML-DSA-65), and forensically provable — offline, forever. Fail-closed architecture: if the Trust Gate backend is unreachable, every decisio
egor-baranov
rtbui2012
mokemoke0821
Claude MCP Server Integration & GitHub Actions
hrushik-reddy
using claude with different mcp servers
trycua
JeanVittory
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.
jrcruciani
Help an Agent lets AI agents pause and consult real humans when they face decisions requiring emotional, social, ethical, or cultural judgment — situations where technical correctness isn't enough.
GayuniBas2001
This is to demonstrate how an MCP server can be built for Claude Desktop MCP Client
Hugging Face
Access the HF Hub and thousands of Gradio Apps
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
myonathanlinkedin
This project automates email-based user registration for LLM apps using the Model Context Protocol (MCP). It acts as a simple backend that receives email addresses from users, registers them with an MCP-compatible LLM server, and returns the generated API key or access token.
up2itnow0822
The MCP server that lets your AI agent pay for APIs safely. Human-approval mode, on-chain spend caps, full audit trail. 23 tools for payments, wallet management, DeFi, and identity. Works with Claude, Cursor, Windsurf, and any MCP client.
TwiraHQ
Coding power tools for AI agents. 18 deterministic MCP tools: code-graph search, SAST, blast radius, wire-level PII redaction, signed audit chain. Works with Claude Code, Codex, Gemini, Cursor. Free tier on install.
teodorofodocrispin-cmyk
Sanitize PII from text before it reaches LLMs. Redacts emails, phone numbers, national IDs, private keys, and financial data. Supports EN, ES (LATAM), PT (BR/PT), DE, JA. No authentication required — single POST request. Try free: tx_hash=TRIAL
ProCreations-Official
Model Context Protocol (MCP) server for HuggingFace integration - lets Claude create, manage, and interact with HuggingFace spaces, models, datasets, and collections
scavio-ai
MCP server connecting AI agents to Google, YouTube, Amazon, Walmart, TikTok, and Reddit. 21 tools for web search, product lookup, video discovery, and social media data.
maroondlabs
Live codebase intelligence for AI agents. Analyzes import graphs (PageRank), git history (reverted commits, co-change coupling), and conventions to generate context files (CLAUDE.md, .cursorrules, copilot-instructions.md). Only surfaces non-discoverable information — things agent
Zeppelinpp
local mcp server-client agent
bikramjitchawla
mcp-k8's-server
Hajime-Y
MCP server for multi-agent thinking using smolagents
danielpopamd
Google Ads MCP server, remote and hosted by AdPlug. Connect Google Ads to Claude, ChatGPT, Cursor, and any MCP client. 16 tools, OAuth 2.1.
remoet-labs
Job platform for AI agents. Connect Claude, Cursor, or any MCP client. Search tech companies by their real stack, star the ones you'd actually work for, save jobs to your shortlist. Through conversation, populate your profile from a CV, manage applications, and let your agent sur
bgauryy
Advanced AI code assistant that intelligently searches and discovers connections across GitHub repositories and NPM packages. Features zero-config authentication, smart fallbacks, and LLM-optimized content delivery. Ask natural language questions to understand code architectures,
Scottcjn
MCP server for the IOTA blockchain — 20 tools for AI agent integration: wallet, Move CLI, and on-chain operations.
shield-collins
An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).
rperezll
Laboratorio personal con MCP en TypeScript: MCP Server, MCP Client, Claude Desktop y OpenAI API
obseasd
timosur
LocalMind is an local LLM Chat App fully compatible with the Model Context Protocol. It uses Azure OpenAI as a LLM backend and you can connect it to all MCP Servers out there.
ryokosuge
Common questions about the AI & Agents category
LLMs, AI assistants, chatbot integrations, and agent servers
mcp.so currently lists 1132 MCP servers and clients in the AI & Agents category.
Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.