What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
Br0ski777
Parse any user agent string into structured data: browser, OS, device type, engine, and bot detection in one call. -- x402 micropayment API + MCP server for AI agents
HeetVekariya
Build and deploy an autonomous Devto Agent capable of interacting with the Dev.to platform, powered by A2A (Agent-to-Agent) and MCP (Model Context Protocol)
albertoferrazzoli
MCP Server for Slotix - AI-powered appointment management. Manage appointments, clients, availability and send notifications through Claude Desktop or ChatGPT.
farukkolip
TikTapDown MCP gives Claude, Cursor, Windsurf and any MCP-compatible assistant the power to work with TikTok content directly inside the AI conversation.
SDCalvo
Example project demonstrating how to expose FastAPI endpoints as Model Context Protocol (MCP) tools using `fastapi-mcp`. Includes a basic LangChain agent (`langchain_client.py`) that connects to the local FastAPI server via HTTP/SSE using `langchain-mcp-adapters` to discover and
MastadoonPrime
Universal search index for AI agents. Search 11,000+ software tools, packages, and services across npm, PyPI, crates.io, GitHub, Wikidata, and SaaS. 6 MCP tools: discover, details, compare, categories, alternatives, feedback. Zero LLM calls, millisecond responses.
cnoe-io
PagerDuty AI Agent powered by 1st Party MCP Server using OpenAPI Codegen, LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY ACP, Google A2A, MCP Server)Agent for PagerDuty
Kinzen-dev
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, push messages, check analytics, manage rich menus — all through natural language via Claude, ChatGPT, or Cursor.
hernaninverso
Static worst-case token-budget analysis of LLM-agent workflows
hedging8563
TokenLab MCP integration for model discovery, pricing, typed LLM requests, multimodal generation, async tasks, files and developer API workflows.
slavins-co
Connect your AI assistant to your CellarTracker wine cellar. Query your inventory, get drinking recommendations, and analyze purchases and drinking history, all through natural conversation. No need to refresh your inventory, or share your tasting notes. The MCP enables AI tools
Apoth3osis-ai
AgentPMT - Empowering AI Agents with Secure Payment Capabilities
gunpal5
SIGMAEO is a comprehensive SEO intelligence MCP server that provides 52 powerful tools for AI assistants like Claude and ChatGPT.
perfly-dev
Perfly Agent Sync is a hosted MCP server for sending approved coding-agent work summaries into perfly.dev. It is built for narrow, write-only ingestion: agents can preview and submit selected summary items, but they cannot read your Perfly history, reports, profile, billing, inte
AdityaO5
Claude to Dev - easiest way for you showcase close to video issues of your projects, this tool helps you cut out noise and focus only where you need claude to see
thoughtgeek
An MCP server to answer questions on the original EU AI Act
clawsearch
Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search, author verification, and trending rankings.
dumbspacecookie
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
dontellu77
Career and workforce intelligence built on a deep HR ontology — skill taxonomies, role definitions and responsibilities, compensation and incentive structures, learning and development pathways, sourcing strategies, and role/skill evolution mapping. This structured foundation, co
CWhittemore1010
AI bookkeeper for small businesses. Connect QuickBooks and Xero to Claude Desktop. Check balances, P&L reports, invoices, create expenses, send invoices — all via conversation.
saranshbamania
MCP server that gives AI coding assistants the ability to see and interact with mobile devices. 49 tools for Android/iOS — AI-powered visual analysis (Claude + Gemini), smart tap/type by description, Flutter widget tree inspection, video recording, and test script generation. 4-t
SouravKumarBarman
KaranThink41
Integration of SpinAi Agent with Hubspot Mcp server
ugobe007
AI-powered BESS quoting & energy sales intelligence MCP server
uriyahav
eliottreich
Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants t
QuentinCody
hassanahashish-design
Five live data tools for AI agents — company hiring signals (Greenhouse/Lever/Ashby), SEC EDGAR filings, academic papers (OpenAlex), GitHub repos, and Hacker News — as flat, citation-ready JSON. Hosted on Apify; pay-per-result billing to the caller's own Apify account, empty resu
Avierovich
Open, real-time intelligence on AI startups — valuations, ARR, funding — every figure sourced, dated, and confidence-scored, with public-source contradiction flags. A free PitchBook alternative your AI agent can read: read-only, zero LLM calls, no API key. Run with: uvx openpitch
antonbabenko
A second opinion in Claude Code or any MCP host, from GPT, Gemini, Grok, and 400+ OpenRouter models. Seven domain experts review plans, find bugs, and weigh tradeoffs - advisory by default, or implementing when you ask.
fredrikp999
Example of using MCP servers, both over sdio + sse. Also using langchain-mcp
demand-discovery-ai
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring),
databox
The Databox MCP server empowers your AI tools to talk to your data, enabling agentic analytics, automated data ingestion, and real-time conversational analytics. It transforms Databox into an intelligent backend for your LLMs, allowing tools like ChatGPT, Claude and Cursor to que
Zen7-Labs
abelce
CodePic MCP lets your AI agent (Cursor, Claude Desktop) create editable hand-drawn diagrams directly in CodePic — instead of static images or Mermaid text you paste manually. It returns a link that opens in the editor, where you can move shapes, edit labels, share a read-only lin
mkc909
MCP server that enables communication and coordination between different Roo modes/roles across multiple systems
Charming MCP server - generate and host interactive web apps via MCP
imaginepeakstudios
The first artist-owned MCP server. Exposes the album The Time Is Now by independent artist Matthew Hartley as a structured, queryable catalog for any compatible AI client — Claude Desktop, Claude Code, ChatGPT, Perplexity, and more.
apifyforge
Agricultural commodity climate risk intelligence for AI agents via the Model Context Protocol. This MCP server gives any AI assistant — Claude, GPT-4, Cursor, or a custom agent — direct access to live weather stress analysis, pest emergence monitoring, trade concentration scoring
DeibyGS
Local daemon that tracks Claude Code and OpenCode sessions in real-time. Exposes an MCP server so Claude can query its own usage mid-session: quota status, session cost, top tools, weekly insights, burn rate, and model breakdown. No cloud, no accounts — everythin stays on disk.
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.
get-cclarity
CClarity connects AI assistants (Claude, ChatGPT, Cursor, etc.) to your LinkedIn world inside the CClarity platform: profile and business context, ICP, writing style, post analytics, profile viewers, outbound engagement history, inbound “who engaged” on your posts, connection inv
r16academy
Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo
amiralamox
Simple Practical MCP tools
ephemeraldew
Skill MCP Server is a standard [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) server that bridges Claude Skills to any AI agent that supports MCP.
jdhart81
Live 18-agent MCP economy: 117 tools for identity, trust, escrow, metering, notary, clean-energy tax credits, and more.
jdguggs10
Connect ESPN & Yahoo fantasy leagues to AI assistants via MCP. Read-only tools for rosters, standings, matchups, free agents, and league info across football and baseball. Works with Claude, ChatGPT, and Gemini.
ogulcanarbc
mcp server assistant for mock data
Laiye-ADP
ADP is an Agentic Document Processing (ADP) product independently developed by Laiye. It deeply integrates Vision-Language Model (VLM), Large Language Model (LLM) and agent autonomous decision-making technologies, thoroughly revolutionizing traditional document processing modes.
MathewTomberlin
A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent
garasegae
Agent-first skill marketplace MCP server. AI agents discover, install, and share reusable skills across 7 platforms (Claude, Cursor, Windsurf, Cline, VSCode, Copilot, OpenAI) via MCP protocol. 15 tools including skill search, download, upload, and agent discovery.
CoinRithm
Let any AI agent paper-trade crypto spot, futures, and prediction markets on CoinRithm using a user-minted API key. A simulated 50,000 virtual-mUSD account (no real money, not financial advice), 21 scope-gated tools, and a public Agent Arena leaderboard. Works with Claude, ChatGP
BLTGV
Script to easily switch between Claude MCP server configurations on macOS.
dux-simform
rapls
WordPress AI Chatbot plugin supporting OpenAI, Anthropic Claude, and Google Gemini.
seonghoo1217
Java 환경에서 MCP 서버를 구축하여 Claude Client와 연결해보자
czechfabric
Real-time Czech public transport assistant powered by CzechFabric MCP. | Aktuální dopravní asistent pro Českou republiku poháněný CzechFabric MCP.
vetlefo
MCP server for intelligent document chunking and progressive summarization, optimized for Claude context windows.
jhsu
mcp server for fetching available llm models
lampepfl
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. Instead of calling tools directly, agents write code in Scala 3 with capture checking: a type system that statically tracks capabilities and enforces that agent code cannot forge access rights, cannot
Common questions about the AI & Agents category
LLMs, AI assistants, chatbot integrations, and agent servers
mcp.so currently lists 1226 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.