What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
gtdfg6wgg8-ui
Pay-per-call x402 data APIs for AI agents, exposed over MCP. Multi-source web search (Hacker News + GitHub + Stack Overflow + Wikipedia in one call), multi-chain on-chain reads (balance, gas, tx across Base/Ethereum/Optimism/Arbitrum/Polygon), token rug-check, live DEX data, and
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
MCP-Dev-Studio
lamemind
Esperimento di sviluppo Java EE automatizzato con Claude + MCP
manteclaw
MCP server for Base L2 earning and security tools — contract audit, gas estimates, yield farming, token analysis, wallet health
Stanly.Jin
Professional chemical engineering simulation with 11 tools
Pratham-Jain-3903
frontend for generic MCP server based chatbot
archimedes-market
Expose any LangChain chain, agent, or tool as an MCP server. Schema-aware tool registration, tool-call tracing, retry and timeout policies, and structured output validation. Bridges the LangChain ecosystem into Claude / ChatGPT / Cursor without rewri
danieldoderlein
Atomic gap-free id claims, advisory file leases, a shared event ledger + digest, presence, prose handoffs, and a task graph - so multiple agents (Claude Code, Cursor, Codex) stop colliding and re-deriving each other's work. Native Streamable HTTP, one claude mcp add. Open source
movva09
Agentic MCP Client Server that solves a math task and draws output in rectangle in a drawing app.
kochenevsky
Track and grow your brand visibility across AI assistants: ChatGPT, Perplexity, Claude, Gemini, and more. Semantica AI MCP server gives AI assistants direct access to AI visibility analytics — monitor brand mentions in LLM responses, run visibility scans, analyze competitors, tra
Wooonster
Tencent-RTC
It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact with the Tencent RT SDK and API.
davidmosiah
hemant-zangoh
Complete development environment setup for Claude Code with MCP servers, dev containers, and long-running job capabilities
laksh753
MCP Server Repository
ogulcanarbc
mcp server assistant for mock data
carvectorio
Give your AI agent real vehicle data. An MCP server that lets Claude, Cursor, ChatGPT, or any MCP-capable client query the CarVector API natively — vehicle specs, representative images, federal recalls, and OBD-II diagnostic trouble codes.
ptitiwat2543
GeminiLight
Local-first knowledge base MCP server. Let AI agents (Claude, Cursor, Gemini CLI, etc.) read and write your Markdown notes via MCP protocol. Supports Streamable HTTP and stdio transports.
bleedmode
Tells you how you and your Claude agent actually work together. Reads your CLAUDE.md, hooks, skills, memory, and scheduled tasks — then writes you a letter. Three core tools: collab (collaboration scoring + lint), security (secrets scan, prompt-injection surfaces, rule conflicts)
fbettag
OpenAI Deep Research MCP Server enables AI assistants to conduct comprehensive, multi-step research through intelligent web search and content synthesis. Transforms complex research queries into structured, citation-backed reports without writing custom search logic. Features ite
KlausJager10110
Implement an MCP (Model Context Protocol) server with an AI agent using the OpenAI SDK and an OpenRouter base URL,
Sumedh1599
Uses Claude or OpenAI API to convert prompt-mapped input into concrete MCP server components such as tools, resource templates, and prompt handlers.
RohanMuppa
MCP server for Brightspace (D2L): check grades, due dates, announcements, rosters & more using Claude, ChatGPT, Cursor, or any MCP client. Built with TypeScript and the D2L REST API.
MathewTomberlin
A simple prototype SwarmUI MCP server with accompanying local LangChain Ollama agent
jameshung2015
public server for mcp
noma-py
Gives AI agents a structured action manifest for any webpage — what's clickable, fillable, and submittable, so agents can act on a page instead of just reading it.
shoggi211
Repair malformed JSON from LLM tool calls and agent-to-agent handoffs — fixes trailing commas, single quotes, truncation, markdown code fences, comments, and python literals, and can validate/coerce the result against a JSON Schema. Free deterministic tier; pay-per-call LLM fallb
true-alter
MCP server wrapping local Ollama models for Claude Code delegation
mannubaveja007
Academic Hub A professional network for researchers to publish, collaborate, and monetize their work. Powered by Google's Gemini LLM with MCP context server for intelligent research assistance, and integrated with the OCID Edu Chain ecosystem for secure identity management.
hblaDCOM
SQL Server Agent tool (with MCP)
newideas99
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.
kani3894
Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP tools.
ChenYCL
🌞 A dedicated MCP server purpose-built for agent conversation summarization.
ausboss
A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides an interactive command-line interface for an AI agent that can utilize filesystem tools.
mows21
Claude Desktop MCP Server - Local desktop AI agent with file access and notifications
dschwartzAI
MCP-Mirror
Mirror of
shwetha-sundar
hitechdk
AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.
allanbrewer
LLM agent to connect with MCP servers
benhaotang
Minimal MCP (Model Context Protocol) HTTP server for AGENTS.md and structured tasks, with versioned history (logs/revert) and an ephemeral scratchpad, exposed over a Streamable HTTP endpoint. The scratchpad can also be used to spawn context isolated subagents (via Gemini, OpenAI,
Tomatio13
An MCP server to wrap the OpenAI Codex CLI for use with Claude Code
sou-lab
ESA.io Model Context Protocol server for Claude Desktop
fullstackdegen
Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing audit evidence, CSS selectors to locate the issue in your repo, implementation steps, and acceptance criteria to verify
forgemeshlabs
Canonical travel-agent MCP server for Glama and MCP clients with FREE category discovery, creator experiences, day-trip and weekend planning, transit options, airport comparisons, timing advice, coverage requests, and x402 trip price guidance.
john-broadway
The Proxmox MCP you can hand the keys — VE + Backup Server + Mail Gateway on one audited trust core (plan, prove, undo, diagnose). 325 tools, MCP + A2A.
sekera-radim
Human-in-the-loop approval inbox for AI agents. An agent proposes an action, a human approves or rejects it, then it runs. Watchers + approval inbox, MCP + REST, self-hostable (MIT).
ChrisNoronha
erekola
The public read-only MCP server for turva.dev, live at mcp.turva.dev/mcp. Published in the official MCP registry as dev.turva/turva-mcp.
Doc-API-LLC
MCP server for DocAPI — generate PDFs and screenshots via Claude Desktop, Cursor, and any MCP-compatible agent
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.