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MCP servers tagged ai-agents
15K live MCP servers tagged "ai-agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-agents.
Vk Ads MCP
MCP server for VK Ads — campaigns, targeting, budgets, statistics (Russia). Part of WWmcp — 46 MCP servers for emerging markets.
GitHubDevCard MCPAgent
AI-powered GitHub Developer Card Generator built using Google ADK, FastMCP, Gemini 2.5 Flash, FastAPI, React UI, and Cloud Run deployment for intelligent GitHub profile analysis a…
Spring MCP Server Tutorial
Build an MCP server in Java with Spring Boot 4 and Spring AI — expose your app's operations as tools any AI agent can call.
Azure AI Foundry ITSM
Agentic Service Desk powered by Microsoft Foundry, APIM as an MCP server, and Halo ITSM enabling grounded AI support using Halo knowledge base data.
mcasdfgf/mcp-roo-memory
based deployment with Qdrant.
SagaPeak/artifacta-mcp
mcp`).
Patent-PreCheck/patent-precheck-mcp
y @patentprecheck/mcp`.
MkTurner74/botverse-mcp
mcp`
poolside-ventures/meetbot-mcp
Meet.bot: scheduling for AI agents. Check real calendar availability and book meetings on connected Google/Microsoft calendars. Pay per meeting booked, not per seat.
Perufitlife/web-exposure-mcp
only.
alforge-labs/alpha-forge-mcp
mcp`
Risk Analytics MCP Server
MCP server that gives AI agents quantitative risk analytics tools: Value at Risk (VaR) and Expected Shortfall by 4 methods, GARCH volatility forecasting, extreme value theory (EVT…
AI MCP Gateway
Implementation of small MCP server toolkit for AI agents.
quokkapix/quokkapix-mcp
mcp`
kaka-milan-22/kops
shot cluster triage & inventory.
anhmtk/agentshare-mcp
Solana DeFi intelligence MCP (Meteora DLMM `meteora_brief` + `meteora_pool_detail`, Solana DEX + DefiLlama scout). Commerce tools are secondary. Hosted at https://agentshare.dev/m…
Bidsketch/signwell-mcp
y @signwell/mcp`.
Kraken CLI Chainvector
Kraken CLI x ChainVector - trade on Kraken from the terminal with ChainVector signals intelligence (regime, momentum, probability engine, whale flow, liquidations, funding, strate…
Applens
In-process MCP server for debug builds — your running Android/KMP app, visible to your AI agent
chefcohen/corroborate-mcp
mcp`.
rob925/mcp-shield
server`
polsolbridge/solana-swap-api
no API key, no KYC. Remote at https://swaptitan.net/mcp
HR Intelligence Platform
8-agent HR platform — LangGraph, MCP/FastMCP (28 tools), 1,909 tests, GCP Cloud Run
NexusAOS
NexusAOS — Agentic Operating System with biological metaphor architecture (metabolism, endocrine, immune, motor) for AI orchestration. Python, FastMCP, CustomTkinter.
forcedreamai/forcedream-mcp
server`.
Posthog Writer Agent
MCP server for PostHog docs — Python, FastMCP, ChromaDB, semantic search for AI agents. Independent, unofficial project.
Jawata MCP
Compiler-accurate Java analysis & refactoring for AI agents — JDT-backed MCP server: parity-gated reversible refactoring, whole-workspace scope, grounded memory, agent enforcement…
Claude Start
Opinionated Claude Code starter: shared CLAUDE.md memory, hooks (privacy/git guards, auto-format, canary), agents, slash commands, and token-compression tooling (RTK, Caveman) — c…
Aethra
One platform to deploy, route, certify, monitor and operate your infrastructure — with an embedded MCP server so your agent can run it. Replaces Coolify + Traefik + Uptime Kuma +…
MCP Junction
Self-hosted integration layer so any AI agent can safely reach your connected accounts — profiled, sandboxed, credentials kept local.
ToolRouter
Pick the right tool and know when to abstain. Found the '100% clear-query accuracy' only held on the tools' own keyword vocabulary: natural questions scored 5/15. Fixed with vocab…
Melaya
Governed AI agents that actually do the work - in the cloud or on your own machine - across business systems, real browser tabs and real Android apps. Visual builder, MCP server,…
Crypto Claude Skills
Claude Code & AI agent skills for on-chain crypto data APIs — Dune, Solscan Pro, Nansen, Solana RPC (Helius/QuickNode). Credit-aware, batch-optimized, cross-agent via AGENTS.md.
Detailed With Projects
Learn MCP with practical projects for beginner to advanced use, connecting AI models, tools, and external systems
Shadow Vision
Open-source MCP vision server that gives text-only LLMs and AI agents image understanding, OCR, visual analysis, UI inspection, and multimodal capabilities.
Causly Server
Open-source MCP server that gives AI agents the tools to build, ship, deploy, and operate real software end-to-end.
Enterprise Agentic AI Platform
Multi-tenant control plane for enterprise AI agents: onboarding a new assistant is a configuration change, not a deployment. Shared runtime for retrieval, orchestration, conversat…
Mailbox MCP
Self-hosted MCP server: any IMAP mailbox + CalDAV calendar for AI agents, with multi-user OAuth (mailbox password = login) and a semantics layer
Commit Discipline MCP
Keep AI coding agents honest: plan tasks into small, test-gated Git commits through MCP or CLI on Windows, macOS, and Linux.
Farcaster Agent
🤖 Automate Farcaster account creation and casting without intervention, using a toolkit that handles everything programmatically.
Cardano MCP
Cardano's missing MCP server. Query UTxOs, decode datums, scaffold Aiken validators, watch addresses with Kupo, and query live CIP-1694 governance — all from your AI agent
Tesla MCP Server
MCP server for Tesla vehicle control via the Fleet API
Data Station
AI Agents to simulate a MCP 🤖
Advanced Research Agent
Advanced Research Agent built with Python, MCP, Firecrawl, and LangGraph to autonomously crawl, extract, and structure web research data using LLM-driven workflows.
EvoAI
An ollama based LLM interface for providing agentic abilities to LLMs.
Agentic AI LLM Apps
A modular repository for experimenting with LangChain, LLM-powered Agents, and Autonomous AI Workflows. It contains practical implementations, mini-projects, and research-based pr…
Amorce Py SDK
🐍 Amorce Python SDK - Ed25519 signatures for AI agents
Json Navigator
MCP Json navigator for allowing Ai using json files > 10MB
Ggcheckout MCP
MCP server for GG Checkout: manage products, checkouts, payments, funnels and members areas through Claude, Cursor and other AI agents. 142 tools across 18 domains.
Redfish MCP Server
An MCP Server allowing AI agents to interact with Redfish enabled BMC