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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.
Agentic Developer Craftsmanship
Construisez des systèmes agentiques professionnels — de l'histoire de l'IA au déploiement en production. Cours 100% open-source : LLM (Large Language Model), prompt engineering, m…
Dontguess
Cached-inference exchange for AI agents. Retired experiment.
Query Genie
🧞 Transform natural language into actionable insights with QueryGenie, a robust AI platform for intelligent database interaction and real-world deployment.
ITL.Braincell
Centralized memory platform for AI agents — REST API, MCP server, PostgreSQL, Weaviate vector search, and Redis cache for semantic context management
Dscope Camel Agent
Enterprise-ready Apache Camel agent framework for blueprint-defined AI workflows, tool orchestration, Spring AI provider integration, DScope persistence, AGUI experiences, and rea…
Agent Code Buddy
Companion approval surface for local coding agents
Agentdash
Self-hosted real-time monitoring dashboard for AI agents
Cachly Intellij
Cachly Brain — IntelliJ IDEA plugin for AI memory monitoring. Status bar widget, lesson viewer, storage usage.
Esp32 Loop
Fast flash→observe→iterate loop between ESP32 boards and an AI agent.
Eidolon
The cryptographic authority layer for AI agents. Watch every tool call live, delegate exactly the authority you choose, and kill it mid-session — enforced by a signed, revocable c…
Agntz
Portable YAML agents for TypeScript and Python, with embedded execution, hosted APIs, evals, traces, and durable memory.
Fidgetflo
FidgetFlo — multi agent swarm orchestrations; fidgetcoding's spinoff of ruvnet's ruflo (MIT). Attribution in LICENSE + CREDITS.md.
Authstack
Authstack allows you to solve authentication and authorization problems building SaaS apps, AI agents and MCP servers
SyncContext
Shared team memory MCP server with semantic search — sync context across AI coding agents
Vibe Coding Prompts
30+ structured prompts for building real apps with AI. Landing pages, dashboards, APIs, CLIs — production-quality code on the first attempt.
AgentRX
AgentRX diagnoses AI tool-chain failures and prescribes the next best action. Covers skills, MCP servers, plugins, built-in tools, agents, workflows, and hooks. Task-first, not to…
Suggestion Box
Feedback registry MCP for coding agents — captures friction, feature requests, and observations with embedding-based dedup, voting, and GitHub issue publishing.
AI Agent Tool Augmentation
Multi-agent LLM system that augments AI agent tools using code generators (ReAct-based code generation, security review, Docker sandbox execution)
Plateau
Bounded context for long-horizon LLM agents: carry a small re-grounded signal instead of replaying the transcript, so a parent agent's footprint stays flat as the task grows. Reco…
Oh No My Claudecode
The coding harness that measures itself. Wraps Claude Code / Codex / OpenCode, blocks false "done" with an independent verifier, mediates side effects, writes tamper-evident recei…
Web Research Cascade
Claude Code skill that escalates blocked web fetches (WebFetch -> Jina Reader -> Firecrawl -> your browser) so primary sources get read instead of silently skipped.
Awesome Ecommerce Apis Directory
A curated directory of ecommerce APIs for marketplace intelligence, product research, pricing, reviews, sourcing, and AI product content.
Orgami
An evidence-backed map of your GitHub organization — what each repo is, how to run it, what it talks to, where it deploys — plus daily and weekly digests and one shared memory, ha…
Agent Covenant
Centralized development rules, skills, workflows, prompts, subagents, hooks, and MCP servers for AI coding agents
Lucinlabs
Static analysis for AI agent tools. Reads the function body, not the tool description.
Safa
Let AI agents diagnose servers, services, and infrastructure without revealing passwords, private keys, or reusable credentials.
Autochrome
Autonomous photographic color science engine, screenshot annotation studio, and live darkroom preview for AI Agents (Claude Code, Cursor, Gemini)
Autonomyproof CLI
Prove what authority your AI agent holds — and fail the PR that grants new unsafe authority. Open-source, local, deterministic.
Page Agent SDK
给网页一个会改页面的 AI 助手。一行代码挂载对话框，AI 通过工具按 schema 安全读写页面数据，实现「对话式」搭建/编辑/运维。
Titans Platform
Titans platform distribution: signed catalog, one-line installers, bootstrap, shared runtime tools (tool-manager, MCP adapter, inference, contract). Start here.
Claude Workflow Kit
Evidence-first Claude Code workflow as a plugin: verification standards with claim-class proofs, a 7-phase methodology with adversarial spec review, subagent model-tier enforcemen…
Ownware
The open, model-agnostic platform to build your own AI agent and run it everywhere — self-hosted, safe by default.
System Ir
System Context Compiler — compile code, config, infra, runtime, and intent into an evidence-backed machine model, then emit task-specific context packs for AI coding agents (Claud…
Loopr
A live dashboard for loop engineering to monitor every step of your loops. A maker builds, a checker grades it against your rubric, and it repeats until every criterion clears you…
Social Dive
Social Dive 🤿 — Agentic internet-access layer. Read and search 16+ internet sources (arXiv, GitHub, YouTube, etc.) with high-speed Rust HTML parsing and LLM summarization via NVID…
Roadkeep
Keeps a project's roadmap, changelog, improvements and strategy files to one format - a schema at the point of insertion, not a linter after the fact. Python CLI + Claude Code plu…
Tomi
MCP-native, agent-agnostic marketplace intelligence — works with Claude Code, Codex, Cursor, OpenClaw, Hermes, Pi, and any MCP-compatible AI agent. Amazon · Walmart · TikTok · 168…
Gemini4codex MCP
Model Context Protocol (MCP) server bringing Gemini's advanced agentic capabilities to Codex and local IDE workflows.
Roshambo Starmap
Evidence artefact of the Roshambo field run: 27 agents from five vendors on two machines built an invented star chart under lease discipline - 1,226 collisions, never two winners.…
Impactworks AI Workforce MCP
Governed MCP capabilities, AuditFlow, and the Cog installable agent for the ImpactWorks AI Workforce.
Cordis
Helping AI agents remember what happened, learn from evidence, and approach the next task differently.
Danshari Skill
🧹 断舍离.skill / danshari.skill — 第一个劝你删 skill 的 skill：审计并移除你的 agent 不再需要的 skill（模型已会的 / harness 已自带的 / MCP 已接管的）。The first skill that tells you to delete skills — audit & remove wha…
AgentVerify
AgentVerify is an open source outcome verification for action-taking AI agents. It checks that high-risk actions reached the required final state in your systems of record and pre…
PyThermoCalcDB NASA MCP
PyThermoCalcDB-NASA-MCP is a Model Context Protocol server for running selected pythermocalcdb-nasa thermodynamic calculations from agents and MCP-compatible clients.
Plugin Cabal Hunter
ElizaOS plugin — the complete verdict on any Solana token before your agent buys: coordination + honeypot + deployer history, one call, on-chain proof. 5 free scans/mo or 250 with…
Noscape
MCP server security scanner. Know what your AI agents are connecting to.
Trivago
Trivago — independent third-party profile of a public API surface, by API Evangelist. trivago (trivago N.V.) is a global hotel and accommodation metasearch engine, founded in Düss…
Benchledger
Evidence-aware inventory and project planning for 3D printing, electronics, and AI-assisted making.
Skills I Use
A curated, cross-agent collection of 400+ Agent Skills for Claude Code, Cursor, Codex & more — reviewed, deduplicated, and fully attributed to original authors.
Tech Radar Agent
Local AI-agent research copilot: hybrid retrieval (E5 + BM25 + RRF + cross-encoder), bounded ReAct agent with deterministic citation validation, FastAPI + React chat UI, and a rea…