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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.
Swarm
Universal AI Agent Coordination Platform — 54 smart tools for multi-agent teamwork
Infrastructure MCP
Give Claude Code, Cursor, and other AI agents safe access to your real infrastructure — without giving them raw SSH access.
One
MCP-one is a central server that connects multiple independent MCP servers and exposes a unified interface to clients (LLMs or applications).
Code Context MCP
MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, dependency graphs, and per-file change tracking.
Devkit
A deterministic development harness for Claude Code — MCP workflow engine, enforcement hooks, YAML workflows, and multi-agent consensus (Claude + Codex + Antigravity/Gemini)
Relay
Orchestrate coding agents across repos. Local-first, self-hosted, runs inside your existing Claude / Codex CLI.
Uplinkcrate
UplinkCrate: self-hosted multi-server MCP (Model Context Protocol) gateway with Bearer token auth, powered by MCPHub and Caddy. Streamable HTTP/SSE access to filesystem, fetch, Gi…
Argus
The design intelligence runtime for AI agents. 49 rules. Zero LLM. MCP-native. Give your agent eyes.
Astrolabe
The full-state-verification layer for AI coding agents: one native MCP server (Rust host, C engine) that turns a repository into measured, grounded, guarded, predictive, self-impr…
Capcut MCP
Direct AI manipulation of CapCut project files via Model Context Protocol. A local tool for AI agents built with Elixir and OTP.
Agentsync
Sync Claude Code and Cursor rules, skills, and MCP configs from one source of truth. One CLI for Codex, Gemini CLI, and other AI coding agents.
Archicad MCP
MCP server for Archicad automation via Archicad's built-in JSON API, with Tapir add-on support
Mesh
Shared semantic memory layer for AI agents — enabling cross-session knowledge persistence and seamless inter-agent collaboration.
Solidworks MCP
MCP server for SolidWorks on Windows — open and edit parts/assemblies, create geometry, mates, measure, rebuild, export, and more via a TypeScript front door and .NET COM worker.
Pinakes Rs
Self-hosted knowledge service for AI agents: an LLM-maintained wiki and a business graph, searched in milliseconds, far faster than RAG, with no LLM or database on the read path.…
Clew
Lineage-based impact analysis and remediation for workflow runs. What a bad input or an incident report reached, what to re-run, delete or disclose, sealed as evidence an auditor…
Blender MCP
Drive the Blender on your machine from any AI agent, headless. Inspect a 3D file, convert between GLB/glTF/FBX/OBJ/STL/PLY/DAE/USD/Alembic/.blend, render a preview that comes back…
Agent Skills
Agent Skills - 59 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, commit-lint, coverage-analyzer, api-contract-…
Projectmind
AI-driven architecture browser: MCP server + desktop app. Claude Code, Codex & other AI agents explain your codebase with guided walkthroughs, diagrams and visual artifacts. Read-…
Code Context Engine
MCP context engine for AI coding agents: a local code graph answers "which files does this task need?" — folded evidence packets instead of whole files. Recall 1.000 on repos it w…
Seshat Runtime
Open-source Go agent runtime for autonomous AI systems and multi-agent automation. MCP, RAG, 15+ LLM providers and 60+ built-in tools in a single binary.
Skarn
A fast, OS-sandboxed Model Context Protocol gateway with an embedded Code Mode engine and shell-output token compression, in a single Rust binary.
Postgres
A production-grade, schema-aware PostgreSQL MCP server for enterprise AI. Features Zero-Trust SQL validation, multi-tier permissions, and real-time schema introspection for secure…
Agentgate
Collateralized execution engine for AI agents: bond-and-slash accountability with Ed25519 identities, bounded exposure, and progressive trust tiers.
Agent Skills
zephex Hosted MCP skill pack 10 tools, 13 editors (Claude Code, Cursor, VS Code + 10 more). Live repo analysis package upgrades, codebase scoping. No token waste.
Agentia
面向应用开发的声明式 agent 服务开发框架：装饰器 + DI 声明四类能力，主 agent 编排执行；每次 run 产出结构化结果与可观测调用树（trace、成本、指标），交付可直接上线的服务。
Capgate
Capgate — runtime authority boundary for autonomous AI agents: the agent proposes, the harness authorizes, the executor acts. Deny-by-default policy, non-transitive delegation, ta…
Chief Everything Officer
Connect web-based AI assistants to your own Git-backed workspace, long-term memory, and local execution agents via MCP.
Argos Engine
Token-efficient, local-first web research MCP server in Rust: keyless multi-profile metasearch. Built on FlojoMCP.
Akili
Open-source platform for orchestrating, governing, and safely automating AI agents across your infrastructure.
Benchmark
Head-to-head benchmark comparing the official MCP to the MCP auto-created by Hintas.
Agentic Plugins
Public Claude Code plugin marketplace — installable skills and agents for AI coding agents. Drop-in capabilities you add with one command.
Skill Router
An MCP server for discovering, ranking, and retrieving agent skills while minimizing context usage.
Agent Toolkit
⚡ Production-ready Model Context Protocol (MCP) servers, agent skills, and automation workflows for Claude, Cursor, and AgentScope. / 专为现代 AI 智能体打造的开箱即用 MCP 服务与自动化技能套件。
DB MCP Gateway
Self-hosted MCP gateway: AI agents get audited, SSO-gated, read-only database access without ever holding a DB credential.
Easypanel MCP
MCP server that bridges AI assistants with EasyPanel. Control your infrastructure through natural language – deploy services, manage deployments, networks, and projects via Claude…
Agentbridge
Universal Skill & MCP Sync Engine for AI Coding Agents (Antigravity, Claude Code, Codex)
Comfyui MCP
Universal MCP server and Agent Skill for building, validating, running, and managing ComfyUI workflows.
Datadog
A Datadog MCP implemented in C# that exposes logs, metrics, traces, and monitors as structured context for AI agents, enabling automated observability analysis, test validation, i…
08 AI Business Agent
An AI agent that investigates real business questions using a real SQLite database and a real MCP server — evidence-grounded reports, not chatbot guesses. Week 8 of a 90-day AI En…
Skillsmith
One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instruction files (Claude, Cursor, Windsurf, Copilot, Gemini), reusable skills, and MCP server for…
Vk Ads MCP
MCP server for VK Ads — campaigns, targeting, budgets, statistics (Russia). Part of WWmcp — 46 MCP servers for emerging markets.
Devmemory
🧠 Persistent local-first memory for AI coding agents — MCP server + CLI for Claude Code & Cursor. SQLite FTS5, secret redaction, project isolation.
Tia Portal Openness MCP
TIA Portal Openness MCP — drive Siemens TIA Portal from any MCP client (stdio). Multi-version builds for V18/V20/V21; 231 tools (208 on V18): projects, hardware, PLC objects (Tag/…
Android MCP
MCP server for Android device automation over ADB - screenshots, UI hierarchy, taps, app management, logcat, and screen recording. No companion APK, no telemetry.
Agy Foreman
Hand plan tasks from Claude Code to Gemini 3.8 Flash through the Antigravity CLI, and merge only what passes your tests.
Policy
The three.ws MCP tool policy: every tool's group and tier, read-only by default with opt-in financial groups, named confirm flags, and preview ids that must precede every irrevers…
Synapse
Synapse AKG: High-performance Agentic Knowledge Graph with hybrid search (KNN + BM25 + RRF) for AI agents
Tessera
Open-source, MCP-native benchmark for whether AI agents reason reliably over fragmented enterprise knowledge — accuracy, provenance, correct refusal.
Peek
See and drive any Mac app from your terminal or your AI agent.