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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.
Harnessfacts
Open compatibility test suite for coding agents. Evidence-backed tests for instructions, skills, MCP, Git and CI.
Content Blueprint
Local-first AI content operations for Facebook marketing and SEO — Wails desktop, Chrome/Brave extension, MCP, Claude Code and Codex.
Nolane Habitat
Semantic project intelligence and governed workflows for agents
Kubectl Mole
digs down to what actually broke — one structured verdict for why a Kubernetes rollout failed. Deterministic, read-only, built for CI and agents.
Project Definition Skills
Provider-agnostic Agent Skills for turning ideas and incomplete requirements into clear, reviewable project definitions.
Agentoffice
A collaborative Office workspace for people and AI agents. Alternative to Google workspace.
Cade
Docker-first, single-repo private developer platform: remote dev (Coder), AI coding agents, GitHub automation, Temporal durable orchestration, OPA/OpenBao governance, and Promethe…
Pixel Team Studio
An open-source pixel office for visualizing AI agents, team tasks, KPI progress and schedules.
Bedrock
Verified self-healing web scrapers. Every AI repair is tested against golden fixtures before it ships, and every row carries a provenance receipt with its full heal lineage. Built…
Conciencia
The Open Control Plane for Autonomous Work. Orchestrate AI agents, missions, approvals, governance and observability - with MCP, human-in-the-loop execution and full auditability.
ContextSeal
Graph-backed certification for high-risk data changes, powered by DataHub MCP.
TracePad
LLM observability and evals in a single binary: traces, prompts, datasets, scores and review queues for LLM and agent apps. Self-hosted, SQLite inside, OpenTelemetry-native, MCP a…
Awesome Bio Agents
A curated collection of AI agents, harnesses, MCP servers, skills, tools and benchmarks for biological research.
BersamaAi Community
Malaysia-based AI community on Discord: an LLM-as-a-Judge news pipeline routing into 9 topic channels every 3 hours, a creator-watch summarizer with Whisper ASR for caption-less v…
AEL Agent Native Blockchain
AEL v0.13 public agent-native blockchain devnet: useful work, portable memory, resilient replicas, and deterministic mainnet readiness
TailorLayer
Evidence-first security review for agent repositories: source-linked findings, suggested fixes, drift checks, and least-privilege launch plans.
Watchlight De
Watchlight Developer Edition for Agent Runtime Governance - AI Security - AI Agent Security
Founders Os Lite
A free, vendor-neutral starter kit for multi-agent AI governance — put agents to work without handing them authority.
Containers
A portable "brain in a box" for AI coding agents: persistent file-based memory + self-reported capabilities + a machine-enforced close ritual + field-tested learning — surviving s…
Letta Matrix Channel
Dynamic Letta Code channel plugin for Matrix — first-class Telegram-parity integration for letta-ai/letta-code. 186/186 tests, real conduwuit verified.
Agentblackbox
AAPP: Flight Recorder for AI Agent Tool Actions. Prove what an AI agent was allowed to do, what tool it requested, what policy decided, and whether the evidence was changed later.
Living Vault
Local-first system of record and effectiveness monitor for agentic assets (skills, subagents, MCP servers, bundles). Every asset carries evidence of use, cost, and effectiveness;…
Dsk
dsk — design-system memory toolkit for humans and AI agents
Forcedream SDK Rust
Real Rust SDK for ForceDream: discover, invoke, and cryptographically verify AI agents.
Site Abilities MCP
Guarded WordPress abilities for MCP clients, with read-only defaults and recoverable changes.
Datameshops
Autonomous Data Remediation & Production ML Governance Platform — Build with DataHub Agent Hackathon
Iso Standards Expert Skill
Agent skill: cited clause-level ISO standards support (ISO/IEC 27001, 27002, 27005, 42001, ISO/SAE 21434) via the Ansvar Gateway MCP connector and the ISO Standards add-on
Lucidlink AI
Index of LucidLink AI integrations - give your AI agents secure, real-time access to your LucidLink filespace
Skill Tripwire
A fail-closed scanner for poisoned agent skill and config files. Zero dependencies, published detection and false-positive rates.
Agent Jobs
Run resumable, schema-validated batch jobs with agents
Agent Development Kit
Typed, provider-neutral Python ADK for production AI agents with A2A, MCP, gateways, guardrails, deterministic tests, and pluggable model providers.
Wove
The open-source CMS your agents can actually use - every action is a typed, audited tool over MCP + REST. Bun · SQLite · one container.
Copycat
A local-first temporal clipboard shared for agents
Klaviyo Audit Agent Skill
Read-only Klaviyo MCP audit skill for Codex, Claude, GitHub Copilot, and other AI agents.
Traduko
Desktop translation workstation for video, audio, subtitles, and documents: speech recognition, LLM translation, agent proofreading, dubbing, and export. A tool-using assistant op…
Akasha
A local vault for AI agents — credentials your agents can use but never read, with a full audit trail. Local-first, Apache-2.0.
Mdloop
Human-in-the-loop review for agent-written markdown. Self-hostable, Apache-2.0.
Fieldnote
Monitor what your coding agents actually do. Act on it. Train them on it. Evidence-first analytics for AI-written pull requests — no LLM judges.
Traceplay
VCR-style regression harness for AI agents: record trajectories once, replay offline with zero tokens, and assert behavior in CI.
Dsh Uni Editor
All Editors, one DSH Editor. Unified Editor runtime for DeepSeek Harness, powered by MCP Apps.
Mechanics
Behavior-spec system for apps: full-spec user stories, coverage-audited manifests, e2e-linked verification waves. CLI + MCP + Claude Code skills + forkable template.
Browser Whiskor
Browser perception for AI agents — framework state, DOM, pixel-accurate text, network, screenshots, OCR, and a UI state graph — exposed over MCP and HTTP.
Riftlab Personal Os
A personal operating system for Claude Code
Dsh Kit
102 Cordis plugins for DeepSeek Harness: search, social, business data, multimodal AI, MCP, and developer tools.
Onlybots
The shop where bots buy things — agent-payable APIs on a sovereign x402 stack. Web reader, PDF reader, screenshots. Pay per call in USDC on Base, no accounts.
Web Vector
Web research for AI agents in one tool call: search → read the full pages → rank → cited passages. Library, MCP server and CLI; zero API keys needed.
Winuse MCP
Computer use for Claude Code on Windows: an MCP server that lets Claude see your screen and drive mouse and keyboard, mirroring Anthropic's computer-use action set
Musajala MCP
Anthropic Model Context Protocol (MCP) Server for Musajala (مُسَاجَلَة) — Living Collaborative Arabic Poetry Arena
Agent Widgets
Native macOS desktop widgets built by AI agents: aw CLI, SwiftUI kit, preview harness with layout checks, MCP server and skill
Algenta Integrations
Framework integrations for the Algenta decision engine — governed tool profiles (observe/govern/execute/full), execution receipts, and approvals for LangChain, LlamaIndex, pydanti…