Narrow the list first, then review author, source, risk, and alternatives to pick faster.
Start simple, then layer advanced filters
Supported tools
Common tasks
Domains
Ability shape
Safety signals
Top authors
ABIDE checks
Showing the first 23 of 10,535 indexed skills.
Applied filters
Repository: Engram
Author: kooroot · Source status: Clear source
AI-native persistent memory MCP server — a knowledge graph that gives agents O(1) state lookups, atomic mutations, and token-efficient context injection.
Score basis：Clear source · Risk needs review · Universal
You get source-backed evidence and hints here; installation decisions always stay with you.
Repository: sarah-agentic-mesh
Author: LukasIsonSteroidsAndAvocadoToast · Source status: Clear source
SARAH-MESH-V1 — Sovereign Intelligence Mesh.
Score basis：Clear source · Risk needs review · Universal
Repository: flow-mcp
Author: rynko-dev · Source status: Clear source
Remote MCP server for AI agent output validation with schema, business rules, and cryptographic attestation.
Score basis：Clear source · Risk needs review · Universal
Repository: caller
Author: sskorohod · Source status: Clear source
AI Phone Agent MCP Platform — let AI agents make and receive phone calls
Score basis：Clear source · Risk needs review · Universal
Repository: file-mcp
Author: yun-wulian · Source status: Clear source
An agent-friendly MCP server for deterministic, encoding-safe code editing.
Score basis：Clear source · Risk needs review · Universal
Repository: analytics-agent-duckdb-workshop
Author: motherduckdb · Source status: Clear source
Engineering reliable analytics agents from scratch with DuckDB, MCP and a semantic layer
Score basis：Clear source · Risk needs review · Universal
Repository: engrams
Author: Sunrise-Labs-Dot-AI · Source status: Clear source
Universal memory layer for AI agents.
Score basis：Clear source · Risk needs review · Universal
Repository: deveco-cli
Author: circlecrystal · Source status: Clear source
DevEco Studio 工具链的 Python CLI 封装，提供 build / sync / check / start / ui-tree / ui-action / knowledge 共 7 条命令，所有输出均为结构化 JSON，可作为 deveco-mcp 的轻量替代，用于鸿蒙应用开发自动化与 Agent 驱动场景。
Score basis：Clear source · Risk needs review · Universal
Repository: periphery-py
Author: eddyficial · Source status: Clear source
Periphery MCP server for AI agents — Python rewrite.
Score basis：Clear source · Risk needs review · Universal
Repository: walwal-harness
Author: 30eggis · Source status: Clear source
AI Agent Harness Engineering Framework — 6-Agent production harness with Gotcha management, Playwright MCP testing, and SKILL.md architecture
Score basis：Clear source · Risk needs review · Universal
Repository: new_mcp_welcome-agent-response
Author: nito787 · Source status: Clear source
GitHub repository nito787/new_mcp_welcome-agent-response; metadata recovered from GitHub Search API.
Score basis：Clear source · Risk needs review · Universal
Repository: mcp-ai-agents-template
Author: MICH3444 · Source status: Clear source
🤖 Orchestrate multiple AI agents using the Model Context Protocol to automate tasks and integrate tools like email and calendars in one system.
Score basis：Clear source · Risk needs review · Universal
Repository: Noir
Author: shaibuafeez · Source status: Clear source
Private AI trading agent on Aleo — Telegram, Discord, Web, MCP
Score basis：Clear source · Risk needs review · Universal
Repository: mcp-text-tools
Author: Vgamer1 · Source status: Clear source
wrappers for AI agents to call text primitives via MCP
Score basis：Clear source · Risk needs review · Universal
Repository: OpenSIN-overview
Author: OpenSIN-AI · Source status: Clear source
The Ultimate Single Source of Truth for the OpenSIN-AI organization (Rules, Teams, Agents, MCPs)
Score basis：Clear source · Risk needs review · Universal
Repository: orchy
Author: aboglioli · Source status: Clear source
Multi-agent coordination infrastructure via MCP
Score basis：Clear source · Risk needs review · Universal
Repository: unquote
Author: xingkaixin · Source status: Clear source
检测并展开 JSON 中的字符串化（stringified）值，专为处理 AI 模型输出和 MCP/Agent 工具调用中的嵌套 JSON 设计。
Score basis：Clear source · Risk needs review · Universal
Repository: mcp-ai-memory
Author: ronie-aduana · Source status: Clear source
🧠 Manage semantic memory for AI agents with this production-ready Model Context Protocol server, enabling efficient storage and retrieval of contextual knowledge.
Score basis：Clear source · Risk needs review · Universal
Repository: dial-mcp
Author: ForbidTANNEN · Source status: Clear source
MCP server that gives AI agents phone call capabilities with real-time tool access
Score basis：Clear source · Risk needs review · Universal
Repository: ChromeCode
Author: slothitude · Source status: Clear source
Browser-based AI coding agent — Chrome Side Panel extension with MCP tool support
Score basis：Clear source · Risk needs review · Universal
Repository: toolmesh
Author: bobinzuks · Source status: Clear source
Agent Affiliate Network — AI agents recommend SaaS products, you earn commissions.
Score basis：Clear source · Risk needs review · Universal
Repository: keryx
Author: BoweyLou · Source status: Clear source
Local-first Obsidian knowledge gateway with HTTP and MCP interfaces for agent memory
Score basis：Clear source · Risk needs review · Universal
Repository: movie-agent
Author: achyuth706 · Source status: Clear source
AI-powered movie assistant with MCP Server, LangChain agent, and React frontend
Score basis：Clear source · Risk needs review · Universal
