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- #good-first-issue
MCP servers tagged good-first-issue
27 live MCP servers tagged "good-first-issue", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with good-first-issue.
topoteretes/cognee
Knowledge Engine for AI Agent Memory in 6 lines of code
Openllmetry
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
Pic Standard
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify intent, provenance, and evidence before high-impact tool calls.
Responsively App
A modified web browser that helps in responsive web development. A web developer's must have dev-tool.
Tapflow
Self-hosted iOS & Android simulator streaming for the whole team
Beacon Skill
Beacon - agent-to-agent pings with optional RTC value attached (BoTTube/Moltbook/RustChain + UDP bus)
Mobile Sim Streamer
Self-Hosted Mobile Device Streaming for QA Teams 2026
Rolecraft
The security-first skill manager for AI agents — every install runs a security scan. Manage skills & MCP servers across 90 agents. Zero-dependency CLI.
Rolecraft
The security-first skill manager for AI agents — every install runs a security scan. Manage skills & MCP servers across 90 agents. Zero-dependency CLI.
Scrapit
A (really) easy way to web scrape
Dunetrace
The runtime reliability layer for AI agents.
Shrike
See what your app actually does. Click anything and watch the trip through your code, database and services, with real values. AI-native: your agent sees it too and fixes the real…
CONTINUUM
CONTINUUM: Verifiable semantic recovery for long-running AI agents. Semantic checkpoints (not conversation dumps), an idempotent action ledger that refuses duplicate side effects,…
Free API List With React
Open Source API List and Testing Tools
Awesome Gaia
A curated list of tools, projects, and resources from the Gaia community
Payload Components
Payload Components: registry-backed Payload CMS blocks installed wired, not pasted.
Mechapad CLI
Open Multi-Model AI Control Surface & Native MCP Server — Run Claude Fable 5.1, GPT-6 Astra, DeepSeek V4.1 Flash, and Gemini 3.8 in parallel
Keyless MCP
One MCP server, a growing set of free public APIs, no API keys. Every tool tested by M3.
Skillpack Forge
One manifest for every AI coding agent: generate AGENTS.md, CLAUDE.md, Claude/Codex Skills, Cursor rules, Copilot instructions, MCP resources, and MCPB bundles.
Architect
An Electron canvas for your architecture, with an MCP gate that blocks an AI agent's change until you approve it.
SteamMCP
Our project is an intermediary service that turns an ordinary chatbot into a smart Steam assistant. It will be able to analyze game assets, monitor the market and even act as a pe…
Urusilla
Open AI-agent interoperability research. Bring your own agent, complete verified public work, and earn contribution credit; if URSL launches, 1 credit = 1 URSL.
Agent Tools MCP Hub
🤖 A curated collection of modular, plug-and-play AI Agent Tools & Model Context Protocol (MCP) server connectors for Python and TypeScript.
Claude Session Briefing
CLI that prints a structured security and context briefing at the start of every Claude Code session
Blind MCP
MCP server for researching companies on Blind (teamblind.com) — ask 'how many days in office at Roku India' and get the actual threads, with each commenter's employer.
Terminal Guardian MCP
Provide secure, sandboxed terminal access for AI assistants using the Model Context Protocol.
Gslider Blocks
Modern WordPress Gutenberg slider & carousel blocks built with React, Swiper.js, PSR-4 PHP, and Headless REST API.