freemcplab
Example replay 1176 · MCP: 628 · Skills: 548 · 2026-10-18 NEW Learn Claude Code · 12 lessons ↗

The open lab for
MCP & Skills

Browse MCP servers and Skills, watch example replays, and read installation guides. Run tools in your own client with the required setup and credentials.

Example replay Example replay
›
user: What files are in /tmp?
filesystem.list_directory
✓ 12 entries · example
›
claude: I found 12 items:
cache/ · logs/ · session.json · …
@modelcontextprotocol/server-filesystem claude-sonnet-4.6

AI & MCP News

New official announcements, releases and agent tooling updates. English summaries with original sources.

2026-10-16 · Model Context Protocol

MCP Java SDK v2.2.0-M1 previews a stateless server

The v2.2.0-M1 prerelease introduces a stateless Streamable HTTP server for MCP 2026-07-28, with user-implemented tool, resource and prompt catalogs. A modern client, tasks and SEP-2243 custom headers are not yet supported.

Read all 19 updates → · RSS feed

New to the directory · 120 official projects

Latest batch · 2026-10-18 · 29 new additions →

Added 2026-10-18 · Author installation guides, capabilities, dated stars and repository activity. English guides.

Earlier highlights · 2026-10-16

Browse this earlier batch →

Earlier highlights · 2026-10-15

Browse this earlier batch →

Earlier highlights · 2026-10-14

Browse this earlier batch →

Browse all 120 new additions →

Current catalog: 1176 records · MCP: 628 · Skills: 548.

New topic collections

Explore established guides and new additions by the work you want to do.

Based on shareAI-lab/learn-claude-code · all 12 lessons live
Recently added

Latest additions

1176 · MCP: 628 · Skills: 548 · 2026-10-18

Browse all →
MCP today
Codesearch MCP
Multi-repo semantic code search MCP in Rust — hybrid vector + BM25, tree-sitter AST chunking, offline.
53
MCP today
Google Drive MCP (felores)
Efficient Google Drive MCP — files, folders, permissions, search.
71
MCP today
Knowledge RAG MCP
Local RAG MCP — hybrid semantic + BM25 search, cross-encoder reranking, 13 tools, 20 format parsers, no API ke
219
MCP today
Oracle MCP Servers ●
Official Oracle MCP suite — tools for managing and interacting with Oracle products.
392
Skill today
Claude Skill: SEO/GEO Optimizer
SEO/GEO optimization for search + AI platforms — entity extraction, schema, multi-format audit.
37
Skill today
Media-AI Master List
Ultimate AI media generation tools master list — image, video, audio, 3D across 200+ services.
38
Skill today
Claude Code Skills (中文)
最实用的 Claude Code Skills 合集 — 精选 100+, 18 个原创可安装技能, 按场景分类.
548
Skill today
Claude Desktop 中文补丁
Claude Desktop Chinese Patch (macOS + Windows) — simplified Chinese UI localization.
4,609
Skill today
Claude Code 中文本地化
Claude Code Chinese localization plugin — simplified Chinese support.
515
MCP today
AWS Lambda MCP Cookbook
Deployable serverless MCP server blueprint — AWS Lambda + CDK Python + full CI/CD pipeline.
127
MCP today
Lambda MCP Server (mikegc-aws)
Simple MCP tool server on AWS Lambda with streaming HTTP.
234
MCP today
AWS Samples Serverless MCP ●
AWS-official sample implementations of AI Agents and MCP Servers on serverless compute.
239
Directory

Explore the ecosystem

Hand-curated · synced from GitHub · loading…

Official documentation checked · 2026-10-08

English installation, authentication and selected tools for four projects. Other content may need review.

MCP servers · 557 · Skills · 499 · Comparison guides

Loading directory…
Example replay

See it before you install it

Saved example scripts illustrate a workflow. Tool results and timings are examples; actual execution takes place in your own client.

Safety reviewed · Only servers from official orgs and verified maintainers
ready
Conversation
0/0
Tool calls
Take it home
Drop into claude_desktop_config.json

            
            ↗ View on GitHub
          
Why FreeMCPLab

Built for the way you actually work

Example replay

Saved example scripts illustrate a workflow. Tool results and timings are examples; actual execution takes place in your own client.

Review notes

Check source links, review dates, and credential requirements. Review freshness varies between guides.

Installation guides

Use configuration examples for the client named in each guide. Check prerequisites and authentication before running tools.