Open-source skill category
MCP servers for AI agents
Model Context Protocol servers and directories that connect agents to tools, repos, memory, browsers, and business systems.
Who it helps
- • Builders adding tool access to agent workflows
- • Teams evaluating least-privilege connectors before production use
What to compare
- • Permissions and credential scope
- • Host compatibility and setup complexity
- • Maintenance signal, license, and issue history
Trust checks
- • Use read-only or test credentials first
- • Check network and filesystem access
- • Prefer narrow tools over broad account access
Relevant profiles
Compare the source repos before you adopt a workflow
Each profile links to the public source and explains when to install, study, adapt, or integrate it.
Integration
Awesome MCP Servers
Maintained by punkpeye
A curated directory of MCP servers that add tools and data sources to AI agents.
View decision guide
Integration
GitHub MCP Server
Maintained by github
GitHub MCP server for giving agents structured access to GitHub workflows.
View decision guide
Integration
Playwright MCP
Maintained by microsoft
MCP server that gives agents structured browser automation through Playwright.
View decision guide
Integration
MCP Memory Service
Maintained by doobidoo
MCP server that gives compatible agents semantic memory capabilities.
View decision guide
Shared by public contributors
These repos are public work from their maintainers and communities. BuildLeanSaaS links to the sources for evaluation and does not imply maintainer endorsement.
Daily X highlights
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