Savirinc/unfragile-mcp-server
by Various
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
MCP
Savirinc/unfragile-mcp-server
Added 7 June 2026
Overview
Savirinc/unfragile-mcp-server is a JavaScript-based MCP server that indexes over 100,000 capabilities from more than 13,000 AI artifacts. It provides a searchable graph of AI tools and functions for use with AI agents.
Best for
Best for
Developers building AI agents that need to discover and connect to external capabilities
Use cases
- Searching for specific AI capabilities across a large catalog
- Discovering AI artifacts relevant to a task
- Integrating capability search into an AI agent workflow
Notes
Savirinc/unfragile-mcp-server is a JavaScript-based MCP server that indexes over 100,000 capabilities from more than 13,000 AI artifacts. It provides a searchable graph of AI tools and functions for use with AI agents.
1 stars on GitHub. Last updated 2026-05-27. Licensed MIT.
Use cases
- Searching for specific AI capabilities across a large catalog
- Discovering AI artifacts relevant to a task
- Integrating capability search into an AI agent workflow
Pros
- Large indexed dataset of 100K+ capabilities
- Open source and extensible
- Provides a structured graph for matching AI needs
Cons
- Very early stage with only 1 star and limited community
- Documentation and reliability may be minimal
- Requires self-hosting and setup as an MCP server
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Large indexed dataset of 100K+ capabilities
- Open source and extensible
- Provides a structured graph for matching AI needs
Cons
- Very early stage with only 1 star and limited community
- Documentation and reliability may be minimal
- Requires self-hosting and setup as an MCP server
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Continue
Continue.dev
Open-source AI code assistant for VS Code and JetBrains. Customisable, BYO model, built for enterprise.
Cline
Cline
Open-source autonomous coding agent that lives inside VS Code. BYO model key, watch it work.
Claude Code
Anthropic
Anthropic's terminal-native coding agent. Reads your repo, edits files, runs tests, ships PRs.