MCP server for discovering, comparing, and trusting AI artifacts and MCP servers via the Unfragile match graph.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent โ or use 1-click editor setup below.
We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag โ we're steadily working through the catalog.
๐ก Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Inspect callable tools, capabilities, and parameters exposed to AI agents by Unfragile MCP Server.
searchFind AI tools by intent. "best framework for building AI agents"
find_mcpsDiscover MCP servers by capability. "Postgres + Slack integration"
get_artifactGet full details + capabilities for a specific artifact
resolve_capabilityResolve a `capability://...` URI to ranked trusted artifacts
trust_passportGet machine-readable trust evidence: capability URIs, permissions, data access risk, failure modes
compareCompare two artifacts side-by-side
Query the Unfragile match graph from any AI agent. Find AI artifacts, discover MCP servers, assemble stacks, compare alternatives, and fetch trust passports. Every query feeds the graph.
Unfragile is built for the agent era: humans click links, agents call capabilities. This server gives Claude Code, Cursor, Windsurf, Claude Desktop, and custom MCP clients a runtime discovery and trust layer for AI artifacts.
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
Add to .cursor/mcp.json:
Add to ~/.codeium/windsurf/mcp_config.json:
| Tool | Description |
|---|---|
search | Find AI tools by intent. "best framework for building AI agents" |
find_mcps | Discover MCP servers by capability. "Postgres + Slack integration" |
get_artifact | Get full details + capabilities for a specific artifact |
resolve_capability | Resolve a capability://... URI to ranked trusted artifacts |
trust_passport | Get machine-readable trust evidence: capability URIs, permissions, data access risk, failure modes |
compare | Compare two artifacts side-by-side |
find_stack | Assemble a complete harness stack for a use case |
feedback | Report success/failure to improve future routing |
subscribe | Watch for new artifacts matching a capability need |
unsubscribe | Cancel a monitor |
Once installed, ask your agent:
The MCP server calls the Unfragile API under the hood. Search and stack queries become match records in the graph. Trust passport requests use /api/v1/passport/{slug} to return artifact identity, capability URIs, constraints, permissions, data access risk, observed outcomes, and UnfragileRank evidence.
13,160 active AI artifacts. 106,955 capabilities. 24 populated software categories. The match graph for AI.
| Variable | Description | Default |
|---|---|---|
UNFRAGILE_API_URL | API base URL | https://unfragile.ai |
UNFRAGILE_API_KEY | API key for higher rate limits | (none) |
MIT
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