Unfragile
This is a search interface for Unfragile's capability graph, which indexes over 100,000 capabilities across 13,000+ AI artifacts like models, agents, and tools. You'd reach for this when you need to discover what AI systems can actually do rather than just browsing models by name. Instead of guessing whether a capability exists somewhere in the AI ecosystem, you query the graph directly and get matches across the indexed artifacts. Think of it as a semantic search layer over the fragmented landscape of AI tooling, useful when you're building integrations or trying to find the right model for a specific task.
- GitHub stars
- 2
- tools
- 7
- transport
- STDIO
- last updated
- Nov 12, 2026
Tools
7 toolsPublic tool metadata for what this MCP can expose to an agent.
unfragile_findThe headline call: does a task across 2.2 million actions, with meaning search and word search fused, ranked by measured trust, and every result labelled.
The headline call: does a task across 2.2 million actions, with meaning search and word search fused, ranked by measured trust, and every result labelled.
No parameter schema in public metadata yet.
unfragile_answerReturns one verified software record for a need, with evidence, a paste-ready install snippet and honest alternatives, or an honest no.
Returns one verified software record for a need, with evidence, a paste-ready install snippet and honest alternatives, or an honest no.
No parameter schema in public metadata yet.
unfragile_searchReturns a ranked list of software records with per-record evidence, for when a list beats the single pick.
Returns a ranked list of software records with per-record evidence, for when a list beats the single pick.
No parameter schema in public metadata yet.
unfragile_verifyGives a conservative verdict (trusted, caution, unverified or flagged) for a target, with the signed passport attached.
Gives a conservative verdict (trusted, caution, unverified or flagged) for a target, with the signed passport attached.
No parameter schema in public metadata yet.
unfragile_resolveTakes one intent in and returns one record, verdict, signed passport and invocation snippet in a single call.
Takes one intent in and returns one record, verdict, signed passport and invocation snippet in a single call.
No parameter schema in public metadata yet.
unfragile_passportReturns the raw Ed25519-signed trust passport for a record, for programmatic policy checks, verifiable offline.
Returns the raw Ed25519-signed trust passport for a record, for programmatic policy checks, verifiable offline.
No parameter schema in public metadata yet.
unfragile_statsReturns live index numbers by door type.
Returns live index numbers by door type.
No parameter schema in public metadata yet.
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@unfragile/mcp-server
Search for everything an agent can invoke. Every result labelled. For humans, agents and robots.
Unfragile is the neutral search layer for developers, agents and robots. This package gives any MCP client (Claude Code, Claude Desktop, Cursor, Windsurf, Cline, your own runtime) seven tools over the Unfragile index: 2.2 million tool actions read from MCP servers, APIs, CLIs, SDKs, models, robots and devices, each checked by machine and labelled with what the check found.
Details
- Repository
- github.com/savirinc/unfragile-mcp-server
- Category
- Search & Web Crawling
- Package
@unfragile/mcp-server- Transport
- STDIO
- Registry
- MCP registry, active
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