34 lines
3.3 KiB
Markdown
34 lines
3.3 KiB
Markdown
# Related Work
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## Open SEPs and Proposals
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| Proposal | Venue | Description |
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| :--- | :--- | :--- |
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| [SEP-2076](https://github.com/modelcontextprotocol/modelcontextprotocol/pull/2076) | MCP Spec | Agent Skills as a first-class MCP primitive |
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| [skills.json format proposal](https://github.com/modelcontextprotocol/registry/discussions/895) | MCP Registry | Skills metadata in registry schema |
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| [FastMCP #2694](https://github.com/jlowin/fastmcp/issues/2694) | FastMCP | Add Skills support |
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| [PydanticAI #3780](https://github.com/pydantic/pydantic-ai/pull/3780) | PydanticAI | Introduce support for agent skills |
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## Implementations
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| Implementation | Author | URL | Notes |
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| :--- | :--- | :--- | :--- |
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| skilljack-mcp | Ola Hungerford | [github.com/olaservo/skilljack-mcp](https://github.com/olaservo/skilljack-mcp) | Skills as tools with dynamic updates |
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| mcpGraph skill | Bob Dickinson | [github.com/TeamSparkAI/mcpGraph](https://github.com/TeamSparkAI/mcpGraph) | 875+ line skill for graph orchestration |
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| skills-over-mcp | Keith Groves | [github.com/keithagroves/skills-over-mcp](https://github.com/keithagroves/skills-over-mcp) | Example using skills with current MCP primitives |
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| chrome-devtools-mcp | Anthropic | [github.com/anthropics/anthropic-quickstarts/…/chrome-devtools-mcp](https://github.com/anthropics/anthropic-quickstarts/tree/main/mcp-servers/chrome-devtools-mcp) | Real-world example: `skills/` folder requires separate install path |
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| NimbleBrain skills repo | NimbleBrain | [github.com/NimbleBrainInc/skills](https://github.com/NimbleBrainInc/skills) | Monorepo with `.skill` artifact format |
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| NimbleBrain registry | NimbleBrain | [registry.nimbletools.ai](https://registry.nimbletools.ai/) | Registry with skill metadata support |
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| FastMCP 3.0 Skills | FastMCP | [gofastmcp.com/servers/providers/skills](https://gofastmcp.com/servers/providers/skills) | Native skills provider |
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| mcp-cli | philschmid | [github.com/philschmid/mcp-cli](https://github.com/philschmid/mcp-cli) | Wraps MCP servers as CLI for progressive disclosure |
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| mcp-execution | bug-ops | [github.com/bug-ops/mcp-execution](https://github.com/bug-ops/mcp-execution) | Compiles MCP servers into skill packages |
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| Astronomer agents | Kaxil Naik | [github.com/astronomer/agents](https://github.com/astronomer/agents) | Skills distribution via MCP for Apache Airflow |
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## External Resources
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- **Agent Skills Standard:** [agentskills.io](https://agentskills.io/)
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- **Anthropic's guidance on progressive disclosure:** [Equipping agents for the real world with agent skills](https://www.anthropic.com/engineering/equipping-agents-for-the-real-world-with-agent-skills)
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- **"MCP and Skills: Why Not Both?"** (Kurtis Van Gent): [kvg.dev/posts/20260125-skills-and-mcp/](https://kvg.dev/posts/20260125-skills-and-mcp/) — Frames MCP (connectivity) and Skills (context saturation) as complementary; discusses hybrid approaches
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- **Conceptual spec visualization** (Keith Groves): [enact-465fb1fc.mintlify.app/specification/draft/server/skills](https://enact-465fb1fc.mintlify.app/specification/draft/server/skills) — "What if" exploration
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- **Apache Airflow AIP-91** (MCP integration): [cwiki.apache.org/…/AIP-91+-+MCP](https://cwiki.apache.org/confluence/display/AIRFLOW/AIP-91+-+MCP)
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- **Video background:** [youtube.com/watch?v=CEvIs9y1uog](https://www.youtube.com/watch?v=CEvIs9y1uog)
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