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SkillStream MCP

by PR-botsAI
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Remote

SkillStream MCP

A remote MCP server that ships skills (procedural knowledge) — not tools — to any connected AI agent. Hosted on Cloudflare Workers.

The premise: filesystem SKILL.md files (the agentskills.io standard) are great, but they're static, install-per-harness, can't auth-gate per user, and can't carry live data. SkillStream is the service layer above filesystem skills.

V0 is a public MCP endpoint that any compatible client connects to and immediately gets a battle-tested methodology skill set: brainstorm-first → plan-before-action → validate-before-execute → verify-after-complete, plus self-healing-recovery and token-conscious-iteration.

Endpoints

  • GET / — JSON info (skill list, copy-paste client configs)

  • POST /mcp — MCP Streamable HTTP (current spec)

  • GET /sse — MCP SSE (legacy)

Related MCP server: local-skills-mcp

Connect from any MCP client

Add this URL as a remote MCP connector:

https://skillstream-mcp.prbotsai.workers.dev/mcp

Or point your agent at the info endpoint for copy-paste configs:

https://skillstream-mcp.prbotsai.workers.dev/

What an agent sees once connected

9 skills exposed as MCP resources + prompts + tools:

  • skill://using-skillstream — start here

  • skill://brainstorm-first

  • skill://plan-before-action

  • skill://validate-before-execute

  • skill://execute-with-discipline

  • skill://verify-after-complete

  • skill://self-healing-recovery

  • skill://token-conscious-iteration

  • skill://find-the-right-skill

Descriptions teach the agent when to load each one. Bodies load on demand. Total context cost at idle: ~1.5 KB.

Adding skills

  1. Drop src/skills/your-skill-name.md

  2. Add an import + entry in src/registry.ts

  3. Push to main — Cloudflare auto-deploys

Architecture

Agent  ──MCP/HTTP──►  Cloudflare Worker (Durable Object per session)
                          ├─ Resources: skill://<name>
                          ├─ Prompts:   skill_<underscored_name>
                          └─ Tools:     search_skills, list_all_skills, activate_skill

V0 ships skills statically. V1 adds D1 + R2 + Vectorize + a hydration engine that injects live data into skill bodies at request time.

License

MIT.

This server cannot be deployed

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Maintenance

ActivityStale
ResponsivenessSyncing

Resources

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