Agent Skills: SKILL: MCP Tripartite Integration

SKILL: MCP Tripartite Integration

Version: 1.0.0 Trit: 0 (ERGODIC) Domain: mcp, integration, orchestration

Overview

Each MCP server is integrated with a 3-partite structure that ensures GF(3) conservation:

MCP_server ⊗ Skill_MINUS ⊗ Skill_PLUS = 0 (mod 3)

This creates balanced triads where each MCP has a validator (-1) and generator (+1) complement.

MCP Tripartite Assignments

1. GAY.jl MCP (Trit: 0)

three-match (-1) ⊗ gay (0) ⊗ cider-clojure (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | three-match | Validate GF(3) conservation | | ERGODIC | gay-mcp | Generate deterministic colors | | PLUS | cider-clojure | Interactive REPL exploration |

Integration Pattern:

# Generate color via gay-mcp
color = mcp_call(:gay, :generate_color, seed: 0x42D)

# Validate with three-match
valid = mcp_call(:gay, :verify_gf3, colors: [c1, c2, c3])

# Explore in cider-clojure
(mcp/gay :generate-palette {:seed 1069 :count 12})

2. Firecrawl MCP (Trit: +1)

tree-sitter (-1) ⊗ babashka (0) ⊗ firecrawl (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | tree-sitter | Parse/validate scraped content structure | | ERGODIC | babashka | Transform scraped data | | PLUS | firecrawl | Scrape web content |

Integration Pattern:

;; Scrape with firecrawl
(def content (mcp/firecrawl :scrape {:url "https://example.com"}))

;; Parse with tree-sitter
(def ast (mcp/tree-sitter :get_ast {:content content :language "html"}))

;; Transform with babashka
(bb/transform ast {:extract [:title :links :code-blocks]})

3. Exa MCP (Trit: +1)

radare2 (-1) ⊗ huggingface (0) ⊗ exa (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | radare2 | Deep binary/code analysis | | ERGODIC | huggingface | Model/paper discovery | | PLUS | exa | AI-powered search |

Integration Pattern:

# Search with exa
results = mcp_call("exa", "web_search_exa", query="LLVM optimization passes")

# Find related papers on huggingface
papers = mcp_call("huggingface", "paper_search", query="compiler optimization")

# Analyze binaries with radare2 (for found libraries)
analysis = mcp_call("radare2", "analyze", level=2)

4. HuggingFace MCP (Trit: 0)

proofgeneral-narya (-1) ⊗ huggingface (0) ⊗ rubato-composer (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | proofgeneral-narya | Verify model properties formally | | ERGODIC | huggingface | Navigate model/dataset space | | PLUS | rubato-composer | Compose musical gestures from model outputs |

Integration Pattern:

# Search for audio models
models = mcp_call(:huggingface, :model_search, task: "audio-generation")

# Verify model claims with narya
verify(:model_output_bounded, model: first(models))

# Compose with rubato
rubato_gesture(:from_model_output, model_result)

5. Tree-Sitter MCP (Trit: -1)

tree-sitter (-1) ⊗ unworld (0) ⊗ gay-mcp (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | tree-sitter | Parse and validate AST | | ERGODIC | unworld | Derive seed chains from code | | PLUS | gay-mcp | Color code elements |

Integration Pattern:

# Parse code with tree-sitter
ast = mcp_call(:tree_sitter, :get_ast, file: "lib/synergistic_triads.rb")

# Derive seeds via unworld
seeds = unworld_chain(ast.node_count, genesis: 0x42D)

# Color AST nodes with gay-mcp
colored_ast = seeds.zip(ast.nodes).map { |seed, node|
  [node, mcp_call(:gay, :generate_color, seed: seed)]
}

6. Radare2 MCP (Trit: -1)

radare2 (-1) ⊗ glass-bead-game (0) ⊗ marginalia (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | radare2 | Reverse engineer binaries | | ERGODIC | glass-bead-game | Navigate concept space | | PLUS | marginalia | Search indie documentation |

Integration Pattern:

# Disassemble function with radare2
asm = mcp_call(:radare2, :disassemble_function, address: "main")

# Find related concepts via glass-bead
beads = glass_bead_connect(:assembly, :documentation)

# Search indie web for obscure docs
docs = mcp_call(:marginalia, :search, query: "x86 calling convention")

7. Babashka MCP (Trit: 0)

clj-kondo-3color (-1) ⊗ babashka (0) ⊗ geiser-chicken (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | clj-kondo-3color | Lint Clojure code | | ERGODIC | babashka | Execute Clojure scripts | | PLUS | geiser-chicken | Interactive Scheme REPL |

Integration Pattern:

;; Lint with clj-kondo
(def warnings (mcp/clj-kondo :lint {:file "script.bb"}))

;; Execute with babashka
(mcp/babashka :run_script {:script "script.bb"})

;; Explore in geiser-chicken (Scheme bridge)
(geiser-eval '(load "interop.scm"))

8. Marginalia MCP (Trit: +1)

hatchery-papers (-1) ⊗ epistemic-arbitrage (0) ⊗ marginalia (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | hatchery-papers | Validate against academic papers | | ERGODIC | epistemic-arbitrage | Propagate knowledge across domains | | PLUS | marginalia | Search indie web |

Integration Pattern:

# Search indie web
results = mcp_call(:marginalia, :search, query: "category theory software")

# Cross-reference with academic papers
papers = hatchery_match(results, topic: "applied category theory")

# Propagate via epistemic arbitrage
propagate_knowledge(from: papers, to: results, gain: :information)

9. Unison MCP (Trit: 0)

slime-lisp (-1) ⊗ unison (0) ⊗ xenodium-elisp (+1) = 0 ✓

| Role | Component | Action | |------|-----------|--------| | MINUS | slime-lisp | Interactive Lisp debugging | | ERGODIC | unison | Content-addressed code transport | | PLUS | xenodium-elisp | Emacs integration |

Integration Pattern:

;; Find code in unison
(mcp-unison-find "List.map")

;; Debug in slime
(slime-eval-async '(describe 'map))

;; Integrate via xenodium
(dwim-shell-command "ucm transcript")

Complete Triad Matrix

| MCP | Trit | MINUS Partner | PLUS Partner | GF(3) | |-----|------|---------------|--------------|-------| | gay | 0 | three-match | cider-clojure | 0 ✓ | | firecrawl | +1 | tree-sitter | (self) | needs -1 ⊗ 0 | | exa | +1 | radare2 | (self) | needs -1 ⊗ 0 | | huggingface | 0 | proofgeneral-narya | rubato-composer | 0 ✓ | | tree-sitter | -1 | (self) | gay-mcp | needs 0 | | radare2 | -1 | (self) | marginalia | needs 0 | | babashka | 0 | clj-kondo-3color | geiser-chicken | 0 ✓ | | marginalia | +1 | hatchery-papers | (self) | needs -1 ⊗ 0 | | unison | 0 | slime-lisp | xenodium-elisp | 0 ✓ |

Commands

# List all MCP triads
just mcp-triads

# Check GF(3) conservation across all MCPs
just mcp-gf3-check

# Run specific MCP triad
just mcp-triad gay        # gay ⊗ three-match ⊗ cider-clojure
just mcp-triad firecrawl  # firecrawl ⊗ tree-sitter ⊗ babashka
just mcp-triad huggingface

# Test MCP connectivity
just mcp-ping gay
just mcp-ping firecrawl
just mcp-ping all

Configuration

Codex (~/.codex/config.toml)

[mcp_servers.gay]
command = "julia"
args = ["--project=@gay", "-e", "using Gay; Gay.serve_mcp()"]

[mcp_servers.firecrawl]
url = "https://mcp.firecrawl.dev/..."

[mcp_servers.huggingface]
command = "node"
args = ["hf-mcp-server/dist/server/stdio.js"]

Crush (.crush.json)

{
  "mcp": {
    "gay": { "type": "stdio", "command": "julia", "args": [...] },
    "exa": { "type": "http", "url": "https://mcp.exa.ai/..." },
    "babashka": { "type": "stdio", "command": "npx", "args": [...] }
  }
}

Skill Name: mcp-tripartite Type: MCP Integration / Orchestration Trit: 0 (ERGODIC) - coordinates across triads GF(3): Conserved by design

Scientific Skill Interleaving

This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:

Graph Theory

• networkx [○] via bicomodule
  • Universal graph hub

Bibliography References

• general: 734 citations in bib.duckdb

Cat# Integration

This skill maps to Cat# = Comod(P) as a bicomodule in the equipment structure:

Trit: 0 (ERGODIC)
Home: Prof
Poly Op: ⊗
Kan Role: Adj
Color: #26D826

GF(3) Naturality

The skill participates in triads satisfying:

(-1) + (0) + (+1) ≡ 0 (mod 3)

This ensures compositional coherence in the Cat# equipment structure.