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jr2804

mcp-servers

by jr2804

This project converts MCP server configurations from any format into the one for your coding agent of choice - just by using any available LLM!

2🍴 0📅 Jan 21, 2026

SKILL.md


MCP Servers

What I Do

Provide universal patterns and best practices for integrating MCP servers into agentic workflows across different projects and domains.

Universal MCP Server Patterns

Server Discovery and Selection

  • Keep the authoritative list of servers in .vscode/mcp.json and audit it whenever project needs change
  • Document server capabilities (inputs, outputs, limitations) so agents can choose correctly without probing
  • Verify availability early by issuing lightweight health or list_* commands rather than waiting for first real use
  • Prefer a small, purposeful tool set to keep the assistant's tool offers focused and predictable

Common MCP Server Types

Server TypeTypical Use CasesIntegration Pattern
memorygraphLong-term knowledge storagerecall_memories(query="project-specific knowledge")
beads-mcpIssue trackingbd ready --json
sequential-thinkingComplex problem analysisMulti-step thought process
desktop-commanderFile operationsUnified file system interface
serenaSemantic code operationsSymbol-level code retrieval and editing
fetchWeb content ingestionfetch(url="https://example.com")
gh_grepPublic GitHub code searchQuery literal or regex patterns across repos
upstash-context7Documentation recallNatural language queries over curated doc sets

Simple Utility Servers

These lightweight servers complement the core development stack without overwhelming the assistant:

  • fetch — Retrieves up-to-date web content (HTML, markdown, raw text). Use it for vendor docs or standards that change frequently.
  • gh_grep — Mirrors grep.app functionality for discovering real-world code snippets. Use literal or regex queries to find idiomatic usage.
  • upstash-context7 — Provides semantic retrieval across curated documentation (e.g., vendor APIs, SDK guides). Query with natural language to ground decisions in official sources.

Integration Best Practices

  1. Context Management: Always load project context before using MCP servers
  2. Error Handling: Implement graceful fallbacks when servers are unavailable
  3. Performance: Cache frequently used server responses
  4. Security: Validate server responses before processing

When to Use Me

Use this skill when:

  • Setting up MCP server integrations in new projects
  • Standardizing agent tool usage across multiple projects
  • Creating reusable agent workflows
  • Implementing cross-project knowledge sharing

Universal Examples

Memory Graph Integration

# Universal memory storage pattern
store_memory(
    type="solution",
    title="Cross-project solution pattern",
    content="Reusable approach for X",
    tags=["universal", "pattern"],
    importance=0.8
)

# Universal memory recall
memories = recall_memories(
    query="reusable patterns",
    memory_types=["solution", "pattern"]
)

Issue Tracking Workflow

# Universal issue creation
issue = bd_create(
    title="Implement universal pattern",
    description="Create reusable component for X",
    issue_type="feature",
    priority=1
)

# Universal issue management
bd_update(issue.id, status="in_progress")

Compatibility Notes

This skill is designed to work with:

  • OpenCode agent framework
  • Claude-compatible MCP clients
  • Any project using MCP servers
  • Cross-project knowledge sharing workflows

Score

Total Score

75/100

Based on repository quality metrics

SKILL.md

SKILL.mdファイルが含まれている

+20
LICENSE

ライセンスが設定されている

+10
説明文

100文字以上の説明がある

+10
人気

GitHub Stars 100以上

0/15
最近の活動

1ヶ月以内に更新

+10
フォーク

10回以上フォークされている

0/5
Issue管理

オープンIssueが50未満

+5
言語

プログラミング言語が設定されている

+5
タグ

1つ以上のタグが設定されている

+5

Reviews

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