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name: mcp-servers
description: Universal patterns for using MCP (Multi-Client Protocol) servers in agentic workflows
license: MIT
compatibility: opencode
metadata:
related_issue_tracking: For task management with MCP servers, use skill

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
name: mcp-servers
description: Universal patterns for using MCP (Multi-Client Protocol) servers in agentic workflows
license: MIT
compatibility: opencode
metadata:
related_issue_tracking: For task management with MCP servers, use skill issue-tracking
related_knowledge_management: For memory and knowledge storage, use skill knowledge-management
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.jsonand 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 Type | Typical Use Cases | Integration Pattern |
|---|---|---|
memorygraph | Long-term knowledge storage | recall_memories(query="project-specific knowledge") |
beads-mcp | Issue tracking | bd ready --json |
sequential-thinking | Complex problem analysis | Multi-step thought process |
desktop-commander | File operations | Unified file system interface |
serena | Semantic code operations | Symbol-level code retrieval and editing |
fetch | Web content ingestion | fetch(url="https://example.com") |
gh_grep | Public GitHub code search | Query literal or regex patterns across repos |
upstash-context7 | Documentation recall | Natural 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.appfunctionality 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
- Context Management: Always load project context before using MCP servers
- Error Handling: Implement graceful fallbacks when servers are unavailable
- Performance: Cache frequently used server responses
- 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
💬
Reviews coming soon

