JLWAI/mcp-agents
3.2
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The MCP Agents Server is designed to facilitate multi-project capable agents using open source LLMs for specialized analysis and documentation.
MCP Agents Server
Multi-project capable agents using open source LLMs for specialized analysis and documentation.
Architecture
This MCP server provides specialized external service agents that:
- Research and analyze domain-specific problems
- Create detailed markdown documentation with implementation instructions
- Provide quantitative analysis with supporting data
- Enable general-purpose agents to execute precise implementations
Available Agents
Data Operations Agents
- Collection Pipeline Monitor - USAJobs API collection health and failure analysis
- Database Performance Analyst - PostgreSQL optimization and index management
- Data Quality Enforcer - Text field population and CI gate monitoring
- Market Intelligence Analyst - Federal job market trends and coverage analysis
Compliance Agents
- Federal Hiring Compliance Checker - Merit hiring and executive order compliance
- Resume Optimization Analyst - Federal resume format and keyword analysis
TTL Documentation
Each agent maintains TTL (Tool, Template, Library) documentation covering:
- Tools: Required APIs, databases, and system access
- Templates: Markdown output formats and implementation instructions
- Libraries: Open source LLMs, dependencies, and knowledge bases
See /docs/ttl/ for individual agent TTL specifications.
Usage
Agents are accessed via MCP server protocol and create implementation documentation in target project's _Management/_PM/_Tasks/ directory.